diff --git "a/openvino_model.xml" "b/openvino_model.xml"
--- "a/openvino_model.xml"
+++ "b/openvino_model.xml"
@@ -36,13 +36,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4" name="Constant_160406" type="Const" version="opset1">
+		<layer id="4" name="Constant_52246" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="5" name="ShapeOf_160392" type="ShapeOf" version="opset3">
+		<layer id="5" name="ShapeOf_52232" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="I64">
@@ -56,7 +56,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6" name="Constant_160394" type="Const" version="opset1">
+		<layer id="6" name="Constant_52234" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -64,13 +64,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7" name="Constant_160396" type="Const" version="opset1">
+		<layer id="7" name="Constant_52236" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="8" name="Gather_160397" type="Gather" version="opset8">
+		<layer id="8" name="Gather_52237" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -87,7 +87,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="9" name="Constant_160399" type="Const" version="opset1">
+		<layer id="9" name="Constant_52239" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -95,7 +95,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="10" name="Constant_160401" type="Const" version="opset1">
+		<layer id="10" name="Constant_52241" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -103,7 +103,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="11" name="Constant_160403" type="Const" version="opset1">
+		<layer id="11" name="Constant_52243" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
@@ -111,7 +111,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="12" name="Concat_160404" type="Concat" version="opset1">
+		<layer id="12" name="Concat_52244" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -133,7 +133,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="13" name="Broadcast_160407" type="Broadcast" version="opset3">
+		<layer id="13" name="Broadcast_52247" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -150,7 +150,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="14" name="ReadValue_155456" type="ReadValue" version="opset6">
+		<layer id="14" name="ReadValue_49960" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.9.valuepresent.9.value" variable_type="f32" variable_shape="?,32,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -169,13 +169,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="15" name="Constant_150262" type="Const" version="opset1">
+		<layer id="15" name="Constant_47430" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="16" name="Gather_150263" type="Gather" version="opset8">
+		<layer id="16" name="Gather_47431" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -198,7 +198,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="17" name="Constant_123061" type="Const" version="opset1">
+		<layer id="17" name="Constant_36967" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 4096" offset="28" size="16384" />
 			<output>
 				<port id="0" precision="FP32">
@@ -217,7 +217,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="19" name="Convert_166358" type="Convert" version="opset1">
+		<layer id="19" name="Convert_73308" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -241,7 +241,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="21" name="Convert_166361" type="Convert" version="opset1">
+		<layer id="21" name="Convert_73311" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -353,14 +353,14 @@
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 			</input>
 			<output>
-				<port id="3" precision="FP32" names="297,353,364,hidden_states.1,inputs_embeds">
+				<port id="3" precision="FP32" names="313,396,407,hidden_states.1,inputs_embeds">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="29" name="Constant_122970" type="Const" version="opset1">
+		<layer id="29" name="Constant_36876" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 4096" offset="209885212" size="16384" />
 			<output>
 				<port id="0" precision="FP32">
@@ -370,7 +370,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="30" name="Constant_122969" type="Const" version="opset1">
+		<layer id="30" name="Constant_36875" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="209901596" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -380,7 +380,7 @@
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 			</output>
 		</layer>
-		<layer id="31" name="Constant_122967" type="Const" version="opset1">
+		<layer id="31" name="Constant_36873" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="209901600" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -405,17 +405,17 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="354">
+				<port id="2" precision="FP32" names="397">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="33" name="Constant_370" type="Const" version="opset1">
+		<layer id="33" name="Constant_667" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="209901604" size="8" />
 			<output>
-				<port id="0" precision="I64" names="355">
+				<port id="0" precision="I64" names="398">
 					<dim>1</dim>
 				</port>
 			</output>
@@ -433,14 +433,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="356,variance.1">
+				<port id="2" precision="FP32" names="399,variance.1">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="35" name="Constant_122968" type="Const" version="opset1">
+		<layer id="35" name="Constant_36874" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="209901612" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -465,7 +465,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="357">
+				<port id="2" precision="FP32" names="400">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1</dim>
@@ -503,7 +503,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="358">
+				<port id="2" precision="FP32" names="401">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1</dim>
@@ -525,7 +525,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="359,360,hidden_states.3,hidden_states.5">
+				<port id="2" precision="FP32" names="402,403,hidden_states.3,hidden_states.5">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
@@ -547,7 +547,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="361,363,hidden_states.7">
+				<port id="2" precision="FP32" names="404,406,hidden_states.7">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
@@ -564,7 +564,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="42" name="Convert_167457" type="Convert" version="opset1">
+		<layer id="42" name="Convert_74407" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -591,7 +591,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="44" name="Convert_167459" type="Convert" version="opset1">
+		<layer id="44" name="Convert_74409" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -662,7 +662,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="48" name="Constant_167464" type="Const" version="opset1">
+		<layer id="48" name="Constant_74414" type="Const" version="opset1">
 			<data element_type="i64" shape="2" offset="218617904" size="16" />
 			<output>
 				<port id="0" precision="I64">
@@ -670,7 +670,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="49" name="Reshape_167465" type="Reshape" version="opset1">
+		<layer id="49" name="Reshape_74415" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -718,14 +718,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="373,query_states.1">
+				<port id="2" precision="FP32" names="415,query_states.1">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="52" name="Constant_130275" type="Const" version="opset1">
+		<layer id="52" name="Constant_40347" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="218617920" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -746,7 +746,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="379">
+				<port id="2" precision="FP32" names="421">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -754,7 +754,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="54" name="__module.model.layers.0.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
+		<layer id="54" name="__module.model.layers.0.self_attn/aten::transpose/Constant" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -775,7 +775,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="380,q.1">
+				<port id="2" precision="FP32" names="422,q.1">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -783,17 +783,17 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="56" name="__module.model.layers.0.self_attn.rotary_emb/aten::to/Convert" type="Const" version="opset1">
+		<layer id="56" name="__module.model.rotary_emb/aten::to/Convert" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 64, 1" offset="218617968" size="256" />
 			<output>
-				<port id="0" precision="FP32" names="391">
+				<port id="0" precision="FP32" names="368">
 					<dim>1</dim>
 					<dim>64</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="57" name="ShapeOf_127836" type="ShapeOf" version="opset3">
+		<layer id="57" name="ShapeOf_37975" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="I64">
@@ -807,7 +807,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="58" name="Constant_127837" type="Const" version="opset1">
+		<layer id="58" name="Constant_37976" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -815,13 +815,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="59" name="Constant_127838" type="Const" version="opset1">
+		<layer id="59" name="Constant_37977" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="60" name="Gather_127839" type="Gather" version="opset8">
+		<layer id="60" name="Gather_37978" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -833,12 +833,12 @@
 				<port id="2" precision="I64" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="1135,1283,1431,1579,1727,1875,2023,2171,2319,2467,2615,2763,2911,3059,3207,3355,3503,3651,3799,392,3947,4095,4243,4391,4539,4687,4835,4983,543,691,839,987">
+				<port id="3" precision="I64" names="369">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="61" name="Constant_99173" type="Const" version="opset1">
+		<layer id="61" name="Constant_33280" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -846,7 +846,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="62" name="Constant_99175" type="Const" version="opset1">
+		<layer id="62" name="Constant_33282" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -854,7 +854,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="63" name="__module.model.layers.0.self_attn.rotary_emb/prim::ListConstruct/Concat" type="Concat" version="opset1">
+		<layer id="63" name="__module.model.rotary_emb/prim::ListConstruct" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -868,12 +868,12 @@
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 			</input>
 			<output>
-				<port id="3" precision="I64" names="1136,1284,1432,1580,1728,1876,2024,2172,2320,2468,2616,2764,2912,3060,3208,3356,3504,3652,3800,393,3948,4096,4244,4392,4540,4688,4836,4984,544,692,840,988">
+				<port id="3" precision="I64">
 					<dim>3</dim>
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 		</layer>
-		<layer id="64" name="__module.model.layers.0.self_attn.rotary_emb/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="64" name="__module.model.rotary_emb/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -886,20 +886,20 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="394,399,inv_freq_expanded.1,inv_freq_expanded.3">
+				<port id="2" precision="FP32" names="371,376,inv_freq_expanded,inv_freq_expanded.1">
 					<dim>-1</dim>
 					<dim>64</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="65" name="225" type="Const" version="opset1">
+		<layer id="65" name="240" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="218618224" size="8" />
 			<output>
-				<port id="0" precision="I64" names="225" />
+				<port id="0" precision="I64" names="240" />
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 		</layer>
-		<layer id="66" name="__module.model.layers.0.self_attn.rotary_emb/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
+		<layer id="66" name="__module.model.rotary_emb/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="I64">
 					<dim>-1</dim>
@@ -908,14 +908,14 @@
 				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="I64" names="1139,1140,1287,1288,1435,1436,1583,1584,1731,1732,1879,1880,2027,2028,2175,2176,2323,2324,2471,2472,2619,2620,2767,2768,2915,2916,3063,3064,3211,3212,3359,3360,3507,3508,3655,3656,3803,3804,3951,3952,396,397,4099,4100,4247,4248,4395,4396,4543,4544,4691,4692,4839,4840,4987,4988,547,548,695,696,843,844,991,992">
+				<port id="2" precision="I64" names="373,374">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="67" name="__module.model.layers.0.self_attn.rotary_emb/aten::to/Convert_2" type="Convert" version="opset1">
+		<layer id="67" name="__module.model.rotary_emb/aten::to/Convert_2" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="I64">
@@ -925,14 +925,14 @@
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+				<port id="1" precision="FP32" names="375,377,position_ids_expanded,position_ids_expanded.1">
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 					<dim>1</dim>
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 		</layer>
-		<layer id="68" name="__module.model.layers.0.self_attn.rotary_emb/aten::matmul/MatMul" type="MatMul" version="opset1">
+		<layer id="68" name="__module.model.rotary_emb/aten::matmul/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -947,14 +947,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="401">
+				<port id="2" precision="FP32" names="378">
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 					<dim>64</dim>
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 				</port>
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 		</layer>
-		<layer id="69" name="__module.model.layers.0.self_attn.rotary_emb/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
+		<layer id="69" name="__module.model.rotary_emb/aten::transpose/Constant" type="Const" version="opset1">
 			<data element_type="i32" shape="3" offset="218618232" size="12" />
 			<output>
 				<port id="0" precision="I32">
@@ -962,7 +962,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="70" name="__module.model.layers.0.self_attn.rotary_emb/aten::transpose/Transpose" type="Transpose" version="opset1">
+		<layer id="70" name="__module.model.rotary_emb/aten::transpose/Transpose" type="Transpose" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -974,14 +974,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="379">
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 					<dim>64</dim>
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 			</output>
 		</layer>
-		<layer id="71" name="__module.model.layers.0.self_attn.rotary_emb/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="71" name="__module.model.rotary_emb/aten::cat/Concat" type="Concat" version="opset1">
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 			<input>
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@@ -996,14 +996,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="404,emb.1">
+				<port id="2" precision="FP32" names="381,emb">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="72" name="__module.model.layers.0.self_attn.rotary_emb/aten::cos/Cos" type="Cos" version="opset1">
+		<layer id="72" name="__module.model.rotary_emb/aten::cos/Cos" type="Cos" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -1012,7 +1012,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="1" precision="FP32" names="405,407,410,cos.1,cos.3">
+				<port id="1" precision="FP32" names="382,384,386,389,cos.1,cos.3,cos.5">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
@@ -1029,7 +1029,7 @@
 				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="412,cos.5">
+				<port id="2" precision="FP32" names="1042,1164,1286,1408,1530,1652,1774,1896,2018,2140,2262,2384,2506,2628,2750,2872,2994,3116,3238,3360,3482,3604,3726,3848,3970,4092,4214,429,554,676,798,920,cos,cos.11,cos.13,cos.15,cos.17,cos.19,cos.21,cos.23,cos.25,cos.27,cos.29,cos.31,cos.33,cos.35,cos.37,cos.39,cos.41,cos.43,cos.45,cos.47,cos.49,cos.51,cos.53,cos.55,cos.57,cos.59,cos.61,cos.63,cos.65,cos.67,cos.7,cos.9">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
@@ -1054,7 +1054,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="414">
+				<port id="2" precision="FP32" names="431">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -1062,88 +1062,23 @@
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 			</output>
 		</layer>
-		<layer id="75" name="Constant_105787" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
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-				<port id="0" precision="I64">
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-			</output>
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-		<layer id="76" name="Constant_105786" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="75" name="Constant_1061" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="77" name="__module.model.layers.0.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
-			<data output_type="i64" />
-			<input>
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-					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			<output>
-				<port id="1" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="78" name="218" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="218618276" size="8" />
+		<layer id="76" name="Constant_1063" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618252" size="8" />
 			<output>
-				<port id="0" precision="I64" names="218" />
-			</output>
-		</layer>
-		<layer id="79" name="__module.model.layers.0.self_attn/aten::size/Constant_3" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="80" name="__module.model.layers.0.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
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-			<output>
-				<port id="3" precision="I64" names="415,420" />
 			</output>
 		</layer>
-		<layer id="81" name="Constant_46" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="218618284" size="8" />
-			<output>
-				<port id="0" precision="I64" names="214" />
-			</output>
-		</layer>
-		<layer id="82" name="__module.model.layers.0.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
-			<data auto_broadcast="numpy" m_pythondiv="true" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="I64" />
-			</output>
-		</layer>
-		<layer id="83" name="__module.model.layers.0.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
-			<input>
-				<port id="0" precision="I64" />
-			</input>
-			<output>
-				<port id="1" precision="I64" names="417,418,422,423" />
-			</output>
-		</layer>
-		<layer id="84" name="Constant_127698" type="Const" version="opset1">
+		<layer id="77" name="Constant_1065" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -1151,67 +1086,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="85" name="__module.model.layers.0.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="78" name="__module.model/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618260" size="8" />
 			<output>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="86" name="Constant_105785" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
-			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="87" name="ScatterUpdate_105788" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="3" precision="I32">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="88" name="Constant_105791" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618292" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="89" name="Constant_105794" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="90" name="__module.model.layers.0.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="79" name="__module.model.layers.0.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -1220,17 +1103,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="424,x2.1">
+				<port id="5" precision="FP32" names="441,x2.1">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -1238,8 +1124,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="91" name="Constant_122971" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="218618356" size="4" />
+		<layer id="80" name="Constant_36877" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="218618268" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -1249,7 +1135,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="92" name="__module.model.layers.0.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="81" name="__module.model.layers.0.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -1266,7 +1152,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="425">
+				<port id="2" precision="FP32" names="442">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -1274,24 +1160,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="93" name="Constant_105839" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="82" name="Constant_958" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="94" name="Constant_105844" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
+		<layer id="83" name="Constant_1002" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="84" name="Constant_1004" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="95" name="__module.model.layers.0.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="85" name="__module.model.layers.0.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -1300,17 +1193,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="419">
+				<port id="5" precision="FP32" names="436">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -1318,7 +1214,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="96" name="__module.model.layers.0.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="86" name="__module.model.layers.0.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -1335,7 +1231,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="427">
+				<port id="2" precision="FP32" names="444">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -1343,7 +1239,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="97" name="__module.model.layers.0.self_attn.rotary_emb/aten::sin/Sin" type="Sin" version="opset1">
+		<layer id="87" name="__module.model.rotary_emb/aten::sin/Sin" type="Sin" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -1352,14 +1248,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="1" precision="FP32" names="406,408,411,sin.1,sin.3">
+				<port id="1" precision="FP32" names="383,385,387,390,sin.1,sin.3,sin.5">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="98" name="__module.model.layers.0.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="88" name="__module.model.layers.0.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -1369,7 +1265,7 @@
 				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="413,sin.5">
+				<port id="2" precision="FP32" names="1043,1165,1287,1409,1531,1653,1775,1897,2019,2141,2263,2385,2507,2629,2751,2873,2995,3117,3239,3361,3483,3605,3727,3849,3971,4093,4215,430,555,677,799,921,sin,sin.11,sin.13,sin.15,sin.17,sin.19,sin.21,sin.23,sin.25,sin.27,sin.29,sin.31,sin.33,sin.35,sin.37,sin.39,sin.41,sin.43,sin.45,sin.47,sin.49,sin.51,sin.53,sin.55,sin.57,sin.59,sin.61,sin.63,sin.65,sin.67,sin.7,sin.9">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
@@ -1377,7 +1273,7 @@
 				</port>
 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
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@@ -1394,7 +1290,7 @@
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@@ -1402,7 +1298,7 @@
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+		<layer id="90" name="__module.model.layers.0.self_attn/aten::add/Add" type="Add" version="opset1">
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@@ -1419,7 +1315,7 @@
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+				<port id="2" precision="FP32" names="446">
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@@ -1427,13 +1323,13 @@
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 		</layer>
-		<layer id="101" name="Constant_160419" type="Const" version="opset1">
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-		<layer id="102" name="Constant_160412" type="Const" version="opset1">
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@@ -1441,7 +1337,7 @@
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@@ -1449,7 +1345,7 @@
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-		<layer id="104" name="Constant_160416" type="Const" version="opset1">
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@@ -1457,7 +1353,7 @@
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 		</layer>
-		<layer id="105" name="Concat_160417" type="Concat" version="opset1">
+		<layer id="95" name="Concat_52256" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -1479,7 +1375,7 @@
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 		</layer>
-		<layer id="106" name="Broadcast_160420" type="Broadcast" version="opset3">
+		<layer id="96" name="Broadcast_52259" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -1496,7 +1392,7 @@
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 			</output>
 		</layer>
-		<layer id="107" name="ReadValue_155330" type="ReadValue" version="opset6">
+		<layer id="97" name="ReadValue_49834" type="ReadValue" version="opset6">
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 			<input>
 				<port id="0" precision="FP32">
@@ -1515,13 +1411,13 @@
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 			</output>
 		</layer>
-		<layer id="108" name="Constant_150205" type="Const" version="opset1">
+		<layer id="98" name="Constant_47373" type="Const" version="opset1">
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 				<port id="0" precision="I64" />
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 		</layer>
-		<layer id="109" name="Gather_150206" type="Gather" version="opset8">
+		<layer id="99" name="Gather_47374" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -1544,8 +1440,8 @@
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 		</layer>
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+		<layer id="100" name="self.model.layers.0.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="218618272" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -1554,7 +1450,7 @@
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 			</output>
 		</layer>
-		<layer id="111" name="Convert_167435" type="Convert" version="opset1">
+		<layer id="101" name="Convert_74385" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -1571,8 +1467,8 @@
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 		</layer>
-		<layer id="112" name="self.model.layers.0.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 1" offset="227006968" size="65536" />
+		<layer id="102" name="self.model.layers.0.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="227006880" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -1581,7 +1477,7 @@
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 			</output>
 		</layer>
-		<layer id="113" name="Convert_167437" type="Convert" version="opset1">
+		<layer id="103" name="Convert_74387" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -1598,7 +1494,7 @@
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 			</output>
 		</layer>
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+		<layer id="104" name="self.model.layers.0.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -1620,8 +1516,8 @@
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 			</output>
 		</layer>
-		<layer id="115" name="self.model.layers.0.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="227072504" size="262144" />
+		<layer id="105" name="self.model.layers.0.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="227072416" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -1630,7 +1526,7 @@
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 			</output>
 		</layer>
-		<layer id="116" name="self.model.layers.0.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="106" name="self.model.layers.0.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -1652,7 +1548,7 @@
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 			</output>
 		</layer>
-		<layer id="117" name="Constant_167442" type="Const" version="opset1">
+		<layer id="107" name="Constant_74392" type="Const" version="opset1">
 			<data element_type="i64" shape="2" offset="218617904" size="16" />
 			<output>
 				<port id="0" precision="I64">
@@ -1660,7 +1556,7 @@
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 			</output>
 		</layer>
-		<layer id="118" name="Reshape_167443" type="Reshape" version="opset1">
+		<layer id="108" name="Reshape_74393" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -1679,7 +1575,7 @@
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 			</output>
 		</layer>
-		<layer id="119" name="self.model.layers.0.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="109" name="self.model.layers.0.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -1694,7 +1590,7 @@
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 			</output>
 		</layer>
-		<layer id="120" name="__module.model.layers.0.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="110" name="__module.model.layers.0.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -1708,14 +1604,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="417,key_states.3">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
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 			</output>
 		</layer>
-		<layer id="121" name="Constant_130276" type="Const" version="opset1">
+		<layer id="111" name="Constant_40348" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="218617920" size="32" />
 			<output>
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@@ -1723,7 +1619,7 @@
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 		</layer>
-		<layer id="122" name="__module.model.layers.0.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="112" name="__module.model.layers.0.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -1736,7 +1632,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="424">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -1744,7 +1640,7 @@
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 		</layer>
-		<layer id="123" name="__module.model.layers.0.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="113" name="__module.model.layers.0.self_attn/aten::transpose/Constant_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -1752,7 +1648,7 @@
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 			</output>
 		</layer>
-		<layer id="124" name="__module.model.layers.0.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="114" name="__module.model.layers.0.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -1765,7 +1661,7 @@
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 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -1773,7 +1669,7 @@
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 		</layer>
-		<layer id="125" name="__module.model.layers.0.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="115" name="__module.model.layers.0.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -1790,7 +1686,7 @@
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+				<port id="2" precision="FP32" names="447">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -1798,144 +1694,31 @@
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-		<layer id="127" name="Constant_105886" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="116" name="Constant_1204" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
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-			<data element_type="i64" shape="1" offset="218618224" size="8" />
+		<layer id="117" name="Constant_1206" type="Const" version="opset1">
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-		<layer id="135" name="Constant_105885" type="Const" version="opset1">
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+		<layer id="119" name="__module.model.layers.0.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
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@@ -1944,17 +1727,20 @@
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 				<port id="3" precision="I64">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -1962,8 +1748,8 @@
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 					<dim>1</dim>
@@ -1973,7 +1759,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -1990,7 +1776,7 @@
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@@ -1998,24 +1784,31 @@
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+		<layer id="122" name="Constant_1101" type="Const" version="opset1">
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-			<data element_type="i64" shape="4" offset="218618324" size="32" />
+		<layer id="123" name="Constant_1145" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="124" name="Constant_1147" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
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+		</layer>
+		<layer id="125" name="__module.model.layers.0.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
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@@ -2024,17 +1817,20 @@
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -2042,7 +1838,7 @@
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+		<layer id="126" name="__module.model.layers.0.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
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@@ -2059,7 +1855,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="460">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -2067,7 +1863,7 @@
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 		</layer>
-		<layer id="146" name="__module.model.layers.0.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="127" name="__module.model.layers.0.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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 				<port id="0" precision="FP32">
@@ -2084,7 +1880,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="461">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -2092,7 +1888,7 @@
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 			</output>
 		</layer>
-		<layer id="147" name="__module.model.layers.0.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="128" name="__module.model.layers.0.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -2109,7 +1905,7 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -2117,7 +1913,7 @@
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 		</layer>
-		<layer id="148" name="__module.model.layers.0.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="129" name="__module.model.layers.0.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
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@@ -2142,13 +1938,13 @@
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 		</layer>
-		<layer id="149" name="Constant_160445" type="Const" version="opset1">
+		<layer id="130" name="Constant_52270" type="Const" version="opset1">
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 		</layer>
-		<layer id="150" name="Constant_160438" type="Const" version="opset1">
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@@ -2156,7 +1952,7 @@
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 		</layer>
-		<layer id="151" name="Constant_160440" type="Const" version="opset1">
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 				<port id="0" precision="I64">
@@ -2164,7 +1960,7 @@
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 			</output>
 		</layer>
-		<layer id="152" name="Constant_160442" type="Const" version="opset1">
+		<layer id="133" name="Constant_52267" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
@@ -2172,7 +1968,7 @@
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 			</output>
 		</layer>
-		<layer id="153" name="Concat_160443" type="Concat" version="opset1">
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 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -2194,7 +1990,7 @@
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 			</output>
 		</layer>
-		<layer id="154" name="Broadcast_160446" type="Broadcast" version="opset3">
+		<layer id="135" name="Broadcast_52271" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
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@@ -2211,7 +2007,7 @@
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 			</output>
 		</layer>
-		<layer id="155" name="ReadValue_155332" type="ReadValue" version="opset6">
+		<layer id="136" name="ReadValue_49836" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.0.valuepresent.0.value" variable_type="f32" variable_shape="?,32,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -2230,13 +2026,13 @@
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 			</output>
 		</layer>
-		<layer id="156" name="Constant_150208" type="Const" version="opset1">
+		<layer id="137" name="Constant_47376" type="Const" version="opset1">
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 				<port id="0" precision="I64" />
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 		</layer>
-		<layer id="157" name="Gather_150209" type="Gather" version="opset8">
+		<layer id="138" name="Gather_47377" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -2259,94 +2055,134 @@
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 		</layer>
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-			<data element_type="u8" shape="4096, 4096" offset="227334648" size="16777216" />
+		<layer id="139" name="self.model.layers.0.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="227334560" size="8388608" />
 			<output>
-				<port id="0" precision="U8">
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+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="159" name="Convert_167447" type="Convert" version="opset1">
+		<layer id="140" name="Convert_74396" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
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-			<data element_type="u8" shape="4096, 1" offset="244111864" size="4096" />
+		<layer id="141" name="self.model.layers.0.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="235723168" size="65536" />
 			<output>
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 					<dim>4096</dim>
+					<dim>32</dim>
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 				</port>
 			</output>
 		</layer>
-		<layer id="161" name="Convert_167450" type="Convert" version="opset1">
+		<layer id="142" name="Convert_74398" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="162" name="self.model.layers.0.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="143" name="self.model.layers.0.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
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 		</layer>
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-			<data element_type="f16" shape="4096, 1" offset="244115960" size="8192" />
+		<layer id="144" name="self.model.layers.0.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="235788704" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="164" name="self.model.layers.0.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="145" name="self.model.layers.0.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="146" name="Constant_74403" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="218617904" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="147" name="Reshape_74404" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
@@ -2354,7 +2190,7 @@
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-		<layer id="165" name="self.model.layers.0.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -2369,7 +2205,7 @@
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-		<layer id="166" name="__module.model.layers.0.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="149" name="__module.model.layers.0.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -2383,14 +2219,14 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="167" name="Constant_130277" type="Const" version="opset1">
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@@ -2398,7 +2234,7 @@
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 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -2411,7 +2247,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -2419,7 +2255,7 @@
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-		<layer id="169" name="__module.model.layers.0.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
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 			<data element_type="i32" shape="4" offset="218617952" size="16" />
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@@ -2427,7 +2263,7 @@
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-		<layer id="170" name="__module.model.layers.0.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -2440,7 +2276,7 @@
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 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -2448,7 +2284,7 @@
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@@ -2473,66 +2309,67 @@
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-		<layer id="172" name="__module.model/aten::triu/Constant" type="Const" version="opset1">
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+		<layer id="156" name="Multiply_34318" type="Const" version="opset1">
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+		<layer id="157" name="Constant_34323" type="Const" version="opset1">
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 			<data output_type="i64" />
 			<input>
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 					<dim>-1</dim>
 					<dim>-1</dim>
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 			<output>
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 				<port id="0" precision="I64" />
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 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="178" name="Gather_127844" type="Gather" version="opset8">
+		<layer id="161" name="Gather_37982" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
-					<dim>2</dim>
+					<dim>3</dim>
 				</port>
 				<port id="1" precision="I64" />
 				<port id="2" precision="I64" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="303,308" />
+				<port id="3" precision="I64" names="319,324" />
 			</output>
 		</layer>
-		<layer id="179" name="Constant_127846" type="Const" version="opset1">
+		<layer id="162" name="Constant_37983" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -2540,7 +2377,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="180" name="Reshape_127847" type="Reshape" version="opset1">
+		<layer id="163" name="Reshape_37984" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -2554,7 +2391,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="181" name="ShapeOf_127849" type="ShapeOf" version="opset3">
+		<layer id="164" name="ShapeOf_37985" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="I64">
@@ -2568,19 +2405,19 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="182" name="Constant_127850" type="Const" version="opset1">
+		<layer id="165" name="Constant_37986" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="218618224" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="183" name="Constant_127851" type="Const" version="opset1">
+		<layer id="166" name="Constant_37987" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="184" name="Gather_127852" type="Gather" version="opset8">
+		<layer id="167" name="Gather_37988" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -2590,10 +2427,10 @@
 				<port id="2" precision="I64" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="309,327" />
+				<port id="3" precision="I64" names="325,343" />
 			</output>
 		</layer>
-		<layer id="185" name="Constant_127708" type="Const" version="opset1">
+		<layer id="168" name="Constant_37989" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -2601,7 +2438,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="186" name="__module.model/aten::slice/Unsqueeze_37" type="Reshape" version="opset1">
+		<layer id="169" name="Reshape_37990" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -2615,7 +2452,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="187" name="__module.model/prim::ListConstruct/Concat" type="Concat" version="opset1">
+		<layer id="170" name="__module.model/prim::ListConstruct" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -2626,12 +2463,12 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="I64" names="310">
+				<port id="2" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="188" name="Maximum_118034" type="Maximum" version="opset1">
+		<layer id="171" name="Maximum_34324" type="Maximum" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I64">
@@ -2647,7 +2484,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="189" name="__module.model/aten::mul/Multiply" type="Broadcast" version="opset3">
+		<layer id="172" name="__module.model/aten::mul/Multiply" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -2656,13 +2493,13 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="312">
+				<port id="2" precision="FP32" names="328">
 					<dim>-1</dim>
 					<dim>-1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="190" name="ShapeOf_127857" type="ShapeOf" version="opset3">
+		<layer id="173" name="ShapeOf_37991" type="ShapeOf" version="opset3">
 			<data output_type="i32" />
 			<input>
 				<port id="0" precision="FP32">
@@ -2676,19 +2513,19 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="191" name="Constant_127858" type="Const" version="opset1">
+		<layer id="174" name="Constant_37992" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="218618224" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="192" name="Constant_127859" type="Const" version="opset1">
+		<layer id="175" name="Constant_37993" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="193" name="Gather_127860" type="Gather" version="opset8">
+		<layer id="176" name="Gather_37994" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -2701,13 +2538,13 @@
 				<port id="3" precision="I32" />
 			</output>
 		</layer>
-		<layer id="194" name="__module.model/aten::triu/Constant_2" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="244124172" size="4" />
+		<layer id="177" name="__module.model/aten::triu/Constant_2" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="236050868" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="195" name="__module.model/aten::triu/Range" type="Range" version="opset4">
+		<layer id="178" name="__module.model/aten::triu/Range" type="Range" version="opset4">
 			<data output_type="i32" />
 			<input>
 				<port id="0" precision="I32" />
@@ -2720,23 +2557,12 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="196" name="Constant_127702" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="244124176" size="16" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>2</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="197" name="__module.model/aten::triu/Unsqueeze" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="179" name="__module.model/aten::triu/Unsqueeze" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="I32">
 					<dim>-1</dim>
 				</port>
-				<port id="1" precision="I64">
-					<dim>2</dim>
-				</port>
+				<port id="1" precision="I32" />
 			</input>
 			<output>
 				<port id="2" precision="I32">
@@ -2745,25 +2571,25 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="198" name="__module.model/aten::triu/Convert" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="244124172" size="4" />
+		<layer id="180" name="__module.model/aten::triu/Convert" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="236050868" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="199" name="Constant_127864" type="Const" version="opset1">
+		<layer id="181" name="Constant_37998" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="200" name="Constant_127865" type="Const" version="opset1">
+		<layer id="182" name="Constant_37999" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="201" name="Gather_127866" type="Gather" version="opset8">
+		<layer id="183" name="Gather_38000" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -2776,7 +2602,7 @@
 				<port id="3" precision="I32" />
 			</output>
 		</layer>
-		<layer id="202" name="__module.model/aten::triu/Add" type="Add" version="opset1">
+		<layer id="184" name="__module.model/aten::triu/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -2786,7 +2612,7 @@
 				<port id="2" precision="I32" />
 			</output>
 		</layer>
-		<layer id="203" name="__module.model/aten::triu/Range_1" type="Range" version="opset4">
+		<layer id="185" name="__module.model/aten::triu/Range_1" type="Range" version="opset4">
 			<data output_type="i32" />
 			<input>
 				<port id="0" precision="I32" />
@@ -2799,23 +2625,12 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="204" name="Constant_127704" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="244124192" size="16" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>2</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="205" name="__module.model/aten::triu/Unsqueeze_1" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="186" name="__module.model/aten::triu/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="I32">
 					<dim>-1</dim>
 				</port>
-				<port id="1" precision="I64">
-					<dim>2</dim>
-				</port>
+				<port id="1" precision="I32" />
 			</input>
 			<output>
 				<port id="2" precision="I32">
@@ -2824,7 +2639,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="206" name="__module.model/aten::triu/GreaterEqual" type="GreaterEqual" version="opset1">
+		<layer id="187" name="__module.model/aten::triu/GreaterEqual" type="GreaterEqual" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32">
@@ -2843,13 +2658,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="207" name="__module.model/aten::triu/ConvertLike" type="Const" version="opset1">
+		<layer id="188" name="__module.model/aten::triu/ConvertLike" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="208" name="__module.model/aten::triu/Select" type="Select" version="opset1">
+		<layer id="189" name="__module.model/aten::triu/Select" type="Select" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="BOOL">
@@ -2863,25 +2678,25 @@
 				<port id="2" precision="FP32" />
 			</input>
 			<output>
-				<port id="3" precision="FP32" names="313_1">
+				<port id="3" precision="FP32" names="329_1">
 					<dim>-1</dim>
 					<dim>-1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="209" name="__module.model/aten::arange/Constant" type="Const" version="opset1">
+		<layer id="190" name="__module.model/aten::arange/Constant" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="210" name="__module.model/aten::arange/Constant_1" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="244124172" size="4" />
+		<layer id="191" name="__module.model/aten::arange/Constant_1" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="236050868" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="211" name="__module.model/aten::arange/Range" type="Range" version="opset4">
+		<layer id="192" name="__module.model/aten::arange/Range" type="Range" version="opset4">
 			<data output_type="f32" />
 			<input>
 				<port id="0" precision="I32" />
@@ -2894,7 +2709,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="212" name="__module.model/aten::arange/ConvertLike" type="Convert" version="opset1">
+		<layer id="193" name="__module.model/aten::arange/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -2902,12 +2717,12 @@
 				</port>
 			</input>
 			<output>
-				<port id="1" precision="I64" names="314">
+				<port id="1" precision="I64" names="330">
 					<dim>-1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="213" name="__module.model/aten::gt/Convert" type="Convert" version="opset1">
+		<layer id="194" name="__module.model/aten::gt/Convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="I64">
@@ -2920,7 +2735,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="214" name="ShapeOf_127869" type="ShapeOf" version="opset3">
+		<layer id="195" name="ShapeOf_38003" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -2936,19 +2751,19 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="215" name="Constant_127870" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="218618284" size="8" />
+		<layer id="196" name="Constant_38004" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="236050872" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="216" name="Constant_127871" type="Const" version="opset1">
+		<layer id="197" name="Constant_38005" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="217" name="Gather_127872" type="Gather" version="opset8">
+		<layer id="198" name="Gather_38006" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -2958,26 +2773,26 @@
 				<port id="2" precision="I64" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="301" />
+				<port id="3" precision="I64" names="317" />
 			</output>
 		</layer>
-		<layer id="218" name="__module.model/aten::add/Add" type="Add" version="opset1">
+		<layer id="199" name="__module.model/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I64" />
 				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="I64" names="305" />
+				<port id="2" precision="I64" names="321" />
 			</output>
 		</layer>
-		<layer id="219" name="__module.model/aten::arange/Constant_2" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="244124172" size="4" />
+		<layer id="200" name="__module.model/aten::arange/Constant_2" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="236050868" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="220" name="__module.model/aten::arange/Range_1" type="Range" version="opset4">
+		<layer id="201" name="__module.model/aten::arange/Range_1" type="Range" version="opset4">
 			<data output_type="f32" />
 			<input>
 				<port id="0" precision="I64" />
@@ -2985,20 +2800,20 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="FP32" names="307,cache_position">
+				<port id="3" precision="FP32" names="323,cache_position">
 					<dim>-1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="221" name="Constant_205" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="244124192" size="16" />
+		<layer id="202" name="Constant_275" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="236050880" size="16" />
 			<output>
-				<port id="0" precision="I64" names="315">
+				<port id="0" precision="I64" names="331">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="222" name="__module.model/aten::reshape/Reshape" type="Reshape" version="opset1">
+		<layer id="203" name="__module.model/aten::reshape/Reshape" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -3009,13 +2824,13 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="316">
+				<port id="2" precision="FP32" names="332">
 					<dim>-1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="223" name="__module.model/aten::gt/Greater" type="Greater" version="opset1">
+		<layer id="204" name="__module.model/aten::gt/Greater" type="Greater" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -3027,13 +2842,13 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="BOOL" names="317">
+				<port id="2" precision="BOOL" names="333">
 					<dim>-1</dim>
 					<dim>-1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="224" name="__module.model/aten::mul_/ConvertLike" type="Convert" version="opset1">
+		<layer id="205" name="__module.model/aten::mul_/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="BOOL">
@@ -3048,7 +2863,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="225" name="__module.model/aten::mul_/Multiply" type="Multiply" version="opset1">
+		<layer id="206" name="__module.model/aten::mul_/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -3061,173 +2876,53 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="313,causal_mask.1">
+				<port id="2" precision="FP32" names="329,causal_mask.1">
 					<dim>-1</dim>
 					<dim>-1</dim>
 				</port>
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+				<port id="2" precision="FP32" names="335">
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-		</layer>
-		<layer id="236" name="Gather_150395" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="209" name="__module.model/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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+				<port id="1" precision="I64" />
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-			<input>
-				<port id="0" precision="FP32">
+				<port id="2" precision="FP32" names="336,337,338">
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 					<dim>-1</dim>
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 					<dim>-1</dim>
-					<dim>128</dim>
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 		</layer>
-		<layer id="238" name="Constant_127875" type="Const" version="opset1">
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@@ -3235,17 +2930,17 @@
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 			</output>
 		</layer>
-		<layer id="239" name="Constant_127876" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64" />
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 		</layer>
-		<layer id="240" name="Gather_127877" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>3</dim>
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 				<port id="1" precision="I64">
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@@ -3253,12 +2948,12 @@
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 			</input>
 			<output>
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+				<port id="3" precision="I64" names="339">
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 		</layer>
-		<layer id="241" name="Constant_99181" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
@@ -3266,7 +2961,7 @@
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 			</output>
 		</layer>
-		<layer id="242" name="Constant_99183" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -3274,7 +2969,7 @@
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 			</output>
 		</layer>
-		<layer id="243" name="Constant_99185" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -3282,7 +2977,7 @@
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 			</output>
 		</layer>
-		<layer id="244" name="__module.model/prim::ListConstruct/Concat_1" type="Concat" version="opset1">
+		<layer id="216" name="__module.model/prim::ListConstruct_1" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -3299,12 +2994,12 @@
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 			</input>
 			<output>
-				<port id="4" precision="I64" names="324">
+				<port id="4" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="245" name="__module.model/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="217" name="__module.model/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -3318,7 +3013,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
@@ -3326,7 +3021,7 @@
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 			</output>
 		</layer>
-		<layer id="246" name="Constant_81205" type="Const" version="opset1">
+		<layer id="218" name="Constant_29367" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="209901604" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -3334,7 +3029,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="247" name="SliceAssign_349/Reshape_3" type="Reshape" version="opset1">
+		<layer id="219" name="SliceAssign_492/Reshape_3" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -3353,13 +3048,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="248" name="Constant_54538" type="Const" version="opset1">
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 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="249" name="SliceAssign_349/ShapeOf" type="ShapeOf" version="opset3">
+		<layer id="221" name="SliceAssign_492/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -3375,7 +3070,7 @@
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 			</output>
 		</layer>
-		<layer id="250" name="SliceAssign_349/ReduceProd" type="ReduceProd" version="opset1">
+		<layer id="222" name="SliceAssign_492/ReduceProd" type="ReduceProd" version="opset1">
 			<data keep_dims="false" />
 			<input>
 				<port id="0" precision="I64">
@@ -3387,13 +3082,13 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="251" name="Constant_54539" type="Const" version="opset1">
+		<layer id="223" name="Constant_26296" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="218618224" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="252" name="SliceAssign_349/Range" type="Range" version="opset4">
+		<layer id="224" name="SliceAssign_492/Range" type="Range" version="opset4">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="I64" />
@@ -3406,7 +3101,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="253" name="SliceAssign_349/Reshape" type="Reshape" version="opset1">
+		<layer id="225" name="SliceAssign_492/Reshape" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64">
@@ -3425,69 +3120,23 @@
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 			</output>
 		</layer>
-		<layer id="254" name="Constant_106038" type="Const" version="opset1">
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-		<layer id="255" name="Constant_106039" type="Const" version="opset1">
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-		<layer id="256" name="Constant_106035" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="226" name="Constant_481" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
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 		</layer>
-		<layer id="257" name="Constant_106034" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="227" name="Constant_484" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
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-		<layer id="258" name="ScatterUpdate_106040" type="ScatterUpdate" version="opset3">
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 				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="3" precision="I32">
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-			<output>
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 			</output>
 		</layer>
-		<layer id="259" name="Constant_106043" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		<layer id="260" name="SliceAssign_349/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="228" name="SliceAssign_492/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="I64">
 					<dim>-1</dim>
@@ -3496,17 +3145,20 @@
 					<dim>-1</dim>
 				</port>
 				<port id="1" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="I64">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
@@ -3514,15 +3166,15 @@
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 			</output>
 		</layer>
-		<layer id="261" name="Constant_54541" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="244124192" size="16" />
+		<layer id="229" name="Constant_26298" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="236050880" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="262" name="SliceAssign_349/Reshape_4" type="Reshape" version="opset1">
+		<layer id="230" name="SliceAssign_492/Reshape_4" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64">
@@ -3542,24 +3194,23 @@
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 			</output>
 		</layer>
-		<layer id="263" name="Constant_106075" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="231" name="Constant_364" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="264" name="Constant_106080" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
+		<layer id="232" name="Constant_367" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 			</output>
 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="233" name="__module.model/aten::slice/Slice_5" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -3568,17 +3219,20 @@
 					<dim>-1</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="331,341,346_1">
+				<port id="5" precision="FP32" names="347,357,362_1">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
@@ -3586,26 +3240,39 @@
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 			</output>
 		</layer>
-		<layer id="266" name="Constant_127710" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="244124224" size="16" />
-			<output>
+		<layer id="234" name="__module.model/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+			<input>
 				<port id="0" precision="I64">
-					<dim>2</dim>
+					<dim>-1</dim>
+					<dim>-1</dim>
+				</port>
+				<port id="1" precision="I64" />
+			</input>
+			<output>
+				<port id="2" precision="I64" names="349">
+					<dim>-1</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="267" name="__module.model/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="235" name="242" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="236050872" size="8" />
+			<output>
+				<port id="0" precision="I64" names="242" />
+			</output>
+		</layer>
+		<layer id="236" name="__module.model/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
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 				<port id="0" precision="I64">
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@@ -3613,7 +3280,7 @@
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@@ -3632,7 +3299,7 @@
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 		</layer>
-		<layer id="269" name="__module.model/aten::add/Add_1" type="Add" version="opset1">
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@@ -3649,7 +3316,7 @@
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+				<port id="2" precision="FP32" names="352,padding_mask.1">
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@@ -3657,7 +3324,7 @@
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 		</layer>
-		<layer id="270" name="Constant_122973" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1, 1" offset="0" size="4" />
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@@ -3668,7 +3335,7 @@
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 			</output>
 		</layer>
-		<layer id="271" name="__module.model/aten::eq/Equal" type="Equal" version="opset1">
+		<layer id="240" name="__module.model/aten::eq/Equal" type="Equal" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -3685,7 +3352,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
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@@ -3693,13 +3360,13 @@
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 		</layer>
-		<layer id="272" name="__module.model/aten::masked_fill/ConvertLike" type="Const" version="opset1">
-			<data element_type="f32" shape="" offset="244124152" size="4" />
+		<layer id="241" name="__module.model/aten::masked_fill/ConvertLike" type="Const" version="opset1">
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 				<port id="0" precision="FP32" />
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 		</layer>
-		<layer id="273" name="__module.model/aten::masked_fill/Select" type="Select" version="opset1">
+		<layer id="242" name="__module.model/aten::masked_fill/Select" type="Select" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="BOOL">
@@ -3717,7 +3384,7 @@
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 			</input>
 			<output>
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+				<port id="3" precision="FP32" names="358">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
@@ -3725,7 +3392,7 @@
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 			</output>
 		</layer>
-		<layer id="274" name="__module.model/aten::copy_/ShapeOf" type="ShapeOf" version="opset3">
+		<layer id="243" name="__module.model/aten::copy_/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -3741,7 +3408,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="275" name="__module.model/aten::copy_/Broadcast" type="Broadcast" version="opset3">
+		<layer id="244" name="__module.model/aten::copy_/Broadcast" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -3755,7 +3422,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="362">
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 					<dim>-1</dim>
@@ -3763,7 +3430,7 @@
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 			</output>
 		</layer>
-		<layer id="276" name="Constant_81206" type="Const" version="opset1">
+		<layer id="245" name="Constant_29369" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="209901604" size="8" />
 			<output>
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@@ -3771,7 +3438,7 @@
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 			</output>
 		</layer>
-		<layer id="277" name="SliceAssign_349/Reshape_5" type="Reshape" version="opset1">
+		<layer id="246" name="SliceAssign_492/Reshape_5" type="Reshape" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
@@ -3790,7 +3457,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="278" name="SliceAssign_349/ScatterNDUpdate" type="ScatterNDUpdate" version="opset4">
+		<layer id="247" name="SliceAssign_492/ScatterNDUpdate" type="ScatterNDUpdate" version="opset4">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -3809,7 +3476,7 @@
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 			</output>
 		</layer>
-		<layer id="279" name="SliceAssign_349/Reshape_6" type="Reshape" version="opset1">
+		<layer id="248" name="SliceAssign_492/Reshape_6" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -3820,7 +3487,7 @@
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 			</input>
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 					<dim>1</dim>
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@@ -3828,31 +3495,15 @@
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 			</output>
 		</layer>
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-		<layer id="282" name="Constant_106122" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="249" name="Constant_1278" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
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 				<port id="0" precision="I64">
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="283" name="Constant_127879" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -3860,7 +3511,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="284" name="Reshape_127880" type="Reshape" version="opset1">
+		<layer id="251" name="Reshape_38014" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -3874,7 +3525,7 @@
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 			</output>
 		</layer>
-		<layer id="285" name="ShapeOf_127881" type="ShapeOf" version="opset3">
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 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -3890,21 +3541,21 @@
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 			</output>
 		</layer>
-		<layer id="286" name="Constant_127882" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618284" size="8" />
+		<layer id="253" name="Constant_38016" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="236050872" size="8" />
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 				<port id="0" precision="I64">
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="287" name="Constant_127883" type="Const" version="opset1">
+		<layer id="254" name="Constant_38017" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="288" name="Gather_127884" type="Gather" version="opset8">
+		<layer id="255" name="Gather_38018" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -3921,7 +3572,7 @@
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 			</output>
 		</layer>
-		<layer id="289" name="Add_127885" type="Add" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I64">
@@ -3932,50 +3583,20 @@
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 			</input>
 			<output>
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+				<port id="2" precision="I64" names="470">
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 		</layer>
-		<layer id="290" name="Constant_106121" type="Const" version="opset1">
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+		<layer id="257" name="Constant_1281" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
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 				<port id="0" precision="I64">
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-		<layer id="292" name="Constant_106130" type="Const" version="opset1">
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-				<port id="0" precision="I64">
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="258" name="__module.model.layers.0.self_attn/aten::slice/Slice_7" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -3984,17 +3605,20 @@
 					<dim>-1</dim>
 				</port>
 				<port id="1" precision="I64">
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 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="474">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
@@ -4002,7 +3626,7 @@
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 			</output>
 		</layer>
-		<layer id="294" name="__module.model.layers.0.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="259" name="__module.model.layers.0.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -4031,7 +3655,7 @@
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 			</input>
 			<output>
-				<port id="4" precision="FP32" names="458,attn_output.1">
+				<port id="4" precision="FP32" names="475,attn_output.1">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -4039,7 +3663,7 @@
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 			</output>
 		</layer>
-		<layer id="295" name="__module.model.layers.0.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="260" name="__module.model.layers.0.self_attn/aten::transpose/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -4047,7 +3671,7 @@
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 			</output>
 		</layer>
-		<layer id="296" name="__module.model.layers.0.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="261" name="__module.model.layers.0.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -4060,7 +3684,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="476">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -4068,36 +3692,21 @@
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 			</output>
 		</layer>
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-			<data element_type="i64" shape="2" offset="244124208" size="16" />
+		<layer id="262" name="Constant_33813" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="236050896" size="16" />
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 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
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 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
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 		</layer>
-		<layer id="300" name="Gather_102628" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -4114,15 +3723,15 @@
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 			</output>
 		</layer>
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-			<data element_type="i64" shape="1" offset="244124240" size="8" />
+		<layer id="265" name="Constant_1355" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 			</output>
 		</layer>
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+		<layer id="266" name="__module.model.layers.0.self_attn/prim::ListConstruct_3" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -4133,12 +3742,12 @@
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 			</input>
 			<output>
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 					<dim>3</dim>
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 		</layer>
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+		<layer id="267" name="__module.model.layers.0.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -4152,15 +3761,15 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>-1</dim>
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 		</layer>
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+		<layer id="268" name="self.model.layers.0.self_attn.o_proj.weight" type="Const" version="opset1">
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 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -4169,7 +3778,7 @@
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 			</output>
 		</layer>
-		<layer id="305" name="Convert_167468" type="Convert" version="opset1">
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 			<data destination_type="f16" />
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@@ -4196,7 +3805,7 @@
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@@ -4213,7 +3822,7 @@
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@@ -4235,8 +3844,8 @@
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@@ -4267,7 +3876,7 @@
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@@ -4275,7 +3884,7 @@
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@@ -4294,7 +3903,7 @@
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@@ -4362,7 +3971,7 @@
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@@ -4372,7 +3981,7 @@
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@@ -4382,7 +3991,7 @@
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@@ -4442,7 +4051,7 @@
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@@ -4480,7 +4089,7 @@
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@@ -4556,7 +4165,7 @@
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@@ -4573,8 +4182,8 @@
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@@ -4583,7 +4192,7 @@
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@@ -4632,7 +4241,7 @@
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@@ -4654,15 +4263,15 @@
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@@ -4681,7 +4290,7 @@
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@@ -4696,7 +4305,7 @@
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+					<dim>32</dim>
+					<dim>128</dim>
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+		<layer id="311" name="Constant_73336" type="Const" version="opset1">
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+					<dim>128</dim>
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@@ -4828,7 +4477,7 @@
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@@ -4843,7 +4492,7 @@
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@@ -4896,7 +4545,7 @@
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@@ -4913,8 +4562,8 @@
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@@ -4923,7 +4572,7 @@
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@@ -4940,7 +4589,7 @@
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@@ -4962,8 +4611,8 @@
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@@ -4972,7 +4621,7 @@
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@@ -4994,15 +4643,15 @@
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+		<layer id="323" name="Constant_73358" type="Const" version="opset1">
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-		<layer id="358" name="Reshape_166409" type="Reshape" version="opset1">
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@@ -5021,7 +4670,7 @@
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@@ -5036,7 +4685,7 @@
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@@ -5072,15 +4721,15 @@
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@@ -5089,7 +4738,7 @@
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@@ -5099,7 +4748,7 @@
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@@ -5109,7 +4758,7 @@
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@@ -5124,22 +4773,22 @@
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 			<data element_type="i64" shape="1" offset="209901604" size="8" />
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@@ -5152,14 +4801,14 @@
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-		<layer id="368" name="Constant_122979" type="Const" version="opset1">
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@@ -5207,7 +4856,7 @@
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@@ -5283,7 +4932,7 @@
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@@ -5300,8 +4949,8 @@
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@@ -5310,7 +4959,7 @@
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@@ -5327,7 +4976,7 @@
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@@ -5359,7 +5008,7 @@
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@@ -5381,7 +5030,7 @@
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@@ -5389,7 +5038,7 @@
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@@ -5408,7 +5057,7 @@
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@@ -5423,7 +5072,7 @@
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@@ -5437,14 +5086,14 @@
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@@ -5452,7 +5101,7 @@
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@@ -5465,7 +5114,7 @@
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 					<dim>-1</dim>
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@@ -5473,7 +5122,7 @@
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@@ -5481,7 +5130,7 @@
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 		</layer>
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 				<port id="0" precision="FP32">
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@@ -5494,7 +5143,7 @@
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 			<output>
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+				<port id="2" precision="FP32" names="547,q.3">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -5502,142 +5151,7 @@
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 		</layer>
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-		</layer>
-		<layer id="397" name="__module.model.layers.1.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="355" name="__module.model.layers.1.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -5654,7 +5168,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="556">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -5662,144 +5176,31 @@
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-		<layer id="399" name="Constant_106134" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="356" name="Constant_1847" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
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-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="357" name="Constant_1849" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618252" size="8" />
 			<output>
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-				<port id="0" precision="I64" />
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-		<layer id="407" name="Constant_106133" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="358" name="Constant_1851" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="359" name="__module.model.layers.1.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -5808,17 +5209,20 @@
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 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -5826,8 +5230,8 @@
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+		<layer id="360" name="Constant_36888" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -5837,7 +5241,7 @@
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 		</layer>
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+		<layer id="361" name="__module.model.layers.1.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -5854,7 +5258,7 @@
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -5862,24 +5266,31 @@
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 			<output>
 				<port id="0" precision="I64">
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 			<output>
 				<port id="0" precision="I64">
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="364" name="Constant_1790" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
+			<output>
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+		<layer id="365" name="__module.model.layers.1.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
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@@ -5888,17 +5299,20 @@
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@@ -6015,13 +5395,13 @@
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@@ -6029,7 +5409,7 @@
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@@ -6037,7 +5417,7 @@
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@@ -6045,7 +5425,7 @@
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-		<layer id="426" name="Concat_160456" type="Concat" version="opset1">
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@@ -6067,7 +5447,7 @@
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@@ -6132,8 +5512,8 @@
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@@ -6142,7 +5522,7 @@
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@@ -6159,8 +5539,8 @@
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 					<dim>4096</dim>
@@ -6169,7 +5549,7 @@
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 			<input>
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@@ -6186,7 +5566,7 @@
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@@ -6208,8 +5588,8 @@
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@@ -6218,7 +5598,7 @@
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@@ -6240,7 +5620,7 @@
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@@ -6248,7 +5628,7 @@
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@@ -6267,7 +5647,7 @@
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 			<input>
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@@ -6282,7 +5662,7 @@
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@@ -6311,7 +5691,7 @@
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@@ -6324,7 +5704,7 @@
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@@ -6340,7 +5720,7 @@
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@@ -6378,7 +5758,7 @@
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="397" name="__module.model.layers.1.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
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@@ -6532,17 +5799,20 @@
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 			<output>
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 					<dim>32</dim>
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@@ -6550,8 +5820,8 @@
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-			<data element_type="f32" shape="1, 1, 1, 1" offset="218618356" size="4" />
+		<layer id="398" name="Constant_36889" type="Const" version="opset1">
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@@ -6561,7 +5831,7 @@
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 		</layer>
-		<layer id="462" name="__module.model.layers.1.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="399" name="__module.model.layers.1.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
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@@ -6578,7 +5848,7 @@
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 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -6586,24 +5856,31 @@
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-		<layer id="463" name="Constant_106287" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="400" name="Constant_1887" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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-			<data element_type="i64" shape="4" offset="218618324" size="32" />
+		<layer id="401" name="Constant_1931" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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+			</output>
+		</layer>
+		<layer id="402" name="Constant_1933" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="403" name="__module.model.layers.1.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -6612,17 +5889,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="577">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -6630,7 +5910,7 @@
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 			</output>
 		</layer>
-		<layer id="466" name="__module.model.layers.1.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="404" name="__module.model.layers.1.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
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 			<input>
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@@ -6647,7 +5927,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="585">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -6655,7 +5935,7 @@
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 			</output>
 		</layer>
-		<layer id="467" name="__module.model.layers.1.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="405" name="__module.model.layers.1.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -6672,7 +5952,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="586">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -6680,7 +5960,7 @@
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 			</output>
 		</layer>
-		<layer id="468" name="__module.model.layers.1.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="406" name="__module.model.layers.1.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -6697,7 +5977,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="587">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -6705,7 +5985,7 @@
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 			</output>
 		</layer>
-		<layer id="469" name="__module.model.layers.1.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="407" name="__module.model.layers.1.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
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@@ -6730,13 +6010,13 @@
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 			</output>
 		</layer>
-		<layer id="470" name="Constant_160471" type="Const" version="opset1">
+		<layer id="408" name="Constant_52294" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="471" name="Constant_160464" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
@@ -6744,7 +6024,7 @@
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 			</output>
 		</layer>
-		<layer id="472" name="Constant_160466" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
@@ -6752,7 +6032,7 @@
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 			</output>
 		</layer>
-		<layer id="473" name="Constant_160468" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -6760,7 +6040,7 @@
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 			</output>
 		</layer>
-		<layer id="474" name="Concat_160469" type="Concat" version="opset1">
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 			<input>
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@@ -6782,7 +6062,7 @@
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 			</output>
 		</layer>
-		<layer id="475" name="Broadcast_160472" type="Broadcast" version="opset3">
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 			<data mode="numpy" />
 			<input>
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@@ -6799,7 +6079,7 @@
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 			</output>
 		</layer>
-		<layer id="476" name="ReadValue_155336" type="ReadValue" version="opset6">
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 			<input>
 				<port id="0" precision="FP32">
@@ -6818,13 +6098,13 @@
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 			</output>
 		</layer>
-		<layer id="477" name="Constant_150214" type="Const" version="opset1">
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 				<port id="0" precision="I64" />
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 		</layer>
-		<layer id="478" name="Gather_150215" type="Gather" version="opset8">
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 			<input>
 				<port id="0" precision="FP32">
@@ -6847,94 +6127,134 @@
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 			</output>
 		</layer>
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-			<data element_type="u8" shape="4096, 4096" offset="362277752" size="16777216" />
+		<layer id="417" name="self.model.layers.1.self_attn.v_proj.weight" type="Const" version="opset1">
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 			<output>
-				<port id="0" precision="U8">
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+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="480" name="Convert_167491" type="Convert" version="opset1">
+		<layer id="418" name="Convert_74440" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
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 		</layer>
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-			<data element_type="u8" shape="4096, 1" offset="379054968" size="4096" />
+		<layer id="419" name="self.model.layers.1.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="340896256" size="65536" />
 			<output>
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 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="482" name="Convert_167494" type="Convert" version="opset1">
+		<layer id="420" name="Convert_74442" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
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 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="483" name="self.model.layers.1.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
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 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
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 		</layer>
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-			<data element_type="f16" shape="4096, 1" offset="379059064" size="8192" />
+		<layer id="422" name="self.model.layers.1.self_attn.v_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
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 					<dim>1</dim>
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
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 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="424" name="Constant_74447" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="218617904" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="425" name="Reshape_74448" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I64">
+					<dim>2</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
@@ -6942,7 +6262,7 @@
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 			<input>
 				<port id="0" precision="FP16">
@@ -6957,7 +6277,7 @@
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 			<data transpose_a="false" transpose_b="true" />
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@@ -6971,14 +6291,14 @@
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 			<output>
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 					<dim>-1</dim>
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-		<layer id="488" name="Constant_130280" type="Const" version="opset1">
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 			<data element_type="i64" shape="4" offset="218617920" size="32" />
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@@ -6986,7 +6306,7 @@
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@@ -6999,7 +6319,7 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -7007,7 +6327,7 @@
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-		<layer id="490" name="__module.model.layers.1.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
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 			<data element_type="i32" shape="4" offset="218617952" size="16" />
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@@ -7015,7 +6335,7 @@
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 		</layer>
-		<layer id="491" name="__module.model.layers.1.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -7028,7 +6348,7 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -7036,7 +6356,7 @@
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@@ -7061,31 +6381,15 @@
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-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="433" name="Constant_2058" type="Const" version="opset1">
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@@ -7101,21 +6405,21 @@
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+		<layer id="435" name="Constant_38085" type="Const" version="opset1">
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-		<layer id="499" name="Gather_127955" type="Gather" version="opset8">
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@@ -7132,7 +6436,7 @@
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-		<layer id="500" name="ShapeOf_127956" type="ShapeOf" version="opset3">
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@@ -7148,21 +6452,21 @@
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-			<data element_type="i64" shape="1" offset="218618284" size="8" />
+		<layer id="439" name="Constant_38089" type="Const" version="opset1">
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-		<layer id="503" name="Gather_127959" type="Gather" version="opset8">
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@@ -7179,7 +6483,7 @@
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 		</layer>
-		<layer id="504" name="Add_127960" type="Add" version="opset1">
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@@ -7190,50 +6494,20 @@
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-		<layer id="505" name="Constant_106333" type="Const" version="opset1">
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+		<layer id="443" name="Constant_2061" type="Const" version="opset1">
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+		<layer id="444" name="__module.model.layers.1.self_attn/aten::slice/Slice_7" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
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@@ -7242,17 +6516,20 @@
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@@ -7260,7 +6537,7 @@
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 			<data causal="false" />
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@@ -7289,7 +6566,7 @@
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 					<dim>32</dim>
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@@ -7297,7 +6574,7 @@
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@@ -7305,7 +6582,7 @@
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 			<input>
 				<port id="0" precision="FP32">
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@@ -7318,7 +6595,7 @@
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -7326,7 +6603,7 @@
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 			<data output_type="i64" />
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@@ -7341,21 +6618,21 @@
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 		</layer>
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 		</layer>
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 			<input>
 				<port id="0" precision="I64">
@@ -7372,7 +6649,15 @@
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 		</layer>
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+		<layer id="452" name="Constant_2135" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="209901604" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
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+		<layer id="453" name="__module.model.layers.1.self_attn/prim::ListConstruct_3" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -7383,12 +6668,12 @@
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 			</input>
 			<output>
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 		</layer>
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 			<data special_zero="false" />
 			<input>
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@@ -7402,15 +6687,15 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
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 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -7419,7 +6704,7 @@
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 			</output>
 		</layer>
-		<layer id="519" name="Convert_167512" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -7436,8 +6721,8 @@
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 		</layer>
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-			<data element_type="u4" shape="4096, 32, 1" offset="387455864" size="65536" />
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 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -7446,7 +6731,7 @@
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 			</output>
 		</layer>
-		<layer id="521" name="Convert_167514" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -7463,7 +6748,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -7485,8 +6770,8 @@
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 			</output>
 		</layer>
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-			<data element_type="f16" shape="4096, 32, 1" offset="387521400" size="262144" />
+		<layer id="460" name="self.model.layers.1.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="349678080" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -7495,7 +6780,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -7517,7 +6802,7 @@
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 			</output>
 		</layer>
-		<layer id="525" name="Constant_167519" type="Const" version="opset1">
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 			<data element_type="i64" shape="2" offset="218617904" size="16" />
 			<output>
 				<port id="0" precision="I64">
@@ -7525,7 +6810,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="526" name="Reshape_167520" type="Reshape" version="opset1">
+		<layer id="463" name="Reshape_74470" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -7544,7 +6829,7 @@
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 			</output>
 		</layer>
-		<layer id="527" name="self.model.layers.1.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -7559,13 +6844,13 @@
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 		</layer>
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 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
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 				<port id="1" precision="FP32">
 					<dim>4096</dim>
@@ -7573,14 +6858,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="603,605,hidden_states.39">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 				<port id="0" precision="FP32">
@@ -7595,15 +6880,15 @@
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+				<port id="2" precision="FP32" names="608,610,621,hidden_states.41,hidden_states.43">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
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+		<layer id="467" name="Constant_36893" type="Const" version="opset1">
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 					<dim>1</dim>
@@ -7612,7 +6897,7 @@
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 		</layer>
-		<layer id="531" name="Constant_122986" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="209901596" size="4" />
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@@ -7622,7 +6907,7 @@
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 		</layer>
-		<layer id="532" name="Constant_122984" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="209901600" size="4" />
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@@ -7632,7 +6917,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -7647,22 +6932,22 @@
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 					<dim>4096</dim>
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@@ -7692,7 +6977,7 @@
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@@ -7730,7 +7015,7 @@
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@@ -7745,14 +7030,14 @@
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@@ -7789,15 +7074,15 @@
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@@ -7806,7 +7091,7 @@
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@@ -7823,8 +7108,8 @@
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@@ -7833,7 +7118,7 @@
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@@ -7850,7 +7135,7 @@
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@@ -7872,8 +7157,8 @@
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@@ -7882,7 +7167,7 @@
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@@ -7904,15 +7189,15 @@
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@@ -7931,7 +7216,7 @@
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@@ -7946,7 +7231,7 @@
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 			<input>
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 			<input>
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 				<port id="1" precision="FP16">
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+					<dim>128</dim>
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+		<layer id="498" name="Constant_73369" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="268208608" size="16" />
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@@ -8078,7 +7403,7 @@
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@@ -8093,7 +7418,7 @@
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@@ -9279,7 +8335,7 @@
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@@ -9287,7 +8343,7 @@
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@@ -9295,7 +8351,7 @@
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@@ -9317,7 +8373,7 @@
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@@ -9334,7 +8390,7 @@
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@@ -9353,13 +8409,13 @@
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@@ -9382,8 +8438,8 @@
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@@ -9392,7 +8448,7 @@
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@@ -9409,8 +8465,8 @@
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@@ -9419,7 +8475,7 @@
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@@ -9436,7 +8492,7 @@
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@@ -9458,8 +8514,8 @@
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@@ -9468,7 +8524,7 @@
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@@ -9490,7 +8546,7 @@
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@@ -9498,7 +8554,7 @@
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 		</layer>
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 			<input>
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@@ -9517,7 +8573,7 @@
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 		</layer>
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 			<input>
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@@ -9532,7 +8588,7 @@
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 		</layer>
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@@ -9546,14 +8602,14 @@
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@@ -9561,7 +8617,7 @@
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@@ -9574,7 +8630,7 @@
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 					<dim>32</dim>
@@ -9582,7 +8638,7 @@
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 			<data element_type="i32" shape="4" offset="218617952" size="16" />
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@@ -9590,7 +8646,7 @@
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 				<port id="0" precision="FP32">
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@@ -9603,7 +8659,7 @@
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 					<dim>32</dim>
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@@ -9611,7 +8667,7 @@
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+		<layer id="580" name="__module.model.layers.2.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -9628,7 +8684,7 @@
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 					<dim>32</dim>
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@@ -9636,76 +8692,23 @@
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+		<layer id="581" name="Constant_2770" type="Const" version="opset1">
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-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="582" name="Constant_2772" type="Const" version="opset1">
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-		<layer id="668" name="Constant_127718" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="218618224" size="8" />
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@@ -9713,67 +8716,7 @@
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+		<layer id="584" name="__module.model.layers.2.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
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@@ -9782,17 +8725,20 @@
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 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -9800,8 +8746,8 @@
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@@ -9811,7 +8757,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -9828,7 +8774,7 @@
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -9836,24 +8782,31 @@
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 				<port id="0" precision="I64">
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 			<output>
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+		<layer id="589" name="Constant_2713" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
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 				<port id="0" precision="FP32">
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@@ -9862,17 +8815,20 @@
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@@ -9980,13 +8936,13 @@
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@@ -9994,7 +8950,7 @@
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@@ -10002,7 +8958,7 @@
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@@ -10010,7 +8966,7 @@
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@@ -10032,7 +8988,7 @@
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-		<layer id="689" name="Broadcast_160498" type="Broadcast" version="opset3">
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 		</layer>
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-		<layer id="692" name="Gather_150221" type="Gather" version="opset8">
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@@ -10097,94 +9053,134 @@
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 		</layer>
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 			<input>
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 					<dim>4096</dim>
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-			<data element_type="u8" shape="4096, 1" offset="513997944" size="4096" />
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 					<dim>4096</dim>
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 		</layer>
-		<layer id="696" name="Convert_167538" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
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 					<dim>4096</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
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 				<port id="1" precision="FP16">
 					<dim>4096</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
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 				<port id="0" precision="FP16">
 					<dim>4096</dim>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
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 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
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+			<output>
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+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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+		<layer id="611" name="Constant_74491" type="Const" version="opset1">
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+				<port id="0" precision="I64">
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+				<port id="0" precision="FP16">
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+					<dim>32</dim>
+					<dim>128</dim>
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 			<output>
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@@ -10192,7 +9188,7 @@
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@@ -10207,7 +9203,7 @@
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 			<data transpose_a="false" transpose_b="true" />
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@@ -10221,14 +9217,14 @@
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@@ -10236,7 +9232,7 @@
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@@ -10249,7 +9245,7 @@
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 					<dim>-1</dim>
 					<dim>32</dim>
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@@ -10265,7 +9261,7 @@
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 			<input>
 				<port id="0" precision="FP32">
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@@ -10278,7 +9274,7 @@
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -10286,7 +9282,7 @@
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@@ -10311,31 +9307,15 @@
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+		<layer id="620" name="Constant_2838" type="Const" version="opset1">
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@@ -10351,21 +9331,21 @@
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+		<layer id="622" name="Constant_38158" type="Const" version="opset1">
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-		<layer id="713" name="Gather_128030" type="Gather" version="opset8">
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 			<input>
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@@ -10382,7 +9362,7 @@
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@@ -10398,21 +9378,21 @@
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 				<port id="0" precision="I64" />
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-		<layer id="717" name="Gather_128034" type="Gather" version="opset8">
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 			<input>
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@@ -10429,7 +9409,7 @@
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 		</layer>
-		<layer id="718" name="Add_128035" type="Add" version="opset1">
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 			<data auto_broadcast="numpy" />
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 				<port id="0" precision="I64">
@@ -10440,50 +9420,20 @@
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@@ -10510,7 +9463,7 @@
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@@ -10576,7 +9529,7 @@
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@@ -10622,7 +9575,15 @@
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+		<layer id="639" name="Constant_2915" type="Const" version="opset1">
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@@ -10633,12 +9594,12 @@
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@@ -10669,7 +9630,7 @@
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 		</layer>
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@@ -10686,8 +9647,8 @@
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@@ -10696,7 +9657,7 @@
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@@ -10713,7 +9674,7 @@
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@@ -10735,8 +9696,8 @@
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 					<dim>4096</dim>
@@ -10745,7 +9706,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -10767,7 +9728,7 @@
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 		</layer>
-		<layer id="739" name="Constant_167563" type="Const" version="opset1">
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@@ -10775,7 +9736,7 @@
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 			</output>
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-		<layer id="740" name="Reshape_167564" type="Reshape" version="opset1">
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@@ -10794,7 +9755,7 @@
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 			<input>
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@@ -10809,13 +9770,13 @@
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 					<dim>-1</dim>
 					<dim>-1</dim>
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 				<port id="1" precision="FP32">
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 					<dim>4096</dim>
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@@ -11056,7 +10017,7 @@
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@@ -11073,8 +10034,8 @@
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@@ -11083,7 +10044,7 @@
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@@ -11100,7 +10061,7 @@
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@@ -11122,8 +10083,8 @@
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@@ -11132,7 +10093,7 @@
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@@ -11154,15 +10115,15 @@
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@@ -11181,7 +10142,7 @@
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@@ -11196,7 +10157,7 @@
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-			<data element_type="u8" shape="11008, 4096" offset="546167928" size="45088768" />
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-		<layer id="769" name="Convert_166446" type="Convert" version="opset1">
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 			<input>
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-			<data element_type="u8" shape="11008, 1" offset="591256696" size="11008" />
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-		<layer id="771" name="Convert_166449" type="Convert" version="opset1">
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 			<data destination_type="f16" />
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 				<port id="0" precision="FP16">
 					<dim>11008</dim>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
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 				<port id="1" precision="FP16">
 					<dim>11008</dim>
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 					<dim>1</dim>
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+			<output>
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+					<dim>32</dim>
+					<dim>128</dim>
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+		</layer>
+		<layer id="685" name="Constant_73402" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="268208608" size="16" />
+			<output>
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+		<layer id="686" name="Reshape_73403" type="Reshape" version="opset1">
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+			<input>
+				<port id="0" precision="FP16">
+					<dim>11008</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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@@ -11328,7 +10329,7 @@
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@@ -11343,7 +10344,7 @@
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@@ -11357,14 +10358,14 @@
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@@ -11379,15 +10380,15 @@
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@@ -11396,7 +10397,7 @@
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-		<layer id="779" name="Convert_166467" type="Convert" version="opset1">
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@@ -11413,8 +10414,8 @@
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-			<data element_type="u4" shape="4096, 86, 1" offset="613834104" size="176128" />
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@@ -11423,7 +10424,7 @@
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-		<layer id="781" name="Convert_166469" type="Convert" version="opset1">
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@@ -11440,7 +10441,7 @@
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="733" name="__module.model.layers.3.self_attn/aten::slice/Slice" type="Slice" version="opset8">
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@@ -12308,17 +11061,20 @@
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@@ -12326,8 +11082,8 @@
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+		<layer id="734" name="Constant_36908" type="Const" version="opset1">
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@@ -12337,7 +11093,7 @@
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+		<layer id="735" name="__module.model.layers.3.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
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@@ -12354,7 +11110,7 @@
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -12362,24 +11118,31 @@
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-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="736" name="Constant_3304" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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-			<data element_type="i64" shape="4" offset="218618324" size="32" />
+		<layer id="737" name="Constant_3348" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="738" name="Constant_3350" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
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+			</output>
+		</layer>
+		<layer id="739" name="__module.model.layers.3.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -12388,17 +11151,20 @@
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 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -12406,7 +11172,7 @@
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 			</output>
 		</layer>
-		<layer id="845" name="__module.model.layers.3.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="740" name="__module.model.layers.3.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -12423,7 +11189,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="813">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -12431,41 +11197,7 @@
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 			</output>
 		</layer>
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-				<port id="0" precision="FP32">
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-		<layer id="848" name="__module.model.layers.3.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="741" name="__module.model.layers.3.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -12482,7 +11214,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="814">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -12490,7 +11222,7 @@
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 			</output>
 		</layer>
-		<layer id="849" name="__module.model.layers.3.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="742" name="__module.model.layers.3.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -12507,7 +11239,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="876">
+				<port id="2" precision="FP32" names="815">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -12515,13 +11247,13 @@
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 			</output>
 		</layer>
-		<layer id="850" name="Constant_160510" type="Const" version="opset1">
+		<layer id="743" name="Constant_52330" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="851" name="Constant_160503" type="Const" version="opset1">
+		<layer id="744" name="Constant_52323" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -12529,7 +11261,7 @@
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 			</output>
 		</layer>
-		<layer id="852" name="Constant_160505" type="Const" version="opset1">
+		<layer id="745" name="Constant_52325" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -12537,7 +11269,7 @@
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 			</output>
 		</layer>
-		<layer id="853" name="Constant_160507" type="Const" version="opset1">
+		<layer id="746" name="Constant_52327" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -12545,7 +11277,7 @@
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 			</output>
 		</layer>
-		<layer id="854" name="Concat_160508" type="Concat" version="opset1">
+		<layer id="747" name="Concat_52328" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -12567,7 +11299,7 @@
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 			</output>
 		</layer>
-		<layer id="855" name="Broadcast_160511" type="Broadcast" version="opset3">
+		<layer id="748" name="Broadcast_52331" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -12584,7 +11316,7 @@
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 			</output>
 		</layer>
-		<layer id="856" name="ReadValue_155422" type="ReadValue" version="opset6">
+		<layer id="749" name="ReadValue_49926" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.3.keypresent.3.key" variable_type="f32" variable_shape="?,32,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -12603,13 +11335,13 @@
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 			</output>
 		</layer>
-		<layer id="857" name="Constant_150223" type="Const" version="opset1">
+		<layer id="750" name="Constant_47391" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="858" name="Gather_150224" type="Gather" version="opset8">
+		<layer id="751" name="Gather_47392" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -12632,8 +11364,8 @@
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 			</output>
 		</layer>
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+		<layer id="752" name="self.model.layers.3.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="534137344" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -12642,7 +11374,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="860" name="Convert_167567" type="Convert" version="opset1">
+		<layer id="753" name="Convert_74517" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -12659,8 +11391,8 @@
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 			</output>
 		</layer>
-		<layer id="861" name="self.model.layers.3.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 1" offset="631836024" size="65536" />
+		<layer id="754" name="self.model.layers.3.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="542525952" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -12669,7 +11401,7 @@
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 			</output>
 		</layer>
-		<layer id="862" name="Convert_167569" type="Convert" version="opset1">
+		<layer id="755" name="Convert_74519" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -12686,7 +11418,7 @@
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 			</output>
 		</layer>
-		<layer id="863" name="self.model.layers.3.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -12708,8 +11440,8 @@
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 			</output>
 		</layer>
-		<layer id="864" name="self.model.layers.3.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="631901560" size="262144" />
+		<layer id="757" name="self.model.layers.3.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="542591488" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -12718,7 +11450,7 @@
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 			</output>
 		</layer>
-		<layer id="865" name="self.model.layers.3.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="758" name="self.model.layers.3.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -12740,7 +11472,7 @@
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 			</output>
 		</layer>
-		<layer id="866" name="Constant_167574" type="Const" version="opset1">
+		<layer id="759" name="Constant_74524" type="Const" version="opset1">
 			<data element_type="i64" shape="2" offset="218617904" size="16" />
 			<output>
 				<port id="0" precision="I64">
@@ -12748,7 +11480,7 @@
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 			</output>
 		</layer>
-		<layer id="867" name="Reshape_167575" type="Reshape" version="opset1">
+		<layer id="760" name="Reshape_74525" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -12767,7 +11499,7 @@
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 			</output>
 		</layer>
-		<layer id="868" name="self.model.layers.3.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="761" name="self.model.layers.3.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -12782,7 +11514,7 @@
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@@ -12824,7 +11556,7 @@
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@@ -12840,7 +11572,7 @@
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@@ -12853,7 +11585,7 @@
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@@ -12861,7 +11593,7 @@
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-		<layer id="874" name="__module.model.layers.3.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="767" name="__module.model.layers.3.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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 					<dim>32</dim>
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@@ -12886,76 +11618,23 @@
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-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="768" name="Constant_3550" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
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-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="769" name="Constant_3552" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618252" size="8" />
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="882" name="Constant_127722" type="Const" version="opset1">
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@@ -12963,67 +11642,7 @@
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="771" name="__module.model.layers.3.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
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@@ -13032,17 +11651,20 @@
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 					<dim>32</dim>
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@@ -13050,8 +11672,8 @@
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+		<layer id="772" name="Constant_36909" type="Const" version="opset1">
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@@ -13061,7 +11683,7 @@
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+		<layer id="773" name="__module.model.layers.3.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -13078,7 +11700,7 @@
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -13086,24 +11708,31 @@
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 				<port id="0" precision="I64">
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+		<layer id="775" name="Constant_3491" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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+					<dim>1</dim>
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+		<layer id="776" name="Constant_3493" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
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+				<port id="0" precision="I64">
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="777" name="__module.model.layers.3.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -13112,17 +11741,20 @@
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 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -13130,7 +11762,7 @@
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 			<data axis="-1" />
 			<input>
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@@ -13147,7 +11779,7 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -13155,7 +11787,7 @@
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 		</layer>
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+		<layer id="779" name="__module.model.layers.3.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -13172,7 +11804,7 @@
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -13180,7 +11812,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -13197,7 +11829,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -13205,7 +11837,7 @@
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 			</output>
 		</layer>
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 			<data axis="-2" />
 			<input>
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@@ -13230,13 +11862,13 @@
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 		</layer>
-		<layer id="898" name="Constant_160523" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32" />
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-		<layer id="899" name="Constant_160516" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
@@ -13244,7 +11876,7 @@
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 			</output>
 		</layer>
-		<layer id="900" name="Constant_160518" type="Const" version="opset1">
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 				<port id="0" precision="I64">
@@ -13252,7 +11884,7 @@
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 			</output>
 		</layer>
-		<layer id="901" name="Constant_160520" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
@@ -13260,7 +11892,7 @@
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 		</layer>
-		<layer id="902" name="Concat_160521" type="Concat" version="opset1">
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 			<input>
 				<port id="0" precision="I64">
@@ -13282,7 +11914,7 @@
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 		</layer>
-		<layer id="903" name="Broadcast_160524" type="Broadcast" version="opset3">
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 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -13299,7 +11931,7 @@
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 			</output>
 		</layer>
-		<layer id="904" name="ReadValue_155424" type="ReadValue" version="opset6">
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 			<data variable_id="past_key_values.3.valuepresent.3.value" variable_type="f32" variable_shape="?,32,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -13318,13 +11950,13 @@
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 			</output>
 		</layer>
-		<layer id="905" name="Constant_150226" type="Const" version="opset1">
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 			<data element_type="i64" shape="" offset="4" size="8" />
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 				<port id="0" precision="I64" />
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 		</layer>
-		<layer id="906" name="Gather_150227" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -13347,94 +11979,134 @@
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 			<output>
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 					<dim>4096</dim>
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 			</output>
 		</layer>
-		<layer id="908" name="Convert_167579" type="Convert" version="opset1">
+		<layer id="792" name="Convert_74528" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u8" shape="4096, 1" offset="648940920" size="4096" />
+		<layer id="793" name="self.model.layers.3.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="551242240" size="65536" />
 			<output>
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 					<dim>4096</dim>
+					<dim>32</dim>
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 				</port>
 			</output>
 		</layer>
-		<layer id="910" name="Convert_167582" type="Convert" version="opset1">
+		<layer id="794" name="Convert_74530" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
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 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="911" name="self.model.layers.3.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="795" name="self.model.layers.3.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="f16" shape="4096, 1" offset="648945016" size="8192" />
+		<layer id="796" name="self.model.layers.3.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="551307776" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="913" name="self.model.layers.3.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="797" name="self.model.layers.3.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="798" name="Constant_74535" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="218617904" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="799" name="Reshape_74536" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
@@ -13442,7 +12114,7 @@
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 			</output>
 		</layer>
-		<layer id="914" name="self.model.layers.3.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="800" name="self.model.layers.3.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -13457,7 +12129,7 @@
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 			</output>
 		</layer>
-		<layer id="915" name="__module.model.layers.3.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="801" name="__module.model.layers.3.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -13471,14 +12143,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="824,value_states.7">
+				<port id="2" precision="FP32" names="788,value_states.7">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="916" name="Constant_130286" type="Const" version="opset1">
+		<layer id="802" name="Constant_40358" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="218617920" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -13486,7 +12158,7 @@
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 			</output>
 		</layer>
-		<layer id="917" name="__module.model.layers.3.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="803" name="__module.model.layers.3.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -13499,7 +12171,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="832">
+				<port id="2" precision="FP32" names="796">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -13507,7 +12179,7 @@
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 			</output>
 		</layer>
-		<layer id="918" name="__module.model.layers.3.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="804" name="__module.model.layers.3.self_attn/aten::transpose/Constant_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -13515,7 +12187,7 @@
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 			</output>
 		</layer>
-		<layer id="919" name="__module.model.layers.3.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="805" name="__module.model.layers.3.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -13528,7 +12200,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="833">
+				<port id="2" precision="FP32" names="797">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -13536,7 +12208,7 @@
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 			</output>
 		</layer>
-		<layer id="920" name="__module.model.layers.3.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="806" name="__module.model.layers.3.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -13561,31 +12233,15 @@
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 			</output>
 		</layer>
-		<layer id="921" name="Constant_106761" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
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-				<port id="0" precision="I64">
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-		<layer id="922" name="Constant_106762" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
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-		<layer id="923" name="Constant_106758" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="807" name="Constant_3618" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="924" name="ShapeOf_128102" type="ShapeOf" version="opset3">
+		<layer id="808" name="ShapeOf_38230" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -13601,21 +12257,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="925" name="Constant_128103" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618284" size="8" />
+		<layer id="809" name="Constant_38231" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="236050872" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="926" name="Constant_128104" type="Const" version="opset1">
+		<layer id="810" name="Constant_38232" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="927" name="Gather_128105" type="Gather" version="opset8">
+		<layer id="811" name="Gather_38233" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -13632,7 +12288,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="928" name="ShapeOf_128106" type="ShapeOf" version="opset3">
+		<layer id="812" name="ShapeOf_38234" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -13648,21 +12304,21 @@
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 			</output>
 		</layer>
-		<layer id="929" name="Constant_128107" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618284" size="8" />
+		<layer id="813" name="Constant_38235" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="236050872" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="930" name="Constant_128108" type="Const" version="opset1">
+		<layer id="814" name="Constant_38236" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="931" name="Gather_128109" type="Gather" version="opset8">
+		<layer id="815" name="Gather_38237" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -13679,7 +12335,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="932" name="Add_128110" type="Add" version="opset1">
+		<layer id="816" name="Add_38238" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I64">
@@ -13690,50 +12346,20 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="I64" names="897">
+				<port id="2" precision="I64" names="836">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="933" name="Constant_106757" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="817" name="Constant_3621" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
-				<port id="0" precision="I32">
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-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="3" precision="I32">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
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-		</layer>
-		<layer id="935" name="Constant_106766" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
-			<output>
-				<port id="0" precision="I64">
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 			</output>
 		</layer>
-		<layer id="936" name="__module.model.layers.3.self_attn/aten::slice/Slice_7" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="818" name="__module.model.layers.3.self_attn/aten::slice/Slice_7" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -13742,17 +12368,20 @@
 					<dim>-1</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="901">
+				<port id="5" precision="FP32" names="840">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
@@ -13760,7 +12389,7 @@
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 			</output>
 		</layer>
-		<layer id="937" name="__module.model.layers.3.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="819" name="__module.model.layers.3.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -13789,7 +12418,7 @@
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 			</input>
 			<output>
-				<port id="4" precision="FP32" names="902,attn_output.13">
+				<port id="4" precision="FP32" names="841,attn_output.13">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -13797,7 +12426,7 @@
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 			</output>
 		</layer>
-		<layer id="938" name="__module.model.layers.3.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="820" name="__module.model.layers.3.self_attn/aten::transpose/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -13805,7 +12434,7 @@
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 			</output>
 		</layer>
-		<layer id="939" name="__module.model.layers.3.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="821" name="__module.model.layers.3.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -13818,7 +12447,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="903">
+				<port id="2" precision="FP32" names="842">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -13826,7 +12455,7 @@
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 			</output>
 		</layer>
-		<layer id="940" name="__module.model.layers.3.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+		<layer id="822" name="__module.model.layers.3.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -13841,21 +12470,21 @@
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 			</output>
 		</layer>
-		<layer id="941" name="Constant_102656" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="244124208" size="16" />
+		<layer id="823" name="Constant_33843" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="236050896" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="942" name="Constant_102657" type="Const" version="opset1">
+		<layer id="824" name="Constant_33844" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="943" name="Gather_102658" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -13872,7 +12501,15 @@
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 			</output>
 		</layer>
-		<layer id="944" name="__module.model.layers.3.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+		<layer id="826" name="Constant_3695" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="209901604" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="827" name="__module.model.layers.3.self_attn/prim::ListConstruct_3" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
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@@ -13883,12 +12520,12 @@
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@@ -13919,7 +12556,7 @@
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@@ -13946,7 +12583,7 @@
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@@ -13963,7 +12600,7 @@
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@@ -14017,7 +12654,7 @@
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@@ -14025,7 +12662,7 @@
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-		<layer id="954" name="Reshape_167608" type="Reshape" version="opset1">
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@@ -14044,7 +12681,7 @@
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@@ -14192,7 +12829,7 @@
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@@ -14207,14 +12844,14 @@
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@@ -14230,7 +12867,7 @@
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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 			<data auto_broadcast="numpy" />
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@@ -14306,7 +12943,7 @@
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-		<layer id="971" name="Convert_166489" type="Convert" version="opset1">
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 			<input>
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@@ -14323,8 +12960,8 @@
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@@ -14333,7 +12970,7 @@
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@@ -14350,7 +12987,7 @@
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@@ -14510,8 +13147,8 @@
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@@ -14537,7 +13174,7 @@
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@@ -14559,8 +13196,8 @@
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@@ -14618,7 +13255,7 @@
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@@ -14633,7 +13270,7 @@
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@@ -14669,15 +13306,15 @@
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@@ -14713,7 +13350,7 @@
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@@ -14730,7 +13367,7 @@
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@@ -14752,8 +13389,8 @@
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@@ -14784,15 +13421,15 @@
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@@ -14811,7 +13448,7 @@
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@@ -14826,7 +13463,7 @@
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@@ -15149,7 +13786,7 @@
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@@ -15171,7 +13808,7 @@
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@@ -15179,7 +13816,7 @@
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@@ -15198,7 +13835,7 @@
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@@ -15213,7 +13850,7 @@
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@@ -15242,7 +13879,7 @@
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@@ -15255,7 +13892,7 @@
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@@ -15263,7 +13900,7 @@
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@@ -15271,7 +13908,7 @@
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 			</output>
 		</layer>
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 				<port id="0" precision="FP32">
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@@ -15284,7 +13921,7 @@
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 					<dim>32</dim>
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@@ -15292,142 +13929,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -15444,7 +13946,7 @@
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 			<output>
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 					<dim>32</dim>
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@@ -15452,144 +13954,31 @@
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-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="918" name="Constant_4189" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618252" size="8" />
 			<output>
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+		<layer id="920" name="__module.model.layers.4.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -15598,17 +13987,20 @@
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 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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 			<output>
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 					<dim>32</dim>
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@@ -15616,8 +14008,8 @@
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 				<port id="0" precision="FP32">
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@@ -15644,7 +14036,7 @@
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -15652,24 +14044,31 @@
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 				<port id="0" precision="I64">
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 			<output>
 				<port id="0" precision="I64">
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+		<layer id="925" name="Constant_4130" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
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 			<input>
 				<port id="0" precision="FP32">
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@@ -15678,17 +14077,20 @@
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@@ -15721,41 +14123,7 @@
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@@ -15772,7 +14140,7 @@
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@@ -15797,7 +14165,7 @@
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@@ -15805,13 +14173,13 @@
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@@ -15819,7 +14187,7 @@
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@@ -15827,7 +14195,7 @@
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@@ -15835,7 +14203,7 @@
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@@ -15857,7 +14225,7 @@
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@@ -15874,7 +14242,7 @@
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 			<input>
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@@ -15893,13 +14261,13 @@
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@@ -15922,8 +14290,8 @@
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@@ -15932,7 +14300,7 @@
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 			<input>
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@@ -15949,8 +14317,8 @@
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 					<dim>4096</dim>
@@ -15959,7 +14327,7 @@
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 		</layer>
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 			<input>
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@@ -15976,7 +14344,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -15998,8 +14366,8 @@
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@@ -16008,7 +14376,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -16030,7 +14398,7 @@
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@@ -16038,7 +14406,7 @@
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@@ -16057,7 +14425,7 @@
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 			<input>
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@@ -16072,7 +14440,7 @@
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 			<data transpose_a="false" transpose_b="true" />
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 					<dim>4096</dim>
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@@ -16101,7 +14469,7 @@
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 					<dim>32</dim>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="958" name="__module.model.layers.4.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
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@@ -16322,17 +14577,20 @@
 					<dim>128</dim>
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			<output>
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 					<dim>32</dim>
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@@ -16340,8 +14598,8 @@
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-			<data element_type="f32" shape="1, 1, 1, 1" offset="218618356" size="4" />
+		<layer id="959" name="Constant_36919" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -16351,7 +14609,7 @@
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 		</layer>
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+		<layer id="960" name="__module.model.layers.4.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -16368,7 +14626,7 @@
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 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -16376,24 +14634,31 @@
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 		</layer>
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-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="961" name="Constant_4227" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="1108" name="Constant_106928" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
+		<layer id="962" name="Constant_4271" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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+			</output>
+		</layer>
+		<layer id="963" name="Constant_4273" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
+			<output>
+				<port id="0" precision="I64">
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="964" name="__module.model.layers.4.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -16402,17 +14667,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="943">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -16420,7 +14688,7 @@
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 			</output>
 		</layer>
-		<layer id="1110" name="__module.model.layers.4.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="965" name="__module.model.layers.4.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -16437,7 +14705,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="951">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -16445,7 +14713,7 @@
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 			</output>
 		</layer>
-		<layer id="1111" name="__module.model.layers.4.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="966" name="__module.model.layers.4.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -16462,7 +14730,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="952">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -16470,7 +14738,7 @@
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 			</output>
 		</layer>
-		<layer id="1112" name="__module.model.layers.4.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="967" name="__module.model.layers.4.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -16487,7 +14755,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="953">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -16495,7 +14763,7 @@
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 			</output>
 		</layer>
-		<layer id="1113" name="__module.model.layers.4.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="968" name="__module.model.layers.4.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -16520,13 +14788,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1114" name="Constant_160549" type="Const" version="opset1">
+		<layer id="969" name="Constant_52366" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32" />
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 		</layer>
-		<layer id="1115" name="Constant_160542" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -16534,7 +14802,7 @@
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 			</output>
 		</layer>
-		<layer id="1116" name="Constant_160544" type="Const" version="opset1">
+		<layer id="971" name="Constant_52361" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
@@ -16542,7 +14810,7 @@
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 			</output>
 		</layer>
-		<layer id="1117" name="Constant_160546" type="Const" version="opset1">
+		<layer id="972" name="Constant_52363" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -16550,7 +14818,7 @@
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 			</output>
 		</layer>
-		<layer id="1118" name="Concat_160547" type="Concat" version="opset1">
+		<layer id="973" name="Concat_52364" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -16572,7 +14840,7 @@
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 			</output>
 		</layer>
-		<layer id="1119" name="Broadcast_160550" type="Broadcast" version="opset3">
+		<layer id="974" name="Broadcast_52367" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -16589,7 +14857,7 @@
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 			</output>
 		</layer>
-		<layer id="1120" name="ReadValue_155436" type="ReadValue" version="opset6">
+		<layer id="975" name="ReadValue_49940" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.4.valuepresent.4.value" variable_type="f32" variable_shape="?,32,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -16608,13 +14876,13 @@
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 			</output>
 		</layer>
-		<layer id="1121" name="Constant_150232" type="Const" version="opset1">
+		<layer id="976" name="Constant_47400" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
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 		</layer>
-		<layer id="1122" name="Gather_150233" type="Gather" version="opset8">
+		<layer id="977" name="Gather_47401" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -16637,94 +14905,134 @@
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 			</output>
 		</layer>
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-			<data element_type="u8" shape="4096, 4096" offset="745409912" size="16777216" />
+		<layer id="978" name="self.model.layers.4.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="648026624" size="8388608" />
 			<output>
-				<port id="0" precision="U8">
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+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="1124" name="Convert_167623" type="Convert" version="opset1">
+		<layer id="979" name="Convert_74572" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u8" shape="4096, 1" offset="762187128" size="4096" />
+		<layer id="980" name="self.model.layers.4.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="656415232" size="65536" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1126" name="Convert_167626" type="Convert" version="opset1">
+		<layer id="981" name="Convert_74574" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1127" name="self.model.layers.4.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="982" name="self.model.layers.4.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
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-			<data element_type="f16" shape="4096, 1" offset="762191224" size="8192" />
+		<layer id="983" name="self.model.layers.4.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="656480768" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="1129" name="self.model.layers.4.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="984" name="self.model.layers.4.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
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 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="985" name="Constant_74579" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="218617904" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="986" name="Reshape_74580" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I64">
+					<dim>2</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
@@ -16732,7 +15040,7 @@
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 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -16747,7 +15055,7 @@
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-		<layer id="1131" name="__module.model.layers.4.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
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@@ -16761,14 +15069,14 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>4096</dim>
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-		<layer id="1132" name="Constant_130289" type="Const" version="opset1">
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 			<data element_type="i64" shape="4" offset="218617920" size="32" />
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@@ -16776,7 +15084,7 @@
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-		<layer id="1133" name="__module.model.layers.4.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
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@@ -16789,7 +15097,7 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -16797,7 +15105,7 @@
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-		<layer id="1134" name="__module.model.layers.4.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
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@@ -16805,7 +15113,7 @@
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@@ -16818,7 +15126,7 @@
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@@ -16826,7 +15134,7 @@
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+		<layer id="993" name="__module.model.layers.4.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
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@@ -16851,31 +15159,15 @@
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-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="994" name="Constant_4398" type="Const" version="opset1">
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-		<layer id="1140" name="ShapeOf_128177" type="ShapeOf" version="opset3">
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 			<data output_type="i64" />
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 				<port id="0" precision="FP32">
@@ -16891,21 +15183,21 @@
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 		</layer>
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-			<data element_type="i64" shape="1" offset="218618284" size="8" />
+		<layer id="996" name="Constant_38304" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="236050872" size="8" />
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 		</layer>
-		<layer id="1142" name="Constant_128179" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64" />
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 		</layer>
-		<layer id="1143" name="Gather_128180" type="Gather" version="opset8">
+		<layer id="998" name="Gather_38306" type="Gather" version="opset8">
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 			<input>
 				<port id="0" precision="I64">
@@ -16922,7 +15214,7 @@
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 			</output>
 		</layer>
-		<layer id="1144" name="ShapeOf_128181" type="ShapeOf" version="opset3">
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 			<data output_type="i64" />
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@@ -16938,21 +15230,21 @@
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-		<layer id="1145" name="Constant_128182" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618284" size="8" />
+		<layer id="1000" name="Constant_38308" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="236050872" size="8" />
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 		</layer>
-		<layer id="1146" name="Constant_128183" type="Const" version="opset1">
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 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
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 		</layer>
-		<layer id="1147" name="Gather_128184" type="Gather" version="opset8">
+		<layer id="1002" name="Gather_38310" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -16969,7 +15261,7 @@
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 			</output>
 		</layer>
-		<layer id="1148" name="Add_128185" type="Add" version="opset1">
+		<layer id="1003" name="Add_38311" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I64">
@@ -16980,50 +15272,20 @@
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 			</input>
 			<output>
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+				<port id="2" precision="I64" names="958">
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 		</layer>
-		<layer id="1149" name="Constant_106969" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="1004" name="Constant_4401" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
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 				<port id="0" precision="I64">
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1005" name="__module.model.layers.4.self_attn/aten::slice/Slice_7" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -17032,17 +15294,20 @@
 					<dim>-1</dim>
 				</port>
 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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 			<output>
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 					<dim>-1</dim>
@@ -17050,7 +15315,7 @@
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-		<layer id="1153" name="__module.model.layers.4.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="1006" name="__module.model.layers.4.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -17079,7 +15344,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -17087,7 +15352,7 @@
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 		</layer>
-		<layer id="1154" name="__module.model.layers.4.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="1007" name="__module.model.layers.4.self_attn/aten::transpose/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
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 				<port id="0" precision="I32">
@@ -17095,7 +15360,7 @@
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 			</output>
 		</layer>
-		<layer id="1155" name="__module.model.layers.4.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -17108,7 +15373,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -17116,7 +15381,7 @@
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 			</output>
 		</layer>
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 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -17131,21 +15396,21 @@
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 			</output>
 		</layer>
-		<layer id="1157" name="Constant_102666" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="244124208" size="16" />
+		<layer id="1010" name="Constant_33853" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
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 		</layer>
-		<layer id="1158" name="Constant_102667" type="Const" version="opset1">
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 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
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 		</layer>
-		<layer id="1159" name="Gather_102668" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -17162,7 +15427,15 @@
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 			</output>
 		</layer>
-		<layer id="1160" name="__module.model.layers.4.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+		<layer id="1013" name="Constant_4475" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="209901604" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
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+		</layer>
+		<layer id="1014" name="__module.model.layers.4.self_attn/prim::ListConstruct_3" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -17173,12 +15446,12 @@
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 			</input>
 			<output>
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 					<dim>3</dim>
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 		</layer>
-		<layer id="1161" name="__module.model.layers.4.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+		<layer id="1015" name="__module.model.layers.4.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -17192,15 +15465,15 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
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 		</layer>
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+		<layer id="1016" name="self.model.layers.4.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="656742912" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -17209,7 +15482,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1163" name="Convert_167644" type="Convert" version="opset1">
+		<layer id="1017" name="Convert_74594" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -17226,8 +15499,8 @@
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 			</output>
 		</layer>
-		<layer id="1164" name="self.model.layers.4.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 1" offset="770588024" size="65536" />
+		<layer id="1018" name="self.model.layers.4.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="665131520" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -17236,7 +15509,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1165" name="Convert_167646" type="Convert" version="opset1">
+		<layer id="1019" name="Convert_74596" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -17253,7 +15526,7 @@
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 			</output>
 		</layer>
-		<layer id="1166" name="self.model.layers.4.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -17275,8 +15548,8 @@
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 			</output>
 		</layer>
-		<layer id="1167" name="self.model.layers.4.self_attn.o_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="770653560" size="262144" />
+		<layer id="1021" name="self.model.layers.4.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="665197056" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -17285,7 +15558,7 @@
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 			</output>
 		</layer>
-		<layer id="1168" name="self.model.layers.4.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -17307,7 +15580,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1169" name="Constant_167651" type="Const" version="opset1">
+		<layer id="1023" name="Constant_74601" type="Const" version="opset1">
 			<data element_type="i64" shape="2" offset="218617904" size="16" />
 			<output>
 				<port id="0" precision="I64">
@@ -17315,7 +15588,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1170" name="Reshape_167652" type="Reshape" version="opset1">
+		<layer id="1024" name="Reshape_74602" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -17334,7 +15607,7 @@
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 			</output>
 		</layer>
-		<layer id="1171" name="self.model.layers.4.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1025" name="self.model.layers.4.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -17349,13 +15622,13 @@
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 			</output>
 		</layer>
-		<layer id="1172" name="__module.model.layers.4.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
+					<dim>-1</dim>
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 				<port id="1" precision="FP32">
 					<dim>4096</dim>
@@ -17363,14 +15636,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1056,1058,hidden_states.117">
+				<port id="2" precision="FP32" names="969,971,hidden_states.117">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
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 			</output>
 		</layer>
-		<layer id="1173" name="__module.model.layers.4/aten::add/Add" type="Add" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -17385,15 +15658,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1061,1063,1074,hidden_states.119,hidden_states.121">
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 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
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-			<data element_type="f32" shape="1, 1, 4096" offset="770915704" size="16384" />
+		<layer id="1028" name="Constant_36923" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -17402,7 +15675,7 @@
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 			</output>
 		</layer>
-		<layer id="1175" name="Constant_123016" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="209901596" size="4" />
 			<output>
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@@ -17412,7 +15685,7 @@
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 			</output>
 		</layer>
-		<layer id="1176" name="Constant_123014" type="Const" version="opset1">
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@@ -17422,7 +15695,7 @@
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@@ -17465,14 +15738,14 @@
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@@ -17482,7 +15755,7 @@
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+		<layer id="1036" name="__module.model.layers.4.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
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@@ -17520,7 +15793,7 @@
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@@ -17535,14 +15808,14 @@
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+		<layer id="1038" name="__module.model.layers.4.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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+		<layer id="1039" name="__module.model.layers.4.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
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@@ -17579,15 +15852,15 @@
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@@ -17596,7 +15869,7 @@
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-		<layer id="1187" name="Convert_166522" type="Convert" version="opset1">
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 			<input>
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@@ -17613,8 +15886,8 @@
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-			<data element_type="u4" shape="11008, 32, 1" offset="793476472" size="176128" />
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@@ -17623,7 +15896,7 @@
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-		<layer id="1189" name="Convert_166524" type="Convert" version="opset1">
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@@ -17640,7 +15913,7 @@
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@@ -17662,8 +15935,8 @@
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@@ -17672,7 +15945,7 @@
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@@ -17694,15 +15967,15 @@
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-		<layer id="1194" name="Reshape_166530" type="Reshape" version="opset1">
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 			<input>
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@@ -17721,7 +15994,7 @@
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 			<data destination_type="f32" />
 			<input>
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@@ -17736,7 +16009,7 @@
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 			<data transpose_a="false" transpose_b="true" />
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@@ -17750,14 +16023,14 @@
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 				<port id="0" precision="FP32">
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@@ -17783,7 +16056,7 @@
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-		<layer id="1199" name="Convert_166511" type="Convert" version="opset1">
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 			<input>
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@@ -17800,8 +16073,8 @@
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@@ -17810,7 +16083,7 @@
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-		<layer id="1201" name="Convert_166513" type="Convert" version="opset1">
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 			<input>
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@@ -17827,7 +16100,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -17849,8 +16122,8 @@
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@@ -17859,7 +16132,7 @@
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@@ -17881,15 +16154,15 @@
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@@ -17908,7 +16181,7 @@
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 			<input>
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@@ -17923,7 +16196,7 @@
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@@ -17976,7 +16249,7 @@
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 			<input>
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@@ -17993,8 +16266,8 @@
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 			<input>
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+		<layer id="1103" name="__module.model.layers.5.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
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@@ -18734,7 +16872,7 @@
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@@ -18742,144 +16880,31 @@
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-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="1104" name="Constant_4967" type="Const" version="opset1">
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-		<layer id="1265" name="Constant_127728" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618224" size="8" />
+		<layer id="1105" name="Constant_4969" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618252" size="8" />
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-		<layer id="1267" name="Constant_106981" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="1106" name="Constant_4971" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1107" name="__module.model.layers.5.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -18888,17 +16913,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -18906,8 +16934,8 @@
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 		</layer>
-		<layer id="1272" name="Constant_123022" type="Const" version="opset1">
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+		<layer id="1108" name="Constant_36928" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -18917,7 +16945,7 @@
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 			</output>
 		</layer>
-		<layer id="1273" name="__module.model.layers.5.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="1109" name="__module.model.layers.5.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -18934,7 +16962,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -18942,24 +16970,31 @@
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 			</output>
 		</layer>
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+		<layer id="1110" name="Constant_4864" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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 		</layer>
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-			<data element_type="i64" shape="4" offset="218618324" size="32" />
+		<layer id="1111" name="Constant_4908" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1112" name="Constant_4910" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
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+			</output>
+		</layer>
+		<layer id="1113" name="__module.model.layers.5.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -18968,17 +17003,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
+					<dim>1</dim>
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -18986,7 +17024,7 @@
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 			</output>
 		</layer>
-		<layer id="1277" name="__module.model.layers.5.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="1114" name="__module.model.layers.5.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19003,7 +17041,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1170">
+				<port id="2" precision="FP32" names="1057">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -19011,41 +17049,7 @@
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 			</output>
 		</layer>
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-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
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-					<dim>-1</dim>
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-		<layer id="1280" name="__module.model.layers.5.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1115" name="__module.model.layers.5.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19062,7 +17066,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1171">
+				<port id="2" precision="FP32" names="1058">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -19070,7 +17074,7 @@
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 			</output>
 		</layer>
-		<layer id="1281" name="__module.model.layers.5.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="1116" name="__module.model.layers.5.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19087,7 +17091,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1172">
+				<port id="2" precision="FP32" names="1059">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -19095,13 +17099,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1282" name="Constant_160562" type="Const" version="opset1">
+		<layer id="1117" name="Constant_52378" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="1283" name="Constant_160555" type="Const" version="opset1">
+		<layer id="1118" name="Constant_52371" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -19109,7 +17113,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1284" name="Constant_160557" type="Const" version="opset1">
+		<layer id="1119" name="Constant_52373" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -19117,7 +17121,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1285" name="Constant_160559" type="Const" version="opset1">
+		<layer id="1120" name="Constant_52375" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -19125,7 +17129,7 @@
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 			</output>
 		</layer>
-		<layer id="1286" name="Concat_160560" type="Concat" version="opset1">
+		<layer id="1121" name="Concat_52376" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -19147,7 +17151,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1287" name="Broadcast_160563" type="Broadcast" version="opset3">
+		<layer id="1122" name="Broadcast_52379" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -19164,7 +17168,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1288" name="ReadValue_155438" type="ReadValue" version="opset6">
+		<layer id="1123" name="ReadValue_49942" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.5.keypresent.5.key" variable_type="f32" variable_shape="?,32,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19183,13 +17187,13 @@
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 			</output>
 		</layer>
-		<layer id="1289" name="Constant_150235" type="Const" version="opset1">
+		<layer id="1124" name="Constant_47403" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1290" name="Gather_150236" type="Gather" version="opset8">
+		<layer id="1125" name="Gather_47404" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19212,8 +17216,8 @@
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 			</output>
 		</layer>
-		<layer id="1291" name="self.model.layers.5.self_attn.k_proj.weight" type="Const" version="opset1">
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+		<layer id="1126" name="self.model.layers.5.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="744483328" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -19222,7 +17226,7 @@
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 			</output>
 		</layer>
-		<layer id="1292" name="Convert_167655" type="Convert" version="opset1">
+		<layer id="1127" name="Convert_74605" type="Convert" version="opset1">
 			<data destination_type="f16" />
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@@ -19239,8 +17243,8 @@
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-			<data element_type="u4" shape="4096, 32, 1" offset="858328440" size="65536" />
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+			<data element_type="u4" shape="4096, 32, 1" offset="752871936" size="65536" />
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@@ -19249,7 +17253,7 @@
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 		</layer>
-		<layer id="1294" name="Convert_167657" type="Convert" version="opset1">
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@@ -19266,7 +17270,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
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@@ -19288,8 +17292,8 @@
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-			<data element_type="f16" shape="4096, 32, 1" offset="858393976" size="262144" />
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+			<data element_type="f16" shape="4096, 32, 1" offset="752937472" size="262144" />
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 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -19298,7 +17302,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
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@@ -19320,7 +17324,7 @@
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 			</output>
 		</layer>
-		<layer id="1298" name="Constant_167662" type="Const" version="opset1">
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@@ -19328,7 +17332,7 @@
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 			</output>
 		</layer>
-		<layer id="1299" name="Reshape_167663" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -19347,7 +17351,7 @@
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 			</output>
 		</layer>
-		<layer id="1300" name="self.model.layers.5.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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 			<data destination_type="f32" />
 			<input>
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@@ -19362,7 +17366,7 @@
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 		</layer>
-		<layer id="1301" name="__module.model.layers.5.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1136" name="__module.model.layers.5.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -19376,14 +17380,14 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="1302" name="Constant_130291" type="Const" version="opset1">
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 			<data element_type="i64" shape="4" offset="218617920" size="32" />
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@@ -19391,7 +17395,7 @@
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 		</layer>
-		<layer id="1303" name="__module.model.layers.5.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="1138" name="__module.model.layers.5.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
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@@ -19404,7 +17408,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1037">
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -19412,7 +17416,7 @@
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 		</layer>
-		<layer id="1304" name="__module.model.layers.5.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="1139" name="__module.model.layers.5.self_attn/aten::transpose/Constant_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
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@@ -19420,7 +17424,7 @@
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 		</layer>
-		<layer id="1305" name="__module.model.layers.5.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="1140" name="__module.model.layers.5.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -19433,7 +17437,7 @@
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 			<output>
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+				<port id="2" precision="FP32" names="1038,k.11">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -19441,7 +17445,7 @@
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 			</output>
 		</layer>
-		<layer id="1306" name="__module.model.layers.5.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="1141" name="__module.model.layers.5.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -19458,7 +17462,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1060">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -19466,144 +17470,31 @@
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-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="1142" name="Constant_5110" type="Const" version="opset1">
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-			<data element_type="i64" shape="1" offset="218618224" size="8" />
+		<layer id="1143" name="Constant_5112" type="Const" version="opset1">
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-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="1144" name="Constant_5114" type="Const" version="opset1">
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 			<output>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1145" name="__module.model.layers.5.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -19612,17 +17503,20 @@
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 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -19630,8 +17524,8 @@
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+		<layer id="1146" name="Constant_36929" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -19641,7 +17535,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -19658,7 +17552,7 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -19666,24 +17560,31 @@
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 		</layer>
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+		<layer id="1148" name="Constant_5007" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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 		</layer>
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-			<data element_type="i64" shape="4" offset="218618324" size="32" />
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 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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+		<layer id="1150" name="Constant_5053" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
+			<output>
+				<port id="0" precision="I64">
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1151" name="__module.model.layers.5.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -19692,17 +17593,20 @@
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 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -19710,7 +17614,7 @@
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 		</layer>
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 			<input>
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@@ -19727,7 +17631,7 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -19735,7 +17639,7 @@
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 			</output>
 		</layer>
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+		<layer id="1153" name="__module.model.layers.5.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -19760,7 +17664,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
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@@ -19777,7 +17681,7 @@
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -19785,7 +17689,7 @@
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 			</output>
 		</layer>
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@@ -19810,13 +17714,13 @@
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 		</layer>
-		<layer id="1330" name="Constant_160575" type="Const" version="opset1">
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-		<layer id="1331" name="Constant_160568" type="Const" version="opset1">
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@@ -19824,7 +17728,7 @@
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 		</layer>
-		<layer id="1332" name="Constant_160570" type="Const" version="opset1">
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@@ -19832,7 +17736,7 @@
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 		</layer>
-		<layer id="1333" name="Constant_160572" type="Const" version="opset1">
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@@ -19840,7 +17744,7 @@
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 			</output>
 		</layer>
-		<layer id="1334" name="Concat_160573" type="Concat" version="opset1">
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@@ -19862,7 +17766,7 @@
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 			</output>
 		</layer>
-		<layer id="1335" name="Broadcast_160576" type="Broadcast" version="opset3">
+		<layer id="1161" name="Broadcast_52391" type="Broadcast" version="opset3">
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@@ -19879,7 +17783,7 @@
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 			</output>
 		</layer>
-		<layer id="1336" name="ReadValue_155440" type="ReadValue" version="opset6">
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@@ -19898,13 +17802,13 @@
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 			</output>
 		</layer>
-		<layer id="1337" name="Constant_150238" type="Const" version="opset1">
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 		</layer>
-		<layer id="1338" name="Gather_150239" type="Gather" version="opset8">
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@@ -19927,94 +17831,134 @@
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-			<data element_type="u8" shape="4096, 4096" offset="858656120" size="16777216" />
+		<layer id="1165" name="self.model.layers.5.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="753199616" size="8388608" />
 			<output>
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 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 		</layer>
-		<layer id="1340" name="Convert_167667" type="Convert" version="opset1">
+		<layer id="1166" name="Convert_74616" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 		</layer>
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-			<data element_type="u8" shape="4096, 1" offset="875433336" size="4096" />
+		<layer id="1167" name="self.model.layers.5.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="761588224" size="65536" />
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+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
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 			</output>
 		</layer>
-		<layer id="1342" name="Convert_167670" type="Convert" version="opset1">
+		<layer id="1168" name="Convert_74618" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
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 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="1343" name="self.model.layers.5.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1169" name="self.model.layers.5.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
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 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="1344" name="self.model.layers.5.self_attn.v_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 1" offset="875437432" size="8192" />
+		<layer id="1170" name="self.model.layers.5.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="761653760" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="1345" name="self.model.layers.5.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1171" name="self.model.layers.5.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1172" name="Constant_74623" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="218617904" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1173" name="Reshape_74624" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
@@ -20022,7 +17966,7 @@
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 			</output>
 		</layer>
-		<layer id="1346" name="self.model.layers.5.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1174" name="self.model.layers.5.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -20037,7 +17981,7 @@
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 			</output>
 		</layer>
-		<layer id="1347" name="__module.model.layers.5.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1175" name="__module.model.layers.5.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -20051,14 +17995,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1120,value_states.11">
+				<port id="2" precision="FP32" names="1032,value_states.11">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 			</output>
 		</layer>
-		<layer id="1348" name="Constant_130292" type="Const" version="opset1">
+		<layer id="1176" name="Constant_40364" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="218617920" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -20066,7 +18010,7 @@
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 			</output>
 		</layer>
-		<layer id="1349" name="__module.model.layers.5.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="1177" name="__module.model.layers.5.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -20079,7 +18023,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1128">
+				<port id="2" precision="FP32" names="1040">
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -20087,7 +18031,7 @@
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 			</output>
 		</layer>
-		<layer id="1350" name="__module.model.layers.5.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="1178" name="__module.model.layers.5.self_attn/aten::transpose/Constant_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -20095,7 +18039,7 @@
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 			</output>
 		</layer>
-		<layer id="1351" name="__module.model.layers.5.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="1179" name="__module.model.layers.5.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -20108,7 +18052,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1129">
+				<port id="2" precision="FP32" names="1041">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -20116,7 +18060,7 @@
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 			</output>
 		</layer>
-		<layer id="1352" name="__module.model.layers.5.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="1180" name="__module.model.layers.5.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -20141,31 +18085,62 @@
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 			</output>
 		</layer>
-		<layer id="1353" name="Constant_107185" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="1181" name="Constant_5178" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1182" name="ShapeOf_38376" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
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 				</port>
 			</output>
 		</layer>
-		<layer id="1354" name="Constant_107186" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="1183" name="Constant_38377" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="236050872" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 		</layer>
-		<layer id="1355" name="Constant_107182" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="1184" name="Constant_38378" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="1185" name="Gather_38379" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
 				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="2" precision="I64" />
+			</input>
+			<output>
+				<port id="3" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1356" name="ShapeOf_128252" type="ShapeOf" version="opset3">
+		<layer id="1186" name="ShapeOf_38380" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -20181,21 +18156,21 @@
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 			</output>
 		</layer>
-		<layer id="1357" name="Constant_128253" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618284" size="8" />
+		<layer id="1187" name="Constant_38381" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="236050872" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1358" name="Constant_128254" type="Const" version="opset1">
+		<layer id="1188" name="Constant_38382" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1359" name="Gather_128255" type="Gather" version="opset8">
+		<layer id="1189" name="Gather_38383" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -20212,54 +18187,7 @@
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 			</output>
 		</layer>
-		<layer id="1360" name="ShapeOf_128256" type="ShapeOf" version="opset3">
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-					<dim>32</dim>
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-		</layer>
-		<layer id="1361" name="Constant_128257" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		<layer id="1362" name="Constant_128258" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64" />
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-		<layer id="1363" name="Gather_128259" type="Gather" version="opset8">
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-			<input>
-				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
-					<dim>1</dim>
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-				<port id="2" precision="I64" />
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-			<output>
-				<port id="3" precision="I64">
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-				</port>
-			</output>
-		</layer>
-		<layer id="1364" name="Add_128260" type="Add" version="opset1">
+		<layer id="1190" name="Add_38384" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I64">
@@ -20270,50 +18198,20 @@
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 			</input>
 			<output>
-				<port id="2" precision="I64" names="1193">
+				<port id="2" precision="I64" names="1080">
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="1365" name="Constant_107181" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="1191" name="Constant_5181" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
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-		<layer id="1366" name="ScatterUpdate_107187" type="ScatterUpdate" version="opset3">
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 				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
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-			<output>
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-		<layer id="1367" name="Constant_107190" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1192" name="__module.model.layers.5.self_attn/aten::slice/Slice_7" type="Slice" version="opset8">
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 				<port id="0" precision="FP32">
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@@ -20322,17 +18220,20 @@
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@@ -20340,7 +18241,7 @@
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+		<layer id="1193" name="__module.model.layers.5.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
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@@ -20369,7 +18270,7 @@
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 					<dim>32</dim>
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@@ -20377,7 +18278,7 @@
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@@ -20385,7 +18286,7 @@
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 		</layer>
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 			<input>
 				<port id="0" precision="FP32">
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@@ -20398,7 +18299,7 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -20406,7 +18307,7 @@
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 		</layer>
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 			<input>
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@@ -20421,21 +18322,21 @@
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 			</output>
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-		<layer id="1373" name="Constant_102676" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="244124208" size="16" />
+		<layer id="1197" name="Constant_33863" type="Const" version="opset1">
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 		</layer>
-		<layer id="1374" name="Constant_102677" type="Const" version="opset1">
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 		</layer>
-		<layer id="1375" name="Gather_102678" type="Gather" version="opset8">
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 			<input>
 				<port id="0" precision="I64">
@@ -20452,7 +18353,15 @@
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 		</layer>
-		<layer id="1376" name="__module.model.layers.5.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+		<layer id="1200" name="Constant_5255" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="209901604" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1201" name="__module.model.layers.5.self_attn/prim::ListConstruct_3" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -20463,12 +18372,12 @@
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 			</input>
 			<output>
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 		</layer>
-		<layer id="1377" name="__module.model.layers.5.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+		<layer id="1202" name="__module.model.layers.5.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -20482,15 +18391,15 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1089">
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 					<dim>-1</dim>
 					<dim>-1</dim>
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 		</layer>
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-			<data element_type="u4" shape="4096, 32, 128" offset="875445624" size="8388608" />
+		<layer id="1203" name="self.model.layers.5.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="761915904" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -20499,7 +18408,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1379" name="Convert_167688" type="Convert" version="opset1">
+		<layer id="1204" name="Convert_74638" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -20516,8 +18425,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1380" name="self.model.layers.5.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 1" offset="883834232" size="65536" />
+		<layer id="1205" name="self.model.layers.5.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="770304512" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -20526,7 +18435,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1381" name="Convert_167690" type="Convert" version="opset1">
+		<layer id="1206" name="Convert_74640" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -20543,7 +18452,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1382" name="self.model.layers.5.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1207" name="self.model.layers.5.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -20565,8 +18474,8 @@
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 			</output>
 		</layer>
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-			<data element_type="f16" shape="4096, 32, 1" offset="883899768" size="262144" />
+		<layer id="1208" name="self.model.layers.5.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="770370048" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -20575,7 +18484,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1384" name="self.model.layers.5.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1209" name="self.model.layers.5.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -20597,7 +18506,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1385" name="Constant_167695" type="Const" version="opset1">
+		<layer id="1210" name="Constant_74645" type="Const" version="opset1">
 			<data element_type="i64" shape="2" offset="218617904" size="16" />
 			<output>
 				<port id="0" precision="I64">
@@ -20605,7 +18514,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1386" name="Reshape_167696" type="Reshape" version="opset1">
+		<layer id="1211" name="Reshape_74646" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -20624,7 +18533,7 @@
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 			</output>
 		</layer>
-		<layer id="1387" name="self.model.layers.5.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1212" name="self.model.layers.5.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -20639,13 +18548,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1388" name="__module.model.layers.5.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1213" name="__module.model.layers.5.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
+					<dim>-1</dim>
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 				<port id="1" precision="FP32">
 					<dim>4096</dim>
@@ -20653,14 +18562,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1204,1206,hidden_states.143">
+				<port id="2" precision="FP32" names="1091,1093,hidden_states.143">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="1389" name="__module.model.layers.5/aten::add/Add" type="Add" version="opset1">
+		<layer id="1214" name="__module.model.layers.5/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -20675,15 +18584,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1209,1211,1222,hidden_states.145,hidden_states.147">
+				<port id="2" precision="FP32" names="1096,1098,1109,hidden_states.145,hidden_states.147">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
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-			<data element_type="f32" shape="1, 1, 4096" offset="884161912" size="16384" />
+		<layer id="1215" name="Constant_36933" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 4096" offset="770632192" size="16384" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -20692,7 +18601,7 @@
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 			</output>
 		</layer>
-		<layer id="1391" name="Constant_123026" type="Const" version="opset1">
+		<layer id="1216" name="Constant_36932" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="209901596" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -20702,7 +18611,7 @@
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 			</output>
 		</layer>
-		<layer id="1392" name="Constant_123024" type="Const" version="opset1">
+		<layer id="1217" name="Constant_36930" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="209901600" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -20712,7 +18621,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1393" name="__module.model.layers.5.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="1218" name="__module.model.layers.5.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -20727,22 +18636,22 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="1394" name="Constant_3263" type="Const" version="opset1">
+		<layer id="1219" name="Constant_5282" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="209901604" size="8" />
 			<output>
-				<port id="0" precision="I64" names="1213">
+				<port id="0" precision="I64" names="1100">
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 		</layer>
-		<layer id="1395" name="__module.model.layers.5.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="1220" name="__module.model.layers.5.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -20755,14 +18664,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1101,variance.23">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="1396" name="Constant_123025" type="Const" version="opset1">
+		<layer id="1221" name="Constant_36931" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="209901612" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -20772,7 +18681,7 @@
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 		</layer>
-		<layer id="1397" name="__module.model.layers.5.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="1222" name="__module.model.layers.5.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -20787,14 +18696,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="1102">
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 					<dim>-1</dim>
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-		<layer id="1398" name="__module.model.layers.5.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="1223" name="__module.model.layers.5.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -20810,7 +18719,7 @@
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 		</layer>
-		<layer id="1399" name="__module.model.layers.5.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -20825,14 +18734,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="1103">
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 					<dim>-1</dim>
 					<dim>1</dim>
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-		<layer id="1400" name="__module.model.layers.5.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="1225" name="__module.model.layers.5.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -20847,14 +18756,14 @@
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 			<output>
-				<port id="2" precision="FP32" names="1217,1218,hidden_states.149,hidden_states.151">
+				<port id="2" precision="FP32" names="1104,1105,hidden_states.149,hidden_states.151">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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-		<layer id="1401" name="__module.model.layers.5.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1226" name="__module.model.layers.5.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -20869,15 +18778,15 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>4096</dim>
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-		<layer id="1402" name="self.model.layers.5.mlp.gate_proj.weight" type="Const" version="opset1">
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+		<layer id="1227" name="self.model.layers.5.mlp.gate_proj.weight" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U4">
 					<dim>11008</dim>
@@ -20886,7 +18795,7 @@
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 		</layer>
-		<layer id="1403" name="Convert_166555" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -20903,8 +18812,8 @@
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@@ -20913,7 +18822,7 @@
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@@ -20930,7 +18839,7 @@
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@@ -20952,8 +18861,8 @@
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@@ -20962,7 +18871,7 @@
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@@ -20984,15 +18893,15 @@
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@@ -21011,7 +18920,7 @@
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@@ -21026,7 +18935,7 @@
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@@ -21073,7 +18982,7 @@
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-		<layer id="1415" name="Convert_166544" type="Convert" version="opset1">
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@@ -21090,8 +18999,8 @@
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-			<data element_type="u4" shape="11008, 32, 1" offset="930147704" size="176128" />
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@@ -21100,7 +19009,7 @@
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@@ -21117,7 +19026,7 @@
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@@ -21139,8 +19048,8 @@
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@@ -21149,7 +19058,7 @@
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@@ -21171,15 +19080,15 @@
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@@ -21198,7 +19107,7 @@
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@@ -21213,7 +19122,7 @@
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-		<layer id="1425" name="__module.model.layers.5.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
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@@ -21249,15 +19158,15 @@
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@@ -21266,7 +19175,7 @@
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-		<layer id="1427" name="Convert_166566" type="Convert" version="opset1">
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@@ -21283,8 +19192,8 @@
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@@ -21293,7 +19202,7 @@
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-		<layer id="1429" name="Convert_166568" type="Convert" version="opset1">
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@@ -21310,7 +19219,7 @@
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@@ -21332,8 +19241,8 @@
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@@ -21342,7 +19251,7 @@
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@@ -21364,15 +19273,15 @@
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@@ -21391,7 +19300,7 @@
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@@ -21751,7 +19660,7 @@
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@@ -21778,7 +19687,7 @@
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1294" name="__module.model.layers.6.self_attn/aten::slice/Slice" type="Slice" version="opset8">
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@@ -22178,17 +19839,20 @@
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 					<dim>32</dim>
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@@ -22196,8 +19860,8 @@
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 		</layer>
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@@ -22224,7 +19888,7 @@
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 			<output>
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 					<dim>32</dim>
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@@ -22232,24 +19896,31 @@
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 			<output>
 				<port id="0" precision="I64">
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+		<layer id="1299" name="Constant_5690" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1300" name="__module.model.layers.6.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
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@@ -22258,17 +19929,20 @@
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 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -22276,7 +19950,7 @@
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 		</layer>
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+		<layer id="1301" name="__module.model.layers.6.self_attn/aten::cat/Concat" type="Concat" version="opset1">
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@@ -22293,7 +19967,7 @@
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -22301,41 +19975,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -22352,7 +19992,7 @@
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 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -22360,7 +20000,7 @@
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 		</layer>
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+		<layer id="1303" name="__module.model.layers.6.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -22377,7 +20017,7 @@
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 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -22385,13 +20025,13 @@
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 			</output>
 		</layer>
-		<layer id="1498" name="Constant_160588" type="Const" version="opset1">
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 		</layer>
-		<layer id="1499" name="Constant_160581" type="Const" version="opset1">
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@@ -22399,7 +20039,7 @@
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 			</output>
 		</layer>
-		<layer id="1500" name="Constant_160583" type="Const" version="opset1">
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@@ -22407,7 +20047,7 @@
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 			</output>
 		</layer>
-		<layer id="1501" name="Constant_160585" type="Const" version="opset1">
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 			<output>
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@@ -22415,7 +20055,7 @@
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 		</layer>
-		<layer id="1502" name="Concat_160586" type="Concat" version="opset1">
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 			<input>
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@@ -22437,7 +20077,7 @@
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 			</output>
 		</layer>
-		<layer id="1503" name="Broadcast_160589" type="Broadcast" version="opset3">
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 			<data mode="numpy" />
 			<input>
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@@ -22454,7 +20094,7 @@
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 			</output>
 		</layer>
-		<layer id="1504" name="ReadValue_155442" type="ReadValue" version="opset6">
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 			<input>
 				<port id="0" precision="FP32">
@@ -22473,13 +20113,13 @@
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 			</output>
 		</layer>
-		<layer id="1505" name="Constant_150241" type="Const" version="opset1">
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 			<output>
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 		</layer>
-		<layer id="1506" name="Gather_150242" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -22502,8 +20142,8 @@
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 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -22512,7 +20152,7 @@
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 			</output>
 		</layer>
-		<layer id="1508" name="Convert_167699" type="Convert" version="opset1">
+		<layer id="1314" name="Convert_74649" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -22529,8 +20169,8 @@
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 		</layer>
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-			<data element_type="u4" shape="4096, 32, 1" offset="971574648" size="65536" />
+		<layer id="1315" name="self.model.layers.6.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -22539,7 +20179,7 @@
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 			</output>
 		</layer>
-		<layer id="1510" name="Convert_167701" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -22556,7 +20196,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -22578,8 +20218,8 @@
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 		</layer>
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -22588,7 +20228,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -22610,7 +20250,7 @@
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 			</output>
 		</layer>
-		<layer id="1514" name="Constant_167706" type="Const" version="opset1">
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 			<data element_type="i64" shape="2" offset="218617904" size="16" />
 			<output>
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@@ -22618,7 +20258,7 @@
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 			</output>
 		</layer>
-		<layer id="1515" name="Reshape_167707" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -22637,7 +20277,7 @@
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 		</layer>
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 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -22652,7 +20292,7 @@
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 			<data transpose_a="false" transpose_b="true" />
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@@ -22666,14 +20306,14 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>4096</dim>
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-		<layer id="1518" name="Constant_130294" type="Const" version="opset1">
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 			<data element_type="i64" shape="4" offset="218617920" size="32" />
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@@ -22681,7 +20321,7 @@
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@@ -22694,7 +20334,7 @@
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -22702,7 +20342,7 @@
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@@ -22710,7 +20350,7 @@
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 					<dim>-1</dim>
@@ -22731,7 +20371,7 @@
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 			</output>
 		</layer>
-		<layer id="1522" name="__module.model.layers.6.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="1328" name="__module.model.layers.6.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -22748,7 +20388,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1321">
+				<port id="2" precision="FP32" names="1182">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -22756,76 +20396,23 @@
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 		</layer>
-		<layer id="1523" name="Constant_107295" type="Const" version="opset1">
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-				<port id="0" precision="I64">
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-		<layer id="1524" name="Constant_107294" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="1329" name="Constant_5890" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
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-			<data output_type="i64" />
-			<input>
-				<port id="0" precision="FP32">
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-					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
+		<layer id="1330" name="Constant_5892" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618252" size="8" />
 			<output>
-				<port id="1" precision="I64">
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-		<layer id="1526" name="__module.model.layers.6.self_attn/aten::size/Constant_5" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
-			<output>
-				<port id="0" precision="I32" />
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-		<layer id="1527" name="__module.model.layers.6.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 		</layer>
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-			<data auto_broadcast="numpy" m_pythondiv="true" />
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-				<port id="1" precision="I64" />
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-		<layer id="1529" name="__module.model.layers.6.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
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-				<port id="0" precision="I64" />
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-			<output>
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-		</layer>
-		<layer id="1530" name="Constant_127734" type="Const" version="opset1">
+		<layer id="1331" name="Constant_5894" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -22833,67 +20420,7 @@
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 			</output>
 		</layer>
-		<layer id="1531" name="__module.model.layers.6.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
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-			<input>
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-		<layer id="1532" name="Constant_107293" type="Const" version="opset1">
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-				<port id="1" precision="I64">
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-		<layer id="1534" name="Constant_107299" type="Const" version="opset1">
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-		<layer id="1535" name="Constant_107302" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		<layer id="1536" name="__module.model.layers.6.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1332" name="__module.model.layers.6.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -22902,17 +20429,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="1192,x2.27">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -22920,8 +20450,8 @@
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 			</output>
 		</layer>
-		<layer id="1537" name="Constant_123033" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="218618356" size="4" />
+		<layer id="1333" name="Constant_36939" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="218618268" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -22931,7 +20461,7 @@
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 			</output>
 		</layer>
-		<layer id="1538" name="__module.model.layers.6.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1334" name="__module.model.layers.6.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -22948,7 +20478,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1193">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -22956,24 +20486,31 @@
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 			</output>
 		</layer>
-		<layer id="1539" name="Constant_107347" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="1335" name="Constant_5787" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1540" name="Constant_107352" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
+		<layer id="1336" name="Constant_5831" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1337" name="Constant_5833" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1541" name="__module.model.layers.6.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1338" name="__module.model.layers.6.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -22982,17 +20519,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="1326">
+				<port id="5" precision="FP32" names="1187">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -23000,7 +20540,7 @@
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 			</output>
 		</layer>
-		<layer id="1542" name="__module.model.layers.6.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="1339" name="__module.model.layers.6.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23017,7 +20557,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1334">
+				<port id="2" precision="FP32" names="1195">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -23025,7 +20565,7 @@
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 			</output>
 		</layer>
-		<layer id="1543" name="__module.model.layers.6.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="1340" name="__module.model.layers.6.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23042,7 +20582,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1335">
+				<port id="2" precision="FP32" names="1196">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -23050,7 +20590,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1544" name="__module.model.layers.6.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="1341" name="__module.model.layers.6.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23067,7 +20607,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1336">
+				<port id="2" precision="FP32" names="1197">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -23075,7 +20615,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1545" name="__module.model.layers.6.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="1342" name="__module.model.layers.6.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23100,13 +20640,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1546" name="Constant_160601" type="Const" version="opset1">
+		<layer id="1343" name="Constant_52414" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="1547" name="Constant_160594" type="Const" version="opset1">
+		<layer id="1344" name="Constant_52407" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -23114,7 +20654,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1548" name="Constant_160596" type="Const" version="opset1">
+		<layer id="1345" name="Constant_52409" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -23122,7 +20662,7 @@
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 			</output>
 		</layer>
-		<layer id="1549" name="Constant_160598" type="Const" version="opset1">
+		<layer id="1346" name="Constant_52411" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -23130,7 +20670,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1550" name="Concat_160599" type="Concat" version="opset1">
+		<layer id="1347" name="Concat_52412" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -23152,7 +20692,7 @@
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 			</output>
 		</layer>
-		<layer id="1551" name="Broadcast_160602" type="Broadcast" version="opset3">
+		<layer id="1348" name="Broadcast_52415" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -23169,7 +20709,7 @@
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 			</output>
 		</layer>
-		<layer id="1552" name="ReadValue_155444" type="ReadValue" version="opset6">
+		<layer id="1349" name="ReadValue_49948" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.6.valuepresent.6.value" variable_type="f32" variable_shape="?,32,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23188,13 +20728,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1553" name="Constant_150244" type="Const" version="opset1">
+		<layer id="1350" name="Constant_47412" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1554" name="Gather_150245" type="Gather" version="opset8">
+		<layer id="1351" name="Gather_47413" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23217,94 +20757,134 @@
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 			</output>
 		</layer>
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-			<data element_type="u8" shape="4096, 4096" offset="971902328" size="16777216" />
+		<layer id="1352" name="self.model.layers.6.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="858372608" size="8388608" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1556" name="Convert_167711" type="Convert" version="opset1">
+		<layer id="1353" name="Convert_74660" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1557" name="self.model.layers.6.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="4096, 1" offset="988679544" size="4096" />
+		<layer id="1354" name="self.model.layers.6.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="866761216" size="65536" />
 			<output>
-				<port id="0" precision="U8">
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 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1558" name="Convert_167714" type="Convert" version="opset1">
+		<layer id="1355" name="Convert_74662" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1559" name="self.model.layers.6.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
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 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1560" name="self.model.layers.6.self_attn.v_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 1" offset="988683640" size="8192" />
+		<layer id="1357" name="self.model.layers.6.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="866826752" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="1561" name="self.model.layers.6.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1358" name="self.model.layers.6.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1359" name="Constant_74667" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="218617904" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1360" name="Reshape_74668" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
@@ -23312,7 +20892,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1562" name="self.model.layers.6.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1361" name="self.model.layers.6.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -23327,7 +20907,7 @@
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 			</output>
 		</layer>
-		<layer id="1563" name="__module.model.layers.6.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1362" name="__module.model.layers.6.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23341,14 +20921,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1268,value_states.13">
+				<port id="2" precision="FP32" names="1154,value_states.13">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1564" name="Constant_130295" type="Const" version="opset1">
+		<layer id="1363" name="Constant_40367" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="218617920" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -23356,7 +20936,7 @@
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 			</output>
 		</layer>
-		<layer id="1565" name="__module.model.layers.6.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="1364" name="__module.model.layers.6.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23369,7 +20949,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1276">
+				<port id="2" precision="FP32" names="1162">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -23377,7 +20957,7 @@
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 			</output>
 		</layer>
-		<layer id="1566" name="__module.model.layers.6.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="1365" name="__module.model.layers.6.self_attn/aten::transpose/Constant_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -23385,7 +20965,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1567" name="__module.model.layers.6.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="1366" name="__module.model.layers.6.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -23398,7 +20978,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1277">
+				<port id="2" precision="FP32" names="1163">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -23406,7 +20986,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1568" name="__module.model.layers.6.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="1367" name="__module.model.layers.6.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23431,31 +21011,62 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1569" name="Constant_107397" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="1368" name="Constant_5958" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1369" name="ShapeOf_38449" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1570" name="Constant_107398" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="1370" name="Constant_38450" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="236050872" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1571" name="Constant_107394" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="1371" name="Constant_38451" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="1372" name="Gather_38452" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
 				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="2" precision="I64" />
+			</input>
+			<output>
+				<port id="3" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1572" name="ShapeOf_128327" type="ShapeOf" version="opset3">
+		<layer id="1373" name="ShapeOf_38453" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23471,21 +21082,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1573" name="Constant_128328" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618284" size="8" />
+		<layer id="1374" name="Constant_38454" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="236050872" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1574" name="Constant_128329" type="Const" version="opset1">
+		<layer id="1375" name="Constant_38455" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1575" name="Gather_128330" type="Gather" version="opset8">
+		<layer id="1376" name="Gather_38456" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -23502,54 +21113,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1576" name="ShapeOf_128331" type="ShapeOf" version="opset3">
-			<data output_type="i64" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			</input>
-			<output>
-				<port id="1" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1577" name="Constant_128332" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618284" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
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-			</output>
-		</layer>
-		<layer id="1578" name="Constant_128333" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="4" size="8" />
-			<output>
-				<port id="0" precision="I64" />
-			</output>
-		</layer>
-		<layer id="1579" name="Gather_128334" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64" />
-			</input>
-			<output>
-				<port id="3" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1580" name="Add_128335" type="Add" version="opset1">
+		<layer id="1377" name="Add_38457" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I64">
@@ -23560,50 +21124,20 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="I64" names="1341">
+				<port id="2" precision="I64" names="1202">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1581" name="Constant_107393" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="1378" name="Constant_5961" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1582" name="ScatterUpdate_107399" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="3" precision="I32">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1583" name="Constant_107402" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="1584" name="__module.model.layers.6.self_attn/aten::slice/Slice_7" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1379" name="__module.model.layers.6.self_attn/aten::slice/Slice_7" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -23612,17 +21146,20 @@
 					<dim>-1</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="1345">
+				<port id="5" precision="FP32" names="1206">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
@@ -23630,7 +21167,7 @@
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 			</output>
 		</layer>
-		<layer id="1585" name="__module.model.layers.6.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="1380" name="__module.model.layers.6.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23659,7 +21196,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="1346,attn_output.25">
+				<port id="4" precision="FP32" names="1207,attn_output.25">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -23667,7 +21204,7 @@
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 			</output>
 		</layer>
-		<layer id="1586" name="__module.model.layers.6.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="1381" name="__module.model.layers.6.self_attn/aten::transpose/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -23675,7 +21212,7 @@
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 			</output>
 		</layer>
-		<layer id="1587" name="__module.model.layers.6.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="1382" name="__module.model.layers.6.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -23688,7 +21225,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1347">
+				<port id="2" precision="FP32" names="1208">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -23696,7 +21233,7 @@
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 			</output>
 		</layer>
-		<layer id="1588" name="__module.model.layers.6.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+		<layer id="1383" name="__module.model.layers.6.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23711,21 +21248,21 @@
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 			</output>
 		</layer>
-		<layer id="1589" name="Constant_102686" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="244124208" size="16" />
+		<layer id="1384" name="Constant_33873" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="236050896" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1590" name="Constant_102687" type="Const" version="opset1">
+		<layer id="1385" name="Constant_33874" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1591" name="Gather_102688" type="Gather" version="opset8">
+		<layer id="1386" name="Gather_33875" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -23742,7 +21279,15 @@
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 			</output>
 		</layer>
-		<layer id="1592" name="__module.model.layers.6.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+		<layer id="1387" name="Constant_6035" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="209901604" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1388" name="__module.model.layers.6.self_attn/prim::ListConstruct_3" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -23753,12 +21298,12 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="I64" names="1349">
+				<port id="2" precision="I64">
 					<dim>3</dim>
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 			</output>
 		</layer>
-		<layer id="1593" name="__module.model.layers.6.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+		<layer id="1389" name="__module.model.layers.6.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23772,15 +21317,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1350">
+				<port id="2" precision="FP32" names="1211">
+					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
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 			</output>
 		</layer>
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+			<data element_type="u4" shape="4096, 32, 128" offset="867088896" size="8388608" />
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@@ -23789,7 +21334,7 @@
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 		</layer>
-		<layer id="1595" name="Convert_167732" type="Convert" version="opset1">
+		<layer id="1391" name="Convert_74682" type="Convert" version="opset1">
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@@ -23806,8 +21351,8 @@
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-			<data element_type="u4" shape="4096, 32, 1" offset="997080440" size="65536" />
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+			<data element_type="u4" shape="4096, 32, 1" offset="875477504" size="65536" />
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@@ -23816,7 +21361,7 @@
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 		</layer>
-		<layer id="1597" name="Convert_167734" type="Convert" version="opset1">
+		<layer id="1393" name="Convert_74684" type="Convert" version="opset1">
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 				<port id="0" precision="U4">
@@ -23833,7 +21378,7 @@
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-		<layer id="1598" name="self.model.layers.6.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1394" name="self.model.layers.6.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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@@ -23855,8 +21400,8 @@
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-			<data element_type="f16" shape="4096, 32, 1" offset="997145976" size="262144" />
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+			<data element_type="f16" shape="4096, 32, 1" offset="875543040" size="262144" />
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@@ -23865,7 +21410,7 @@
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@@ -23887,7 +21432,7 @@
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-		<layer id="1601" name="Constant_167739" type="Const" version="opset1">
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@@ -23895,7 +21440,7 @@
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-		<layer id="1602" name="Reshape_167740" type="Reshape" version="opset1">
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 			<input>
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@@ -23914,7 +21459,7 @@
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-		<layer id="1603" name="self.model.layers.6.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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@@ -23929,13 +21474,13 @@
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 					<dim>-1</dim>
 					<dim>-1</dim>
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@@ -23943,14 +21488,14 @@
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-		<layer id="1605" name="__module.model.layers.6/aten::add/Add" type="Add" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
@@ -23965,15 +21510,15 @@
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 					<dim>4096</dim>
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-			<data element_type="f32" shape="1, 1, 4096" offset="997408120" size="16384" />
+		<layer id="1402" name="Constant_36943" type="Const" version="opset1">
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@@ -23982,7 +21527,7 @@
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-		<layer id="1607" name="Constant_123036" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="209901596" size="4" />
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@@ -23992,7 +21537,7 @@
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-		<layer id="1608" name="Constant_123034" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="209901600" size="4" />
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@@ -24002,7 +21547,7 @@
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-		<layer id="1609" name="__module.model.layers.6.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="1405" name="__module.model.layers.6.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -24017,22 +21562,22 @@
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 					<dim>4096</dim>
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-		<layer id="1610" name="Constant_3756" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="209901604" size="8" />
 			<output>
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-		<layer id="1611" name="__module.model.layers.6.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="1407" name="__module.model.layers.6.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
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@@ -24045,14 +21590,14 @@
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 			<output>
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-		<layer id="1612" name="Constant_123035" type="Const" version="opset1">
+		<layer id="1408" name="Constant_36941" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="209901612" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -24062,7 +21607,7 @@
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 		</layer>
-		<layer id="1613" name="__module.model.layers.6.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="1409" name="__module.model.layers.6.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -24077,14 +21622,14 @@
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 			<output>
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-		<layer id="1614" name="__module.model.layers.6.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="1410" name="__module.model.layers.6.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -24100,7 +21645,7 @@
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 		</layer>
-		<layer id="1615" name="__module.model.layers.6.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="1411" name="__module.model.layers.6.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
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@@ -24115,14 +21660,14 @@
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 			<output>
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-		<layer id="1616" name="__module.model.layers.6.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="1412" name="__module.model.layers.6.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -24137,14 +21682,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="1226,1227,hidden_states.175,hidden_states.177">
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 		</layer>
-		<layer id="1617" name="__module.model.layers.6.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1413" name="__module.model.layers.6.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -24159,15 +21704,15 @@
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 			<output>
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 					<dim>4096</dim>
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-			<data element_type="u4" shape="11008, 32, 128" offset="997424504" size="22544384" />
+		<layer id="1414" name="self.model.layers.6.mlp.gate_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="11008, 32, 128" offset="875821568" size="22544384" />
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 				<port id="0" precision="U4">
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@@ -24176,7 +21721,7 @@
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 		</layer>
-		<layer id="1619" name="Convert_166588" type="Convert" version="opset1">
+		<layer id="1415" name="Convert_73538" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -24193,8 +21738,8 @@
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-		<layer id="1620" name="self.model.layers.6.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="11008, 32, 1" offset="1019968888" size="176128" />
+		<layer id="1416" name="self.model.layers.6.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="11008, 32, 1" offset="898365952" size="176128" />
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 				<port id="0" precision="U4">
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@@ -24203,7 +21748,7 @@
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 		</layer>
-		<layer id="1621" name="Convert_166590" type="Convert" version="opset1">
+		<layer id="1417" name="Convert_73540" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -24220,7 +21765,7 @@
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 		</layer>
-		<layer id="1622" name="self.model.layers.6.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -24242,8 +21787,8 @@
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+		<layer id="1419" name="self.model.layers.6.mlp.gate_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
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@@ -24252,7 +21797,7 @@
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 		</layer>
-		<layer id="1624" name="self.model.layers.6.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -24274,15 +21819,15 @@
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-			<data element_type="i64" shape="2" offset="276281944" size="16" />
+		<layer id="1421" name="Constant_73545" type="Const" version="opset1">
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-		<layer id="1626" name="Reshape_166596" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -24301,7 +21846,7 @@
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 		</layer>
-		<layer id="1627" name="self.model.layers.6.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -24316,7 +21861,7 @@
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-		<layer id="1628" name="__module.model.layers.6.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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@@ -24330,14 +21875,14 @@
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 			<input>
 				<port id="0" precision="FP32">
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 					<dim>11008</dim>
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-		<layer id="1631" name="Convert_166578" type="Convert" version="opset1">
+		<layer id="1427" name="Convert_73527" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
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-		<layer id="1633" name="Convert_166581" type="Convert" version="opset1">
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+					<dim>32</dim>
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+					<dim>11008</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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+		<layer id="1433" name="Constant_73534" type="Const" version="opset1">
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+				<port id="0" precision="FP16">
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+					<dim>32</dim>
+					<dim>128</dim>
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@@ -24448,7 +22033,7 @@
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@@ -24463,7 +22048,7 @@
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@@ -24516,7 +22101,7 @@
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-		<layer id="1641" name="Convert_166599" type="Convert" version="opset1">
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@@ -24533,8 +22118,8 @@
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-			<data element_type="u4" shape="4096, 86, 1" offset="1088515704" size="176128" />
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@@ -24543,7 +22128,7 @@
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-		<layer id="1643" name="Convert_166601" type="Convert" version="opset1">
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 			<input>
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@@ -24560,7 +22145,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -24582,8 +22167,8 @@
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@@ -24592,7 +22177,7 @@
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@@ -24614,15 +22199,15 @@
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+		<layer id="1445" name="Constant_73556" type="Const" version="opset1">
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@@ -24641,7 +22226,7 @@
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@@ -24656,7 +22241,7 @@
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@@ -24670,14 +22255,14 @@
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@@ -24692,15 +22277,15 @@
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+		<layer id="1450" name="Constant_36947" type="Const" version="opset1">
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@@ -24709,7 +22294,7 @@
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-		<layer id="1653" name="Constant_123040" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="209901596" size="4" />
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@@ -24719,7 +22304,7 @@
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-		<layer id="1654" name="Constant_123038" type="Const" version="opset1">
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@@ -24729,7 +22314,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -24744,22 +22329,22 @@
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-		<layer id="1656" name="Constant_3827" type="Const" version="opset1">
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@@ -24772,14 +22357,14 @@
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-		<layer id="1658" name="Constant_123039" type="Const" version="opset1">
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@@ -24789,7 +22374,7 @@
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@@ -24804,14 +22389,14 @@
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@@ -24827,7 +22412,7 @@
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@@ -24903,7 +22488,7 @@
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-		<layer id="1665" name="Convert_167765" type="Convert" version="opset1">
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@@ -24920,8 +22505,8 @@
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+			<data element_type="u4" shape="4096, 32, 1" offset="954501632" size="65536" />
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 					<dim>4096</dim>
@@ -24930,7 +22515,7 @@
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 		</layer>
-		<layer id="1667" name="Convert_167767" type="Convert" version="opset1">
+		<layer id="1465" name="Convert_74717" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -24947,7 +22532,7 @@
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 			</output>
 		</layer>
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+		<layer id="1466" name="self.model.layers.7.self_attn.q_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -24969,8 +22554,8 @@
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 		</layer>
-		<layer id="1669" name="self.model.layers.7.self_attn.q_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="1097866872" size="262144" />
+		<layer id="1467" name="self.model.layers.7.self_attn.q_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="954567168" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -24979,7 +22564,7 @@
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 			</output>
 		</layer>
-		<layer id="1670" name="self.model.layers.7.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1468" name="self.model.layers.7.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -25001,7 +22586,7 @@
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 			</output>
 		</layer>
-		<layer id="1671" name="Constant_167772" type="Const" version="opset1">
+		<layer id="1469" name="Constant_74722" type="Const" version="opset1">
 			<data element_type="i64" shape="2" offset="218617904" size="16" />
 			<output>
 				<port id="0" precision="I64">
@@ -25009,7 +22594,7 @@
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 			</output>
 		</layer>
-		<layer id="1672" name="Reshape_167773" type="Reshape" version="opset1">
+		<layer id="1470" name="Reshape_74723" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -25028,7 +22613,7 @@
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 			</output>
 		</layer>
-		<layer id="1673" name="self.model.layers.7.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1471" name="self.model.layers.7.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -25043,7 +22628,7 @@
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 			</output>
 		</layer>
-		<layer id="1674" name="__module.model.layers.7.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1472" name="__module.model.layers.7.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
@@ -25057,14 +22642,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1272,query_states.15">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1675" name="Constant_130296" type="Const" version="opset1">
+		<layer id="1473" name="Constant_40368" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="218617920" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -25072,7 +22657,7 @@
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 			</output>
 		</layer>
-		<layer id="1676" name="__module.model.layers.7.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
+		<layer id="1474" name="__module.model.layers.7.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25085,7 +22670,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1418">
+				<port id="2" precision="FP32" names="1278">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -25093,7 +22678,7 @@
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 			</output>
 		</layer>
-		<layer id="1677" name="__module.model.layers.7.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
+		<layer id="1475" name="__module.model.layers.7.self_attn/aten::transpose/Constant" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -25101,7 +22686,7 @@
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 			</output>
 		</layer>
-		<layer id="1678" name="__module.model.layers.7.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
+		<layer id="1476" name="__module.model.layers.7.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -25114,7 +22699,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1419,q.15">
+				<port id="2" precision="FP32" names="1279,q.15">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -25122,142 +22707,7 @@
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 			</output>
 		</layer>
-		<layer id="1679" name="__module.model.layers.7.self_attn.rotary_emb/aten::to/Convert" type="Const" version="opset1">
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-					<dim>64</dim>
-					<dim>1</dim>
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-		<layer id="1680" name="__module.model.layers.7.self_attn.rotary_emb/aten::expand/Broadcast" type="Broadcast" version="opset3">
-			<data mode="bidirectional" />
-			<input>
-				<port id="0" precision="FP32">
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-		<layer id="1681" name="__module.model.layers.7.self_attn.rotary_emb/aten::matmul/MatMul" type="MatMul" version="opset1">
-			<data transpose_a="false" transpose_b="false" />
-			<input>
-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
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-		<layer id="1682" name="__module.model.layers.7.self_attn.rotary_emb/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
-			<data element_type="i32" shape="3" offset="218618232" size="12" />
-			<output>
-				<port id="0" precision="I32">
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-		</layer>
-		<layer id="1683" name="__module.model.layers.7.self_attn.rotary_emb/aten::transpose/Transpose" type="Transpose" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
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-					<dim>64</dim>
-					<dim>-1</dim>
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-		<layer id="1684" name="__module.model.layers.7.self_attn.rotary_emb/aten::cat/Concat" type="Concat" version="opset1">
-			<data axis="-1" />
-			<input>
-				<port id="0" precision="FP32">
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-		<layer id="1685" name="__module.model.layers.7.self_attn.rotary_emb/aten::cos/Cos" type="Cos" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
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-		<layer id="1686" name="__module.model.layers.7.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
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-				<port id="1" precision="I64" />
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-			<output>
-				<port id="2" precision="FP32" names="1451,cos.47">
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-					<dim>1</dim>
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-			</output>
-		</layer>
-		<layer id="1687" name="__module.model.layers.7.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="1477" name="__module.model.layers.7.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25274,7 +22724,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1453">
+				<port id="2" precision="FP32" names="1288">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -25282,76 +22732,23 @@
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 			</output>
 		</layer>
-		<layer id="1688" name="Constant_107407" type="Const" version="opset1">
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-		<layer id="1689" name="Constant_107406" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="1478" name="Constant_6527" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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-			<input>
-				<port id="0" precision="FP32">
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-					<dim>32</dim>
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-		<layer id="1691" name="__module.model.layers.7.self_attn/aten::size/Constant_3" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="1479" name="Constant_6529" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618252" size="8" />
 			<output>
-				<port id="0" precision="I32" />
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-		</layer>
-		<layer id="1692" name="__module.model.layers.7.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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-			<output>
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-		<layer id="1693" name="__module.model.layers.7.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
-			<data auto_broadcast="numpy" m_pythondiv="true" />
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-				<port id="1" precision="I64" />
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-			<output>
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 			</output>
 		</layer>
-		<layer id="1694" name="__module.model.layers.7.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
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-				<port id="0" precision="I64" />
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-			<output>
-				<port id="1" precision="I64" names="1456,1457,1461,1462" />
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-		</layer>
-		<layer id="1695" name="Constant_127736" type="Const" version="opset1">
+		<layer id="1480" name="Constant_6531" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -25359,67 +22756,7 @@
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 			</output>
 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1481" name="__module.model.layers.7.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -25428,17 +22765,20 @@
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 				</port>
 				<port id="1" precision="I64">
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 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			<output>
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+				<port id="5" precision="FP32" names="1298,x2.29">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -25446,8 +22786,8 @@
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+		<layer id="1482" name="Constant_36948" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -25457,7 +22797,7 @@
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 			</output>
 		</layer>
-		<layer id="1703" name="__module.model.layers.7.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="1483" name="__module.model.layers.7.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25474,7 +22814,7 @@
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 			<output>
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+				<port id="2" precision="FP32" names="1299">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -25482,24 +22822,31 @@
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 		</layer>
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+		<layer id="1484" name="Constant_6424" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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 				<port id="0" precision="I64">
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+		<layer id="1486" name="Constant_6470" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
+			<output>
+				<port id="0" precision="I64">
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+		<layer id="1487" name="__module.model.layers.7.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
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@@ -25508,17 +22855,20 @@
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 			<output>
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 					<dim>32</dim>
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@@ -25526,7 +22876,7 @@
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 			<input>
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@@ -25543,7 +22893,7 @@
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 			<output>
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+				<port id="2" precision="FP32" names="1301">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -25551,41 +22901,7 @@
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 		</layer>
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-					<dim>-1</dim>
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-		<layer id="1710" name="__module.model.layers.7.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1489" name="__module.model.layers.7.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25602,7 +22918,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1302">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -25610,7 +22926,7 @@
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 			</output>
 		</layer>
-		<layer id="1711" name="__module.model.layers.7.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="1490" name="__module.model.layers.7.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25627,7 +22943,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1303">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -25635,13 +22951,13 @@
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 			</output>
 		</layer>
-		<layer id="1712" name="Constant_160614" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32" />
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 		</layer>
-		<layer id="1713" name="Constant_160607" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
@@ -25649,7 +22965,7 @@
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 			</output>
 		</layer>
-		<layer id="1714" name="Constant_160609" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -25657,7 +22973,7 @@
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 			</output>
 		</layer>
-		<layer id="1715" name="Constant_160611" type="Const" version="opset1">
+		<layer id="1494" name="Constant_52423" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
@@ -25665,7 +22981,7 @@
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 			</output>
 		</layer>
-		<layer id="1716" name="Concat_160612" type="Concat" version="opset1">
+		<layer id="1495" name="Concat_52424" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -25687,7 +23003,7 @@
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 			</output>
 		</layer>
-		<layer id="1717" name="Broadcast_160615" type="Broadcast" version="opset3">
+		<layer id="1496" name="Broadcast_52427" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -25704,7 +23020,7 @@
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 			</output>
 		</layer>
-		<layer id="1718" name="ReadValue_155446" type="ReadValue" version="opset6">
+		<layer id="1497" name="ReadValue_49950" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.7.keypresent.7.key" variable_type="f32" variable_shape="?,32,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25723,13 +23039,13 @@
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 			</output>
 		</layer>
-		<layer id="1719" name="Constant_150247" type="Const" version="opset1">
+		<layer id="1498" name="Constant_47415" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1720" name="Gather_150248" type="Gather" version="opset8">
+		<layer id="1499" name="Gather_47416" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25752,8 +23068,8 @@
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="4096, 32, 128" offset="1098129016" size="8388608" />
+		<layer id="1500" name="self.model.layers.7.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="954829312" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -25762,7 +23078,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1722" name="Convert_167743" type="Convert" version="opset1">
+		<layer id="1501" name="Convert_74693" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -25779,8 +23095,8 @@
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 			</output>
 		</layer>
-		<layer id="1723" name="self.model.layers.7.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 1" offset="1106517624" size="65536" />
+		<layer id="1502" name="self.model.layers.7.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="963217920" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -25789,7 +23105,7 @@
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 			</output>
 		</layer>
-		<layer id="1724" name="Convert_167745" type="Convert" version="opset1">
+		<layer id="1503" name="Convert_74695" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -25806,7 +23122,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -25828,8 +23144,8 @@
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 			</output>
 		</layer>
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-			<data element_type="f16" shape="4096, 32, 1" offset="1106583160" size="262144" />
+		<layer id="1505" name="self.model.layers.7.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="963283456" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -25838,7 +23154,7 @@
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 			</output>
 		</layer>
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+		<layer id="1506" name="self.model.layers.7.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -25860,7 +23176,7 @@
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 			</output>
 		</layer>
-		<layer id="1728" name="Constant_167750" type="Const" version="opset1">
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 			<data element_type="i64" shape="2" offset="218617904" size="16" />
 			<output>
 				<port id="0" precision="I64">
@@ -25868,7 +23184,7 @@
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 			</output>
 		</layer>
-		<layer id="1729" name="Reshape_167751" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -25887,7 +23203,7 @@
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 			</output>
 		</layer>
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 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -25902,7 +23218,7 @@
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 			</output>
 		</layer>
-		<layer id="1731" name="__module.model.layers.7.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1510" name="__module.model.layers.7.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25916,14 +23232,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1274,key_states.19">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
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 			</output>
 		</layer>
-		<layer id="1732" name="Constant_130297" type="Const" version="opset1">
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 			<data element_type="i64" shape="4" offset="218617920" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -25931,7 +23247,7 @@
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 			</output>
 		</layer>
-		<layer id="1733" name="__module.model.layers.7.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="1512" name="__module.model.layers.7.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25944,7 +23260,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1281">
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -25952,7 +23268,7 @@
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-		<layer id="1734" name="__module.model.layers.7.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
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 			<data element_type="i32" shape="4" offset="218617952" size="16" />
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 				<port id="0" precision="I32">
@@ -25960,7 +23276,7 @@
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 		</layer>
-		<layer id="1735" name="__module.model.layers.7.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="1514" name="__module.model.layers.7.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -25973,7 +23289,7 @@
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 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -25981,7 +23297,7 @@
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-		<layer id="1736" name="__module.model.layers.7.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="1515" name="__module.model.layers.7.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -25998,7 +23314,7 @@
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 			<output>
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+				<port id="2" precision="FP32" names="1304">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -26006,144 +23322,31 @@
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-			<data element_type="i32" shape="" offset="0" size="4" />
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+		<layer id="1518" name="Constant_6674" type="Const" version="opset1">
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1519" name="__module.model.layers.7.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
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@@ -26152,17 +23355,20 @@
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 			<output>
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 					<dim>32</dim>
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@@ -26170,8 +23376,8 @@
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-			<data element_type="f32" shape="1, 1, 1, 1" offset="218618356" size="4" />
+		<layer id="1520" name="Constant_36949" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="218618268" size="4" />
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 				<port id="0" precision="FP32">
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@@ -26181,7 +23387,7 @@
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 		</layer>
-		<layer id="1752" name="__module.model.layers.7.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1521" name="__module.model.layers.7.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -26198,7 +23404,7 @@
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 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -26206,24 +23412,31 @@
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 		</layer>
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-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="1522" name="Constant_6567" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="1754" name="Constant_107564" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
+		<layer id="1523" name="Constant_6611" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1524" name="Constant_6613" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1525" name="__module.model.layers.7.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -26232,17 +23445,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="1309">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -26250,7 +23466,7 @@
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 			</output>
 		</layer>
-		<layer id="1756" name="__module.model.layers.7.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="1526" name="__module.model.layers.7.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -26267,7 +23483,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1317">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -26275,7 +23491,7 @@
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 			</output>
 		</layer>
-		<layer id="1757" name="__module.model.layers.7.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="1527" name="__module.model.layers.7.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -26292,7 +23508,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1318">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -26300,7 +23516,7 @@
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 			</output>
 		</layer>
-		<layer id="1758" name="__module.model.layers.7.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="1528" name="__module.model.layers.7.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -26317,7 +23533,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1484">
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -26325,7 +23541,7 @@
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 			</output>
 		</layer>
-		<layer id="1759" name="__module.model.layers.7.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="1529" name="__module.model.layers.7.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -26350,13 +23566,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1760" name="Constant_160627" type="Const" version="opset1">
+		<layer id="1530" name="Constant_52438" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="1761" name="Constant_160620" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -26364,7 +23580,7 @@
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 			</output>
 		</layer>
-		<layer id="1762" name="Constant_160622" type="Const" version="opset1">
+		<layer id="1532" name="Constant_52433" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -26372,7 +23588,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1763" name="Constant_160624" type="Const" version="opset1">
+		<layer id="1533" name="Constant_52435" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -26380,7 +23596,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1764" name="Concat_160625" type="Concat" version="opset1">
+		<layer id="1534" name="Concat_52436" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -26402,7 +23618,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1765" name="Broadcast_160628" type="Broadcast" version="opset3">
+		<layer id="1535" name="Broadcast_52439" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -26419,7 +23635,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1766" name="ReadValue_155448" type="ReadValue" version="opset6">
+		<layer id="1536" name="ReadValue_49952" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.7.valuepresent.7.value" variable_type="f32" variable_shape="?,32,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -26438,13 +23654,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1767" name="Constant_150250" type="Const" version="opset1">
+		<layer id="1537" name="Constant_47418" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1768" name="Gather_150251" type="Gather" version="opset8">
+		<layer id="1538" name="Gather_47419" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -26467,94 +23683,134 @@
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 			</output>
 		</layer>
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-			<data element_type="u8" shape="4096, 4096" offset="1106845304" size="16777216" />
+		<layer id="1539" name="self.model.layers.7.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="963545600" size="8388608" />
 			<output>
-				<port id="0" precision="U8">
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+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="1770" name="Convert_167755" type="Convert" version="opset1">
+		<layer id="1540" name="Convert_74704" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
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 		</layer>
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-			<data element_type="u8" shape="4096, 1" offset="1123622520" size="4096" />
+		<layer id="1541" name="self.model.layers.7.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="971934208" size="65536" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="1772" name="Convert_167758" type="Convert" version="opset1">
+		<layer id="1542" name="Convert_74706" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1773" name="self.model.layers.7.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1543" name="self.model.layers.7.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
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 		</layer>
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-			<data element_type="f16" shape="4096, 1" offset="1123626616" size="8192" />
+		<layer id="1544" name="self.model.layers.7.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="971999744" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="1775" name="self.model.layers.7.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1545" name="self.model.layers.7.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1546" name="Constant_74711" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="218617904" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1547" name="Reshape_74712" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I64">
+					<dim>2</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
@@ -26562,7 +23818,7 @@
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 			</output>
 		</layer>
-		<layer id="1776" name="self.model.layers.7.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1548" name="self.model.layers.7.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -26577,7 +23833,7 @@
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-		<layer id="1777" name="__module.model.layers.7.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
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@@ -26591,14 +23847,14 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>4096</dim>
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-		<layer id="1778" name="Constant_130298" type="Const" version="opset1">
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 			<data element_type="i64" shape="4" offset="218617920" size="32" />
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 				<port id="0" precision="I64">
@@ -26606,7 +23862,7 @@
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+		<layer id="1551" name="__module.model.layers.7.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
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@@ -26619,7 +23875,7 @@
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 			</input>
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+				<port id="2" precision="FP32" names="1284">
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 					<dim>32</dim>
@@ -26627,7 +23883,7 @@
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 		</layer>
-		<layer id="1780" name="__module.model.layers.7.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="1552" name="__module.model.layers.7.self_attn/aten::transpose/Constant_2" type="Const" version="opset1">
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@@ -26635,7 +23891,7 @@
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 		</layer>
-		<layer id="1781" name="__module.model.layers.7.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="1553" name="__module.model.layers.7.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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@@ -26648,7 +23904,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1285">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -26656,7 +23912,7 @@
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 		</layer>
-		<layer id="1782" name="__module.model.layers.7.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="1554" name="__module.model.layers.7.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
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@@ -26681,31 +23937,15 @@
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 		</layer>
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-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="1555" name="Constant_6738" type="Const" version="opset1">
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 		</layer>
-		<layer id="1786" name="ShapeOf_128402" type="ShapeOf" version="opset3">
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 			<data output_type="i64" />
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 				<port id="0" precision="FP32">
@@ -26721,21 +23961,21 @@
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 		</layer>
-		<layer id="1787" name="Constant_128403" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618284" size="8" />
+		<layer id="1557" name="Constant_38523" type="Const" version="opset1">
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 		</layer>
-		<layer id="1788" name="Constant_128404" type="Const" version="opset1">
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 			<data element_type="i64" shape="" offset="4" size="8" />
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 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1789" name="Gather_128405" type="Gather" version="opset8">
+		<layer id="1559" name="Gather_38525" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -26752,7 +23992,7 @@
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 			</output>
 		</layer>
-		<layer id="1790" name="ShapeOf_128406" type="ShapeOf" version="opset3">
+		<layer id="1560" name="ShapeOf_38526" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -26768,21 +24008,21 @@
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 		</layer>
-		<layer id="1791" name="Constant_128407" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618284" size="8" />
+		<layer id="1561" name="Constant_38527" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="236050872" size="8" />
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 		</layer>
-		<layer id="1792" name="Constant_128408" type="Const" version="opset1">
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 			<data element_type="i64" shape="" offset="4" size="8" />
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 				<port id="0" precision="I64" />
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 		</layer>
-		<layer id="1793" name="Gather_128409" type="Gather" version="opset8">
+		<layer id="1563" name="Gather_38529" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -26799,7 +24039,7 @@
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 			</output>
 		</layer>
-		<layer id="1794" name="Add_128410" type="Add" version="opset1">
+		<layer id="1564" name="Add_38530" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I64">
@@ -26810,50 +24050,20 @@
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 			</input>
 			<output>
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+				<port id="2" precision="I64" names="1324">
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 		</layer>
-		<layer id="1795" name="Constant_107605" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="1565" name="Constant_6741" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
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-		<layer id="1797" name="Constant_107614" type="Const" version="opset1">
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1566" name="__module.model.layers.7.self_attn/aten::slice/Slice_7" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -26862,17 +24072,20 @@
 					<dim>-1</dim>
 				</port>
 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			</input>
 			<output>
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 					<dim>1</dim>
 					<dim>-1</dim>
@@ -26880,7 +24093,7 @@
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-		<layer id="1799" name="__module.model.layers.7.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="1567" name="__module.model.layers.7.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
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@@ -26909,7 +24122,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -26917,7 +24130,7 @@
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 			</output>
 		</layer>
-		<layer id="1800" name="__module.model.layers.7.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="1568" name="__module.model.layers.7.self_attn/aten::transpose/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
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 				<port id="0" precision="I32">
@@ -26925,7 +24138,7 @@
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 			</output>
 		</layer>
-		<layer id="1801" name="__module.model.layers.7.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="1569" name="__module.model.layers.7.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -26938,7 +24151,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1330">
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -26946,7 +24159,7 @@
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 			</output>
 		</layer>
-		<layer id="1802" name="__module.model.layers.7.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+		<layer id="1570" name="__module.model.layers.7.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -26961,21 +24174,21 @@
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 			</output>
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-		<layer id="1803" name="Constant_102696" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="244124208" size="16" />
+		<layer id="1571" name="Constant_33883" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="236050896" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
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 		</layer>
-		<layer id="1804" name="Constant_102697" type="Const" version="opset1">
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 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1805" name="Gather_102698" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -26992,7 +24205,15 @@
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 			</output>
 		</layer>
-		<layer id="1806" name="__module.model.layers.7.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+		<layer id="1574" name="Constant_6815" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="209901604" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1575" name="__module.model.layers.7.self_attn/prim::ListConstruct_3" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -27003,12 +24224,12 @@
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 			</input>
 			<output>
-				<port id="2" precision="I64" names="1497">
+				<port id="2" precision="I64">
 					<dim>3</dim>
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 		</layer>
-		<layer id="1807" name="__module.model.layers.7.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+		<layer id="1576" name="__module.model.layers.7.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -27022,15 +24243,15 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>-1</dim>
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 		</layer>
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-			<data element_type="u4" shape="4096, 32, 128" offset="1123634808" size="8388608" />
+		<layer id="1577" name="self.model.layers.7.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="972261888" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -27039,7 +24260,7 @@
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 			</output>
 		</layer>
-		<layer id="1809" name="Convert_167776" type="Convert" version="opset1">
+		<layer id="1578" name="Convert_74726" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -27056,8 +24277,8 @@
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="4096, 32, 1" offset="1132023416" size="65536" />
+		<layer id="1579" name="self.model.layers.7.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="980650496" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -27066,7 +24287,7 @@
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 			</output>
 		</layer>
-		<layer id="1811" name="Convert_167778" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -27083,7 +24304,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -27105,8 +24326,8 @@
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 			</output>
 		</layer>
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-			<data element_type="f16" shape="4096, 32, 1" offset="1132088952" size="262144" />
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -27115,7 +24336,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -27137,7 +24358,7 @@
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 			</output>
 		</layer>
-		<layer id="1815" name="Constant_167783" type="Const" version="opset1">
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 			<data element_type="i64" shape="2" offset="218617904" size="16" />
 			<output>
 				<port id="0" precision="I64">
@@ -27145,7 +24366,7 @@
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 			</output>
 		</layer>
-		<layer id="1816" name="Reshape_167784" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -27164,7 +24385,7 @@
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 			</output>
 		</layer>
-		<layer id="1817" name="self.model.layers.7.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -27179,13 +24400,13 @@
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 			</output>
 		</layer>
-		<layer id="1818" name="__module.model.layers.7.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
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+					<dim>-1</dim>
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 				<port id="1" precision="FP32">
 					<dim>4096</dim>
@@ -27193,14 +24414,14 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="1819" name="__module.model.layers.7/aten::add/Add" type="Add" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
@@ -27215,15 +24436,15 @@
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-			<data element_type="f32" shape="1, 1, 4096" offset="1132351096" size="16384" />
+		<layer id="1589" name="Constant_36953" type="Const" version="opset1">
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@@ -27232,7 +24453,7 @@
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-		<layer id="1821" name="Constant_123046" type="Const" version="opset1">
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@@ -27242,7 +24463,7 @@
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-		<layer id="1822" name="Constant_123044" type="Const" version="opset1">
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@@ -27252,7 +24473,7 @@
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@@ -27267,22 +24488,22 @@
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-		<layer id="1824" name="Constant_4249" type="Const" version="opset1">
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-		<layer id="1825" name="__module.model.layers.7.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
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 			<data keep_dims="true" />
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@@ -27295,14 +24516,14 @@
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 			<output>
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-		<layer id="1826" name="Constant_123045" type="Const" version="opset1">
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@@ -27312,7 +24533,7 @@
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@@ -27327,14 +24548,14 @@
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 			<output>
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-		<layer id="1828" name="__module.model.layers.7.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
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@@ -27350,7 +24571,7 @@
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-		<layer id="1829" name="__module.model.layers.7.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="1598" name="__module.model.layers.7.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -27365,14 +24586,14 @@
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+		<layer id="1599" name="__module.model.layers.7.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -27387,14 +24608,14 @@
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 			<output>
-				<port id="2" precision="FP32" names="1513,1514,hidden_states.201,hidden_states.203">
+				<port id="2" precision="FP32" names="1348,1349,hidden_states.201,hidden_states.203">
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-		<layer id="1831" name="__module.model.layers.7.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1600" name="__module.model.layers.7.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -27409,15 +24630,15 @@
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 			<output>
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 					<dim>4096</dim>
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-			<data element_type="u4" shape="11008, 32, 128" offset="1132367480" size="22544384" />
+		<layer id="1601" name="self.model.layers.7.mlp.gate_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="11008, 32, 128" offset="980994560" size="22544384" />
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@@ -27426,7 +24647,7 @@
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 			</output>
 		</layer>
-		<layer id="1833" name="Convert_166621" type="Convert" version="opset1">
+		<layer id="1602" name="Convert_73571" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -27443,8 +24664,8 @@
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 		</layer>
-		<layer id="1834" name="self.model.layers.7.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="11008, 32, 1" offset="1154911864" size="176128" />
+		<layer id="1603" name="self.model.layers.7.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="11008, 32, 1" offset="1003538944" size="176128" />
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 				<port id="0" precision="U4">
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@@ -27453,7 +24674,7 @@
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 			</output>
 		</layer>
-		<layer id="1835" name="Convert_166623" type="Convert" version="opset1">
+		<layer id="1604" name="Convert_73573" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -27470,7 +24691,7 @@
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 		</layer>
-		<layer id="1836" name="self.model.layers.7.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -27492,8 +24713,8 @@
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-			<data element_type="f16" shape="11008, 32, 1" offset="1155087992" size="704512" />
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 				<port id="0" precision="FP16">
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@@ -27502,7 +24723,7 @@
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 		</layer>
-		<layer id="1838" name="self.model.layers.7.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -27524,15 +24745,15 @@
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-		<layer id="1839" name="Constant_166628" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="276281944" size="16" />
+		<layer id="1608" name="Constant_73578" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="268208608" size="16" />
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-		<layer id="1840" name="Reshape_166629" type="Reshape" version="opset1">
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 			<input>
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@@ -27551,7 +24772,7 @@
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 		</layer>
-		<layer id="1841" name="self.model.layers.7.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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 			<data destination_type="f32" />
 			<input>
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@@ -27566,7 +24787,7 @@
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 		</layer>
-		<layer id="1842" name="__module.model.layers.7.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
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@@ -27580,14 +24801,14 @@
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 			<output>
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 		</layer>
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 			<input>
 				<port id="0" precision="FP32">
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@@ -27596,101 +24817,141 @@
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 			<output>
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 					<dim>11008</dim>
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-			<data element_type="u8" shape="11008, 4096" offset="1155792504" size="45088768" />
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+					<dim>32</dim>
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 		</layer>
-		<layer id="1845" name="Convert_166611" type="Convert" version="opset1">
+		<layer id="1614" name="Convert_73560" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
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+					<dim>32</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>11008</dim>
-					<dim>4096</dim>
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-			<data element_type="u8" shape="11008, 1" offset="1200881272" size="11008" />
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+			<data element_type="u4" shape="11008, 32, 1" offset="1026963968" size="176128" />
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-		<layer id="1847" name="Convert_166614" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>11008</dim>
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 			<input>
 				<port id="0" precision="FP16">
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 				<port id="1" precision="FP16">
 					<dim>11008</dim>
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 					<dim>11008</dim>
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 				<port id="0" precision="FP16">
 					<dim>11008</dim>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
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 				<port id="1" precision="FP16">
 					<dim>11008</dim>
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 					<dim>1</dim>
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+					<dim>11008</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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+		<layer id="1620" name="Constant_73567" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="268208608" size="16" />
+			<output>
+				<port id="0" precision="I64">
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+		<layer id="1621" name="Reshape_73568" type="Reshape" version="opset1">
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+				<port id="0" precision="FP16">
+					<dim>11008</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			<output>
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@@ -27698,7 +24959,7 @@
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@@ -27713,7 +24974,7 @@
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@@ -27727,14 +24988,14 @@
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@@ -27766,7 +25027,7 @@
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@@ -27783,8 +25044,8 @@
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@@ -27810,7 +25071,7 @@
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@@ -27864,15 +25125,15 @@
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@@ -27891,7 +25152,7 @@
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@@ -27969,7 +25230,7 @@
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+		<layer id="1663" name="__module.model.layers.8.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -28364,7 +25625,7 @@
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 			<output>
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+				<port id="2" precision="FP32" names="1401,q.17">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -28372,142 +25633,7 @@
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 			</output>
 		</layer>
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-		<layer id="1897" name="__module.model.layers.8.self_attn.rotary_emb/aten::transpose/Transpose" type="Transpose" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
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-					<dim>64</dim>
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-					<dim>-1</dim>
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-			<input>
-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
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-		<layer id="1899" name="__module.model.layers.8.self_attn.rotary_emb/aten::cos/Cos" type="Cos" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-					<dim>-1</dim>
-					<dim>128</dim>
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-		<layer id="1900" name="__module.model.layers.8.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64" />
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-			<output>
-				<port id="2" precision="FP32" names="1599,cos.53">
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-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			</output>
-		</layer>
-		<layer id="1901" name="__module.model.layers.8.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="1664" name="__module.model.layers.8.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28524,7 +25650,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1601">
+				<port id="2" precision="FP32" names="1410">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -28532,76 +25658,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1902" name="Constant_107619" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-			</output>
-		</layer>
-		<layer id="1903" name="Constant_107618" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="1665" name="Constant_7307" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1904" name="__module.model.layers.8.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
-			<data output_type="i64" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>32</dim>
-					<dim>-1</dim>
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-			<output>
-				<port id="1" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1905" name="__module.model.layers.8.self_attn/aten::size/Constant_3" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="1666" name="Constant_7309" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618252" size="8" />
 			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="1906" name="__module.model.layers.8.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
-			</input>
-			<output>
-				<port id="3" precision="I64" names="1602,1607" />
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-		</layer>
-		<layer id="1907" name="__module.model.layers.8.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
-			<data auto_broadcast="numpy" m_pythondiv="true" />
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-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
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-			<output>
-				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1908" name="__module.model.layers.8.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
-			<input>
-				<port id="0" precision="I64" />
-			</input>
-			<output>
-				<port id="1" precision="I64" names="1604,1605,1609,1610" />
-			</output>
-		</layer>
-		<layer id="1909" name="Constant_127740" type="Const" version="opset1">
+		<layer id="1667" name="Constant_7311" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -28609,67 +25682,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1910" name="__module.model.layers.8.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
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-		</layer>
-		<layer id="1911" name="Constant_107617" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I32">
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-				</port>
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-		</layer>
-		<layer id="1912" name="ScatterUpdate_107620" type="ScatterUpdate" version="opset3">
-			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
-					<dim>1</dim>
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-				<port id="3" precision="I32">
-					<dim>1</dim>
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-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1913" name="Constant_107623" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618292" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1914" name="Constant_107626" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1915" name="__module.model.layers.8.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1668" name="__module.model.layers.8.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -28678,17 +25691,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="1611,x2.33">
+				<port id="5" precision="FP32" names="1420,x2.33">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -28696,8 +25712,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1916" name="Constant_123052" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="218618356" size="4" />
+		<layer id="1669" name="Constant_36958" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="218618268" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -28707,7 +25723,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1917" name="__module.model.layers.8.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="1670" name="__module.model.layers.8.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28724,7 +25740,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1612">
+				<port id="2" precision="FP32" names="1421">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -28732,24 +25748,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1918" name="Constant_107671" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="1671" name="Constant_7204" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1919" name="Constant_107676" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
+		<layer id="1672" name="Constant_7248" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1920" name="__module.model.layers.8.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1673" name="Constant_7250" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1674" name="__module.model.layers.8.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -28758,17 +25781,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="1606">
+				<port id="5" precision="FP32" names="1415">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -28776,7 +25802,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1921" name="__module.model.layers.8.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="1675" name="__module.model.layers.8.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28793,7 +25819,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1614">
+				<port id="2" precision="FP32" names="1423">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -28801,41 +25827,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1922" name="__module.model.layers.8.self_attn.rotary_emb/aten::sin/Sin" type="Sin" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			<output>
-				<port id="1" precision="FP32" names="1593,1595,1598,sin.49,sin.51">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1923" name="__module.model.layers.8.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64" />
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-			<output>
-				<port id="2" precision="FP32" names="1600,sin.53">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			</output>
-		</layer>
-		<layer id="1924" name="__module.model.layers.8.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1676" name="__module.model.layers.8.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28852,7 +25844,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1615">
+				<port id="2" precision="FP32" names="1424">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -28860,7 +25852,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1925" name="__module.model.layers.8.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="1677" name="__module.model.layers.8.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28877,7 +25869,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1616">
+				<port id="2" precision="FP32" names="1425">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -28885,13 +25877,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1926" name="Constant_160640" type="Const" version="opset1">
+		<layer id="1678" name="Constant_52450" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="1927" name="Constant_160633" type="Const" version="opset1">
+		<layer id="1679" name="Constant_52443" type="Const" version="opset1">
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@@ -28899,7 +25891,7 @@
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@@ -28907,7 +25899,7 @@
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-		<layer id="1929" name="Constant_160637" type="Const" version="opset1">
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@@ -28915,7 +25907,7 @@
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@@ -28937,7 +25929,7 @@
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-		<layer id="1931" name="Broadcast_160641" type="Broadcast" version="opset3">
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 			<input>
 				<port id="0" precision="FP32" />
@@ -28954,7 +25946,7 @@
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@@ -28973,13 +25965,13 @@
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 		</layer>
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 			<data batch_dims="0" />
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@@ -29002,8 +25994,8 @@
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+		<layer id="1687" name="self.model.layers.8.self_attn.k_proj.weight" type="Const" version="opset1">
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 					<dim>4096</dim>
@@ -29012,7 +26004,7 @@
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 		</layer>
-		<layer id="1936" name="Convert_167787" type="Convert" version="opset1">
+		<layer id="1688" name="Convert_74737" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -29029,8 +26021,8 @@
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-			<data element_type="u4" shape="4096, 32, 1" offset="1241460600" size="65536" />
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 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -29039,7 +26031,7 @@
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 			</output>
 		</layer>
-		<layer id="1938" name="Convert_167789" type="Convert" version="opset1">
+		<layer id="1690" name="Convert_74739" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -29056,7 +26048,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -29078,8 +26070,8 @@
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 			</output>
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-			<data element_type="f16" shape="4096, 32, 1" offset="1241526136" size="262144" />
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -29088,7 +26080,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -29110,7 +26102,7 @@
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 			</output>
 		</layer>
-		<layer id="1942" name="Constant_167794" type="Const" version="opset1">
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 			<data element_type="i64" shape="2" offset="218617904" size="16" />
 			<output>
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@@ -29118,7 +26110,7 @@
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 			</output>
 		</layer>
-		<layer id="1943" name="Reshape_167795" type="Reshape" version="opset1">
+		<layer id="1695" name="Reshape_74745" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -29137,7 +26129,7 @@
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 			</output>
 		</layer>
-		<layer id="1944" name="self.model.layers.8.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -29152,7 +26144,7 @@
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 			</output>
 		</layer>
-		<layer id="1945" name="__module.model.layers.8.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1697" name="__module.model.layers.8.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
@@ -29166,14 +26158,14 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 			</output>
 		</layer>
-		<layer id="1946" name="Constant_130300" type="Const" version="opset1">
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 			<data element_type="i64" shape="4" offset="218617920" size="32" />
 			<output>
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@@ -29181,7 +26173,7 @@
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 			</output>
 		</layer>
-		<layer id="1947" name="__module.model.layers.8.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="1699" name="__module.model.layers.8.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -29194,7 +26186,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1403">
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -29202,7 +26194,7 @@
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 		</layer>
-		<layer id="1948" name="__module.model.layers.8.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="1700" name="__module.model.layers.8.self_attn/aten::transpose/Constant_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -29210,7 +26202,7 @@
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 			</output>
 		</layer>
-		<layer id="1949" name="__module.model.layers.8.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="1701" name="__module.model.layers.8.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -29223,7 +26215,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1570,k.17">
+				<port id="2" precision="FP32" names="1404,k.17">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -29231,7 +26223,7 @@
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 			</output>
 		</layer>
-		<layer id="1950" name="__module.model.layers.8.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="1702" name="__module.model.layers.8.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -29248,7 +26240,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1426">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -29256,144 +26248,31 @@
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 		</layer>
-		<layer id="1951" name="Constant_107719" type="Const" version="opset1">
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-				<port id="0" precision="I64">
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-		<layer id="1952" name="Constant_107718" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="1703" name="Constant_7450" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
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-					<dim>32</dim>
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-		<layer id="1954" name="__module.model.layers.8.self_attn/aten::size/Constant_5" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="1704" name="Constant_7452" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618252" size="8" />
 			<output>
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-		<layer id="1955" name="__module.model.layers.8.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
 				<port id="0" precision="I64">
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-			<output>
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-		<layer id="1956" name="__module.model.layers.8.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
-			<data auto_broadcast="numpy" m_pythondiv="true" />
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-				<port id="1" precision="I64" />
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-		</layer>
-		<layer id="1957" name="__module.model.layers.8.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
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-				<port id="0" precision="I64" />
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-			<output>
-				<port id="1" precision="I64" names="1620,1621,1625,1626" />
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-		<layer id="1958" name="Constant_127742" type="Const" version="opset1">
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 		</layer>
-		<layer id="1960" name="Constant_107717" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="1705" name="Constant_7454" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1706" name="__module.model.layers.8.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -29402,17 +26281,20 @@
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 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -29420,8 +26302,8 @@
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 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -29431,7 +26313,7 @@
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-		<layer id="1966" name="__module.model.layers.8.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -29448,7 +26330,7 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -29456,24 +26338,31 @@
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 			<output>
 				<port id="0" precision="I64">
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 			<output>
 				<port id="0" precision="I64">
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+		<layer id="1711" name="Constant_7393" type="Const" version="opset1">
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+				<port id="0" precision="I64">
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+			</output>
+		</layer>
+		<layer id="1712" name="__module.model.layers.8.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
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@@ -29482,17 +26371,20 @@
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -29500,7 +26392,7 @@
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 		</layer>
-		<layer id="1970" name="__module.model.layers.8.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="1713" name="__module.model.layers.8.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
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@@ -29517,7 +26409,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1439">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -29525,7 +26417,7 @@
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 			</output>
 		</layer>
-		<layer id="1971" name="__module.model.layers.8.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="1714" name="__module.model.layers.8.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -29542,7 +26434,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1440">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -29550,7 +26442,7 @@
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 			</output>
 		</layer>
-		<layer id="1972" name="__module.model.layers.8.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="1715" name="__module.model.layers.8.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -29567,7 +26459,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1632">
+				<port id="2" precision="FP32" names="1441">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -29575,7 +26467,7 @@
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 			</output>
 		</layer>
-		<layer id="1973" name="__module.model.layers.8.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="1716" name="__module.model.layers.8.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -29600,13 +26492,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1974" name="Constant_160653" type="Const" version="opset1">
+		<layer id="1717" name="Constant_52462" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="1975" name="Constant_160646" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -29614,7 +26506,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1976" name="Constant_160648" type="Const" version="opset1">
+		<layer id="1719" name="Constant_52457" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -29622,7 +26514,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1977" name="Constant_160650" type="Const" version="opset1">
+		<layer id="1720" name="Constant_52459" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -29630,7 +26522,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1978" name="Concat_160651" type="Concat" version="opset1">
+		<layer id="1721" name="Concat_52460" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -29652,7 +26544,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1979" name="Broadcast_160654" type="Broadcast" version="opset3">
+		<layer id="1722" name="Broadcast_52463" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -29669,7 +26561,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1980" name="ReadValue_155452" type="ReadValue" version="opset6">
+		<layer id="1723" name="ReadValue_49956" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.8.valuepresent.8.value" variable_type="f32" variable_shape="?,32,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -29688,13 +26580,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1981" name="Constant_150256" type="Const" version="opset1">
+		<layer id="1724" name="Constant_47424" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1982" name="Gather_150257" type="Gather" version="opset8">
+		<layer id="1725" name="Gather_47425" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -29717,94 +26609,134 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1983" name="self.model.layers.8.self_attn.v_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="4096, 4096" offset="1241788280" size="16777216" />
+		<layer id="1726" name="self.model.layers.8.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="1068718592" size="8388608" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="1984" name="Convert_167799" type="Convert" version="opset1">
+		<layer id="1727" name="Convert_74748" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u8" shape="4096, 1" offset="1258565496" size="4096" />
+		<layer id="1728" name="self.model.layers.8.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="1077107200" size="65536" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1986" name="Convert_167802" type="Convert" version="opset1">
+		<layer id="1729" name="Convert_74750" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1987" name="self.model.layers.8.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1730" name="self.model.layers.8.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1988" name="self.model.layers.8.self_attn.v_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 1" offset="1258569592" size="8192" />
+		<layer id="1731" name="self.model.layers.8.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="1077172736" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1989" name="self.model.layers.8.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1732" name="self.model.layers.8.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1733" name="Constant_74755" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="218617904" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1734" name="Reshape_74756" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
@@ -29812,7 +26744,7 @@
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 			</output>
 		</layer>
-		<layer id="1990" name="self.model.layers.8.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1735" name="self.model.layers.8.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -29827,7 +26759,7 @@
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 			</output>
 		</layer>
-		<layer id="1991" name="__module.model.layers.8.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1736" name="__module.model.layers.8.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -29841,14 +26773,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1398,value_states.17">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 			</output>
 		</layer>
-		<layer id="1992" name="Constant_130301" type="Const" version="opset1">
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 			<data element_type="i64" shape="4" offset="218617920" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -29856,7 +26788,7 @@
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 			</output>
 		</layer>
-		<layer id="1993" name="__module.model.layers.8.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="1738" name="__module.model.layers.8.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -29869,7 +26801,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1572">
+				<port id="2" precision="FP32" names="1406">
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -29877,7 +26809,7 @@
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 		</layer>
-		<layer id="1994" name="__module.model.layers.8.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="1739" name="__module.model.layers.8.self_attn/aten::transpose/Constant_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -29885,7 +26817,7 @@
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 			</output>
 		</layer>
-		<layer id="1995" name="__module.model.layers.8.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="1740" name="__module.model.layers.8.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -29898,7 +26830,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1573">
+				<port id="2" precision="FP32" names="1407">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -29906,7 +26838,7 @@
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 			</output>
 		</layer>
-		<layer id="1996" name="__module.model.layers.8.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="1741" name="__module.model.layers.8.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -29931,31 +26863,15 @@
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-		<layer id="1999" name="Constant_107818" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="1742" name="Constant_7518" type="Const" version="opset1">
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 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
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 		</layer>
-		<layer id="2000" name="ShapeOf_128477" type="ShapeOf" version="opset3">
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 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -29971,21 +26887,21 @@
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 		</layer>
-		<layer id="2001" name="Constant_128478" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618284" size="8" />
+		<layer id="1744" name="Constant_38596" type="Const" version="opset1">
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 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2002" name="Constant_128479" type="Const" version="opset1">
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 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
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 		</layer>
-		<layer id="2003" name="Gather_128480" type="Gather" version="opset8">
+		<layer id="1746" name="Gather_38598" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -30002,7 +26918,7 @@
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 			</output>
 		</layer>
-		<layer id="2004" name="ShapeOf_128481" type="ShapeOf" version="opset3">
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 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30018,21 +26934,21 @@
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 		</layer>
-		<layer id="2005" name="Constant_128482" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618284" size="8" />
+		<layer id="1748" name="Constant_38600" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="236050872" size="8" />
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 				<port id="0" precision="I64">
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="2006" name="Constant_128483" type="Const" version="opset1">
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 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
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 		</layer>
-		<layer id="2007" name="Gather_128484" type="Gather" version="opset8">
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@@ -30049,7 +26965,7 @@
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 		</layer>
-		<layer id="2008" name="Add_128485" type="Add" version="opset1">
+		<layer id="1751" name="Add_38603" type="Add" version="opset1">
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@@ -30060,50 +26976,20 @@
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 			<output>
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+				<port id="2" precision="I64" names="1446">
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 		</layer>
-		<layer id="2009" name="Constant_107817" type="Const" version="opset1">
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+		<layer id="1752" name="Constant_7521" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1753" name="__module.model.layers.8.self_attn/aten::slice/Slice_7" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
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@@ -30112,17 +26998,20 @@
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 			<output>
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@@ -30130,7 +27019,7 @@
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-		<layer id="2013" name="__module.model.layers.8.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="1754" name="__module.model.layers.8.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
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@@ -30159,7 +27048,7 @@
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 			</input>
 			<output>
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 					<dim>32</dim>
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@@ -30167,7 +27056,7 @@
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 		</layer>
-		<layer id="2014" name="__module.model.layers.8.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="1755" name="__module.model.layers.8.self_attn/aten::transpose/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
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@@ -30175,7 +27064,7 @@
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 			</output>
 		</layer>
-		<layer id="2015" name="__module.model.layers.8.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="1756" name="__module.model.layers.8.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -30188,7 +27077,7 @@
 				</port>
 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1452">
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -30196,7 +27085,7 @@
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 			</output>
 		</layer>
-		<layer id="2016" name="__module.model.layers.8.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+		<layer id="1757" name="__module.model.layers.8.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30211,21 +27100,21 @@
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 			</output>
 		</layer>
-		<layer id="2017" name="Constant_102706" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="244124208" size="16" />
+		<layer id="1758" name="Constant_33893" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="236050896" size="16" />
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 				<port id="0" precision="I64">
 					<dim>2</dim>
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 			</output>
 		</layer>
-		<layer id="2018" name="Constant_102707" type="Const" version="opset1">
+		<layer id="1759" name="Constant_33894" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2019" name="Gather_102708" type="Gather" version="opset8">
+		<layer id="1760" name="Gather_33895" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -30242,7 +27131,15 @@
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 			</output>
 		</layer>
-		<layer id="2020" name="__module.model.layers.8.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+		<layer id="1761" name="Constant_7595" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="209901604" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1762" name="__module.model.layers.8.self_attn/prim::ListConstruct_3" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -30253,12 +27150,12 @@
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 			</input>
 			<output>
-				<port id="2" precision="I64" names="1645">
+				<port id="2" precision="I64">
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 		</layer>
-		<layer id="2021" name="__module.model.layers.8.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+		<layer id="1763" name="__module.model.layers.8.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30272,15 +27169,15 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1455">
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 					<dim>-1</dim>
 					<dim>-1</dim>
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="4096, 32, 128" offset="1258577784" size="8388608" />
+		<layer id="1764" name="self.model.layers.8.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="1077434880" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -30289,7 +27186,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2023" name="Convert_167820" type="Convert" version="opset1">
+		<layer id="1765" name="Convert_74770" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -30306,8 +27203,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2024" name="self.model.layers.8.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 1" offset="1266966392" size="65536" />
+		<layer id="1766" name="self.model.layers.8.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="1085823488" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -30316,7 +27213,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2025" name="Convert_167822" type="Convert" version="opset1">
+		<layer id="1767" name="Convert_74772" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -30333,7 +27230,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2026" name="self.model.layers.8.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1768" name="self.model.layers.8.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -30355,8 +27252,8 @@
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 			</output>
 		</layer>
-		<layer id="2027" name="self.model.layers.8.self_attn.o_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="1267031928" size="262144" />
+		<layer id="1769" name="self.model.layers.8.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="1085889024" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -30365,7 +27262,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2028" name="self.model.layers.8.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1770" name="self.model.layers.8.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -30387,7 +27284,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2029" name="Constant_167827" type="Const" version="opset1">
+		<layer id="1771" name="Constant_74777" type="Const" version="opset1">
 			<data element_type="i64" shape="2" offset="218617904" size="16" />
 			<output>
 				<port id="0" precision="I64">
@@ -30395,7 +27292,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2030" name="Reshape_167828" type="Reshape" version="opset1">
+		<layer id="1772" name="Reshape_74778" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -30414,7 +27311,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2031" name="self.model.layers.8.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1773" name="self.model.layers.8.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -30429,13 +27326,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2032" name="__module.model.layers.8.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1774" name="__module.model.layers.8.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
+					<dim>-1</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>4096</dim>
@@ -30443,14 +27340,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1648,1650,hidden_states.221">
+				<port id="2" precision="FP32" names="1457,1459,hidden_states.221">
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 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2033" name="__module.model.layers.8/aten::add/Add" type="Add" version="opset1">
+		<layer id="1775" name="__module.model.layers.8/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30465,15 +27362,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1653,1655,1666,hidden_states.223,hidden_states.225">
+				<port id="2" precision="FP32" names="1462,1464,1475,hidden_states.223,hidden_states.225">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="2034" name="Constant_123057" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 4096" offset="1267294072" size="16384" />
+		<layer id="1776" name="Constant_36963" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 4096" offset="1086151168" size="16384" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -30482,7 +27379,7 @@
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 			</output>
 		</layer>
-		<layer id="2035" name="Constant_123056" type="Const" version="opset1">
+		<layer id="1777" name="Constant_36962" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="209901596" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -30492,7 +27389,7 @@
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 			</output>
 		</layer>
-		<layer id="2036" name="Constant_123054" type="Const" version="opset1">
+		<layer id="1778" name="Constant_36960" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="209901600" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -30502,7 +27399,7 @@
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 			</output>
 		</layer>
-		<layer id="2037" name="__module.model.layers.8.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="1779" name="__module.model.layers.8.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30517,22 +27414,22 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1656">
+				<port id="2" precision="FP32" names="1465">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="2038" name="Constant_4742" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="209901604" size="8" />
 			<output>
-				<port id="0" precision="I64" names="1657">
+				<port id="0" precision="I64" names="1466">
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 		</layer>
-		<layer id="2039" name="__module.model.layers.8.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="1781" name="__module.model.layers.8.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30545,14 +27442,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1658,variance.35">
+				<port id="2" precision="FP32" names="1467,variance.35">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="2040" name="Constant_123055" type="Const" version="opset1">
+		<layer id="1782" name="Constant_36961" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="209901612" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -30562,7 +27459,7 @@
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 			</output>
 		</layer>
-		<layer id="2041" name="__module.model.layers.8.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="1783" name="__module.model.layers.8.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30577,14 +27474,14 @@
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 			<output>
-				<port id="2" precision="FP32" names="1659">
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 					<dim>-1</dim>
 					<dim>1</dim>
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-		<layer id="2042" name="__module.model.layers.8.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="1784" name="__module.model.layers.8.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -30600,7 +27497,7 @@
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 		</layer>
-		<layer id="2043" name="__module.model.layers.8.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="1785" name="__module.model.layers.8.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30615,14 +27512,14 @@
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 			<output>
-				<port id="2" precision="FP32" names="1660">
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 					<dim>-1</dim>
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+		<layer id="1786" name="__module.model.layers.8.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30637,14 +27534,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1661,1662,hidden_states.227,hidden_states.229">
+				<port id="2" precision="FP32" names="1470,1471,hidden_states.227,hidden_states.229">
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 					<dim>-1</dim>
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 		</layer>
-		<layer id="2045" name="__module.model.layers.8.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1787" name="__module.model.layers.8.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30659,15 +27556,15 @@
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 			<output>
-				<port id="2" precision="FP32" names="1663,1665">
+				<port id="2" precision="FP32" names="1472,1474">
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 					<dim>4096</dim>
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 		</layer>
-		<layer id="2046" name="self.model.layers.8.mlp.gate_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="11008, 32, 128" offset="1267310456" size="22544384" />
+		<layer id="1788" name="self.model.layers.8.mlp.gate_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="11008, 32, 128" offset="1086167552" size="22544384" />
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@@ -30676,7 +27573,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2047" name="Convert_166654" type="Convert" version="opset1">
+		<layer id="1789" name="Convert_73604" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -30693,8 +27590,8 @@
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 			</output>
 		</layer>
-		<layer id="2048" name="self.model.layers.8.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="11008, 32, 1" offset="1289854840" size="176128" />
+		<layer id="1790" name="self.model.layers.8.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="11008, 32, 1" offset="1108711936" size="176128" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>11008</dim>
@@ -30703,7 +27600,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2049" name="Convert_166656" type="Convert" version="opset1">
+		<layer id="1791" name="Convert_73606" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -30720,7 +27617,7 @@
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 		</layer>
-		<layer id="2050" name="self.model.layers.8.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1792" name="self.model.layers.8.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -30742,8 +27639,8 @@
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 			</output>
 		</layer>
-		<layer id="2051" name="self.model.layers.8.mlp.gate_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="11008, 32, 1" offset="1290030968" size="704512" />
+		<layer id="1793" name="self.model.layers.8.mlp.gate_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="11008, 32, 1" offset="1108888064" size="704512" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>11008</dim>
@@ -30752,7 +27649,7 @@
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 			</output>
 		</layer>
-		<layer id="2052" name="self.model.layers.8.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1794" name="self.model.layers.8.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -30774,15 +27671,15 @@
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-		<layer id="2053" name="Constant_166661" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="276281944" size="16" />
+		<layer id="1795" name="Constant_73611" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="268208608" size="16" />
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 				<port id="0" precision="I64">
 					<dim>2</dim>
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 		</layer>
-		<layer id="2054" name="Reshape_166662" type="Reshape" version="opset1">
+		<layer id="1796" name="Reshape_73612" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -30801,7 +27698,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2055" name="self.model.layers.8.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1797" name="self.model.layers.8.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -30816,7 +27713,7 @@
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 			</output>
 		</layer>
-		<layer id="2056" name="__module.model.layers.8.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1798" name="__module.model.layers.8.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
@@ -30830,14 +27727,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1671,input.17">
+				<port id="2" precision="FP32" names="1480,input.17">
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 					<dim>-1</dim>
 					<dim>11008</dim>
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 		</layer>
-		<layer id="2057" name="__module.model.layers.8.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
+		<layer id="1799" name="__module.model.layers.8.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -30846,101 +27743,141 @@
 				</port>
 			</input>
 			<output>
-				<port id="1" precision="FP32" names="1672">
+				<port id="1" precision="FP32" names="1481">
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 					<dim>-1</dim>
 					<dim>11008</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2058" name="self.model.layers.8.mlp.up_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="11008, 4096" offset="1290735480" size="45088768" />
+		<layer id="1800" name="self.model.layers.8.mlp.up_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="11008, 32, 128" offset="1109592576" size="22544384" />
 			<output>
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-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2059" name="Convert_166644" type="Convert" version="opset1">
+		<layer id="1801" name="Convert_73593" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>11008</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>11008</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2060" name="self.model.layers.8.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="11008, 1" offset="1335824248" size="11008" />
+		<layer id="1802" name="self.model.layers.8.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="11008, 32, 1" offset="1132136960" size="176128" />
 			<output>
-				<port id="0" precision="U8">
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 					<dim>11008</dim>
+					<dim>32</dim>
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 				</port>
 			</output>
 		</layer>
-		<layer id="2061" name="Convert_166647" type="Convert" version="opset1">
+		<layer id="1803" name="Convert_73595" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>11008</dim>
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 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>11008</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2062" name="self.model.layers.8.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1804" name="self.model.layers.8.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>11008</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>11008</dim>
+					<dim>32</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>11008</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2063" name="self.model.layers.8.mlp.up_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="11008, 1" offset="1335835256" size="22016" />
+		<layer id="1805" name="self.model.layers.8.mlp.up_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="11008, 32, 1" offset="1132313088" size="704512" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>11008</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2064" name="self.model.layers.8.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1806" name="self.model.layers.8.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>11008</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>11008</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>11008</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1807" name="Constant_73600" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="268208608" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1808" name="Reshape_73601" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>11008</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>11008</dim>
@@ -30948,7 +27885,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2065" name="self.model.layers.8.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1809" name="self.model.layers.8.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -30963,7 +27900,7 @@
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 			</output>
 		</layer>
-		<layer id="2066" name="__module.model.layers.8.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1810" name="__module.model.layers.8.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30977,14 +27914,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1674">
+				<port id="2" precision="FP32" names="1483">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>11008</dim>
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 			</output>
 		</layer>
-		<layer id="2067" name="__module.model.layers.8.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="1811" name="__module.model.layers.8.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30999,15 +27936,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1675">
+				<port id="2" precision="FP32" names="1484">
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 					<dim>-1</dim>
 					<dim>11008</dim>
 				</port>
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 		</layer>
-		<layer id="2068" name="self.model.layers.8.mlp.down_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 86, 128" offset="1335857272" size="22544384" />
+		<layer id="1812" name="self.model.layers.8.mlp.down_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 86, 128" offset="1133017600" size="22544384" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -31016,7 +27953,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2069" name="Convert_166665" type="Convert" version="opset1">
+		<layer id="1813" name="Convert_73615" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -31033,8 +27970,8 @@
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 			</output>
 		</layer>
-		<layer id="2070" name="self.model.layers.8.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 86, 1" offset="1358401656" size="176128" />
+		<layer id="1814" name="self.model.layers.8.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 86, 1" offset="1155561984" size="176128" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -31043,7 +27980,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2071" name="Convert_166667" type="Convert" version="opset1">
+		<layer id="1815" name="Convert_73617" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -31060,7 +27997,7 @@
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 		</layer>
-		<layer id="2072" name="self.model.layers.8.mlp.down_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1816" name="self.model.layers.8.mlp.down_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -31082,8 +28019,8 @@
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-			<data element_type="f16" shape="4096, 86, 1" offset="1358577784" size="704512" />
+		<layer id="1817" name="self.model.layers.8.mlp.down_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 86, 1" offset="1155738112" size="704512" />
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 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -31092,7 +28029,7 @@
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 			</output>
 		</layer>
-		<layer id="2074" name="self.model.layers.8.mlp.down_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -31114,15 +28051,15 @@
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-		<layer id="2075" name="Constant_166672" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="344828776" size="16" />
+		<layer id="1819" name="Constant_73622" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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 				</port>
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-		<layer id="2076" name="Reshape_166673" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -31141,7 +28078,7 @@
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 		</layer>
-		<layer id="2077" name="self.model.layers.8.mlp.down_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1821" name="self.model.layers.8.mlp.down_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -31156,7 +28093,7 @@
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 		</layer>
-		<layer id="2078" name="__module.model.layers.8.mlp.down_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1822" name="__module.model.layers.8.mlp.down_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -31170,14 +28107,14 @@
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 			<output>
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@@ -31192,14 +28129,14 @@
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-		<layer id="2080" name="Constant_123060" type="Const" version="opset1">
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@@ -31209,7 +28146,7 @@
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 		</layer>
-		<layer id="2081" name="Constant_123058" type="Const" version="opset1">
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@@ -31219,7 +28156,7 @@
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 		</layer>
-		<layer id="2082" name="__module.model.layers.9.input_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="1826" name="__module.model.layers.9.input_layernorm/aten::pow/Power" type="Power" version="opset1">
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@@ -31234,22 +28171,22 @@
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-		<layer id="2083" name="Constant_4813" type="Const" version="opset1">
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-		<layer id="2084" name="__module.model.layers.9.input_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="1828" name="__module.model.layers.9.input_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
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@@ -31262,14 +28199,14 @@
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-		<layer id="2085" name="Constant_123059" type="Const" version="opset1">
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@@ -31279,7 +28216,7 @@
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 		</layer>
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+		<layer id="1830" name="__module.model.layers.9.input_layernorm/aten::add/Add" type="Add" version="opset1">
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@@ -31294,14 +28231,14 @@
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 			<output>
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-		<layer id="2087" name="__module.model.layers.9.input_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="1831" name="__module.model.layers.9.input_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
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@@ -31317,7 +28254,7 @@
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 		</layer>
-		<layer id="2088" name="__module.model.layers.9.input_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="1832" name="__module.model.layers.9.input_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -31332,14 +28269,14 @@
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 			<output>
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+		<layer id="1833" name="__module.model.layers.9.input_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -31354,14 +28291,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="1503,1504,hidden_states.237,hidden_states.239">
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 					<dim>-1</dim>
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-		<layer id="2090" name="__module.model.layers.9.input_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1834" name="__module.model.layers.9.input_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -31376,101 +28313,141 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>4096</dim>
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+					<dim>32</dim>
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 		</layer>
-		<layer id="2092" name="Convert_167832" type="Convert" version="opset1">
+		<layer id="1836" name="Convert_74781" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
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+				<port id="0" precision="U4">
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+					<dim>32</dim>
+					<dim>128</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 		</layer>
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-			<data element_type="u8" shape="4096, 1" offset="1376059512" size="4096" />
+		<layer id="1837" name="self.model.layers.9.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="1164831232" size="65536" />
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 					<dim>4096</dim>
+					<dim>32</dim>
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 		</layer>
-		<layer id="2094" name="Convert_167835" type="Convert" version="opset1">
+		<layer id="1838" name="Convert_74783" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="2095" name="self.model.layers.9.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1839" name="self.model.layers.9.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
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+					<dim>32</dim>
+					<dim>128</dim>
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-			<data element_type="f16" shape="4096, 1" offset="1376063608" size="8192" />
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
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 		</layer>
-		<layer id="2097" name="self.model.layers.9.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1841" name="self.model.layers.9.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
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 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
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+			<output>
+				<port id="2" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1842" name="Constant_74788" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="218617904" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
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+			</output>
+		</layer>
+		<layer id="1843" name="Reshape_74789" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			<output>
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 					<dim>4096</dim>
@@ -31478,7 +28455,7 @@
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-		<layer id="2098" name="self.model.layers.9.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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 			<data destination_type="f32" />
 			<input>
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@@ -31493,7 +28470,7 @@
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-		<layer id="2099" name="__module.model.layers.9.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1845" name="__module.model.layers.9.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -31507,14 +28484,14 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>4096</dim>
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-		<layer id="2100" name="Constant_130304" type="Const" version="opset1">
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@@ -31522,7 +28499,7 @@
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-		<layer id="2101" name="__module.model.layers.9.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="1847" name="__module.model.layers.9.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
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@@ -31535,7 +28512,7 @@
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 			<output>
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+				<port id="2" precision="FP32" names="1528">
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -31543,7 +28520,7 @@
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-		<layer id="2102" name="__module.model.layers.9.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
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@@ -31551,7 +28528,7 @@
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 		</layer>
-		<layer id="2103" name="__module.model.layers.9.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="1849" name="__module.model.layers.9.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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@@ -31564,7 +28541,7 @@
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 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -31572,7 +28549,7 @@
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-		<layer id="2104" name="__module.model.layers.9.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
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@@ -31597,13 +28574,13 @@
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-		<layer id="2106" name="Constant_160666" type="Const" version="opset1">
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-		<layer id="2107" name="Constant_160659" type="Const" version="opset1">
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@@ -31611,7 +28588,7 @@
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-		<layer id="2108" name="Constant_160661" type="Const" version="opset1">
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@@ -31619,7 +28596,7 @@
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-		<layer id="2109" name="Constant_160663" type="Const" version="opset1">
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@@ -31627,7 +28604,7 @@
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-		<layer id="2110" name="Concat_160664" type="Concat" version="opset1">
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@@ -31649,7 +28626,7 @@
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-		<layer id="2111" name="Broadcast_160667" type="Broadcast" version="opset3">
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 			<input>
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@@ -31666,7 +28643,7 @@
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-		<layer id="2112" name="ReadValue_155454" type="ReadValue" version="opset6">
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@@ -31685,13 +28662,13 @@
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-		<layer id="2114" name="Gather_150260" type="Gather" version="opset8">
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@@ -31714,8 +28691,8 @@
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+		<layer id="1861" name="self.model.layers.9.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="1165158912" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -31724,7 +28701,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2116" name="Convert_167842" type="Convert" version="opset1">
+		<layer id="1862" name="Convert_74792" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -31741,8 +28718,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2117" name="self.model.layers.9.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 1" offset="1384460408" size="65536" />
+		<layer id="1863" name="self.model.layers.9.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="1173547520" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -31751,7 +28728,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2118" name="Convert_167844" type="Convert" version="opset1">
+		<layer id="1864" name="Convert_74794" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -31768,7 +28745,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2119" name="self.model.layers.9.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1865" name="self.model.layers.9.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -31790,8 +28767,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2120" name="self.model.layers.9.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="1384525944" size="262144" />
+		<layer id="1866" name="self.model.layers.9.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="1173613056" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -31800,7 +28777,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2121" name="self.model.layers.9.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1867" name="self.model.layers.9.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -31822,7 +28799,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2122" name="Constant_167849" type="Const" version="opset1">
+		<layer id="1868" name="Constant_74799" type="Const" version="opset1">
 			<data element_type="i64" shape="2" offset="218617904" size="16" />
 			<output>
 				<port id="0" precision="I64">
@@ -31830,7 +28807,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2123" name="Reshape_167850" type="Reshape" version="opset1">
+		<layer id="1869" name="Reshape_74800" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -31849,7 +28826,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2124" name="self.model.layers.9.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1870" name="self.model.layers.9.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -31864,7 +28841,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2125" name="__module.model.layers.9.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1871" name="__module.model.layers.9.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -31878,14 +28855,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1710,key_states.23">
+				<port id="2" precision="FP32" names="1518,key_states.23">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2126" name="Constant_130303" type="Const" version="opset1">
+		<layer id="1872" name="Constant_40375" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="218617920" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -31893,7 +28870,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2127" name="__module.model.layers.9.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="1873" name="__module.model.layers.9.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -31906,7 +28883,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1717">
+				<port id="2" precision="FP32" names="1525">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -31914,7 +28891,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2128" name="__module.model.layers.9.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="1874" name="__module.model.layers.9.self_attn/aten::transpose/Constant_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -31922,7 +28899,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2129" name="__module.model.layers.9.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="1875" name="__module.model.layers.9.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -31935,7 +28912,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1718,k.19">
+				<port id="2" precision="FP32" names="1526,k.19">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -31943,142 +28920,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2130" name="__module.model.layers.9.self_attn.rotary_emb/aten::to/Convert" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 64, 1" offset="218617968" size="256" />
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-				<port id="0" precision="FP32" names="1726">
-					<dim>1</dim>
-					<dim>64</dim>
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2131" name="__module.model.layers.9.self_attn.rotary_emb/aten::expand/Broadcast" type="Broadcast" version="opset3">
-			<data mode="bidirectional" />
-			<input>
-				<port id="0" precision="FP32">
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-					<dim>64</dim>
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-				<port id="1" precision="I64">
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-			<output>
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-					<dim>64</dim>
-					<dim>1</dim>
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-			</output>
-		</layer>
-		<layer id="2132" name="__module.model.layers.9.self_attn.rotary_emb/aten::matmul/MatMul" type="MatMul" version="opset1">
-			<data transpose_a="false" transpose_b="false" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>64</dim>
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-					<dim>-1</dim>
-				</port>
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-		</layer>
-		<layer id="2133" name="__module.model.layers.9.self_attn.rotary_emb/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
-			<data element_type="i32" shape="3" offset="218618232" size="12" />
-			<output>
-				<port id="0" precision="I32">
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-			</output>
-		</layer>
-		<layer id="2134" name="__module.model.layers.9.self_attn.rotary_emb/aten::transpose/Transpose" type="Transpose" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>64</dim>
-					<dim>-1</dim>
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-				<port id="1" precision="I32">
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-			</input>
-			<output>
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-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>64</dim>
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-			</output>
-		</layer>
-		<layer id="2135" name="__module.model.layers.9.self_attn.rotary_emb/aten::cat/Concat" type="Concat" version="opset1">
-			<data axis="-1" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>64</dim>
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-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>64</dim>
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-			<output>
-				<port id="2" precision="FP32" names="1739,emb.19">
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-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2136" name="__module.model.layers.9.self_attn.rotary_emb/aten::cos/Cos" type="Cos" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			<output>
-				<port id="1" precision="FP32" names="1740,1742,1745,cos.55,cos.57">
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-					<dim>-1</dim>
-					<dim>128</dim>
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-		</layer>
-		<layer id="2137" name="__module.model.layers.9.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64" />
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-			<output>
-				<port id="2" precision="FP32" names="1747,cos.59">
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-					<dim>1</dim>
-					<dim>-1</dim>
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-			</output>
-		</layer>
-		<layer id="2138" name="__module.model.layers.9.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="1876" name="__module.model.layers.9.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -32095,7 +28937,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1765">
+				<port id="2" precision="FP32" names="1548">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -32103,144 +28945,31 @@
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 			</output>
 		</layer>
-		<layer id="2139" name="Constant_107931" type="Const" version="opset1">
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-		<layer id="2140" name="Constant_107930" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="1877" name="Constant_8230" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 			</output>
 		</layer>
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-			<data output_type="i64" />
-			<input>
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-		<layer id="2142" name="__module.model.layers.9.self_attn/aten::size/Constant_5" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I32" />
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-		<layer id="2143" name="__module.model.layers.9.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
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-			<input>
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-				<port id="1" precision="I64" />
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-			<output>
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-		<layer id="2144" name="__module.model.layers.9.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
-			<data auto_broadcast="numpy" m_pythondiv="true" />
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-				<port id="1" precision="I64" />
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-		<layer id="2145" name="__module.model.layers.9.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
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-				<port id="0" precision="I64" />
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-			<output>
-				<port id="1" precision="I64" names="1768,1769,1773,1774" />
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-		<layer id="2146" name="Constant_127746" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618224" size="8" />
+		<layer id="1878" name="Constant_8232" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618252" size="8" />
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 				<port id="0" precision="I64">
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-		<layer id="2148" name="Constant_107929" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="1879" name="Constant_8234" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1880" name="__module.model.layers.9.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -32249,17 +28978,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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+					<dim>1</dim>
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 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			<output>
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+				<port id="5" precision="FP32" names="1558,x2.39">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -32267,8 +28999,8 @@
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 			</output>
 		</layer>
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+		<layer id="1881" name="Constant_36969" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -32278,7 +29010,7 @@
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 			</output>
 		</layer>
-		<layer id="2154" name="__module.model.layers.9.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1882" name="__module.model.layers.9.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
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@@ -32295,7 +29027,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1559">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -32303,24 +29035,31 @@
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 		</layer>
-		<layer id="2155" name="Constant_107983" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="1883" name="Constant_8127" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 		</layer>
-		<layer id="2156" name="Constant_107988" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
+		<layer id="1884" name="Constant_8171" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1885" name="Constant_8173" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
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 		</layer>
-		<layer id="2157" name="__module.model.layers.9.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1886" name="__module.model.layers.9.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -32329,17 +29068,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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+					<dim>1</dim>
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
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 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="1553">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -32347,7 +29089,7 @@
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 			</output>
 		</layer>
-		<layer id="2158" name="__module.model.layers.9.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="1887" name="__module.model.layers.9.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
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@@ -32364,7 +29106,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1561">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -32372,42 +29114,58 @@
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 			</output>
 		</layer>
-		<layer id="2159" name="__module.model.layers.9.self_attn.rotary_emb/aten::sin/Sin" type="Sin" version="opset1">
+		<layer id="1888" name="__module.model.layers.9.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</input>
 			<output>
-				<port id="1" precision="FP32" names="1741,1743,1746,sin.55,sin.57">
+				<port id="2" precision="FP32" names="1562">
 					<dim>-1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2160" name="__module.model.layers.9.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="1889" name="__module.model.layers.9.self_attn/aten::add/Add_1" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1748,sin.59">
+				<port id="2" precision="FP32" names="1563">
 					<dim>-1</dim>
-					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2161" name="__module.model.layers.9.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
+		<layer id="1890" name="__module.model.layers.9.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -32417,13 +29175,13 @@
 				</port>
 				<port id="1" precision="FP32">
 					<dim>-1</dim>
-					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1779">
+				<port id="2" precision="FP32" names="present.9.key">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -32431,24 +29189,87 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2162" name="__module.model.layers.9.self_attn/aten::add/Add_1" type="Add" version="opset1">
-			<data auto_broadcast="numpy" />
+		<layer id="1902" name="Constant_52486" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="FP32" />
+			</output>
+		</layer>
+		<layer id="1903" name="Constant_52479" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1904" name="Constant_52481" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1905" name="Constant_52483" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1906" name="Concat_52484" type="Concat" version="opset1">
+			<data axis="0" />
 			<input>
-				<port id="0" precision="FP32">
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="2" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="3" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="4" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1907" name="Broadcast_52487" type="Broadcast" version="opset3">
+			<data mode="numpy" />
+			<input>
+				<port id="0" precision="FP32" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32">
 					<dim>-1</dim>
 					<dim>32</dim>
-					<dim>-1</dim>
+					<dim>0</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="FP32">
+			</output>
+		</layer>
+		<layer id="1908" name="ReadValue_49936" type="ReadValue" version="opset6">
+			<data variable_id="past_key_values.31.valuepresent.31.value" variable_type="f32" variable_shape="?,32,?,128" />
+			<input>
+				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>32</dim>
-					<dim>-1</dim>
+					<dim>0</dim>
 					<dim>128</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1780">
+				<port id="1" precision="FP32" names="past_key_values.31.value">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -32456,8 +29277,14 @@
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 			</output>
 		</layer>
-		<layer id="2163" name="__module.model.layers.9.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
-			<data axis="-2" />
+		<layer id="1909" name="Constant_47562" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="1910" name="Gather_47563" type="Gather" version="opset8">
+			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -32465,15 +29292,13 @@
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>32</dim>
+				<port id="1" precision="I32">
 					<dim>-1</dim>
-					<dim>128</dim>
 				</port>
+				<port id="2" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="present.9.key">
+				<port id="3" precision="FP32">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -32481,8 +29306,8 @@
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 			</output>
 		</layer>
-		<layer id="2175" name="Constant_123281" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 4096" offset="1384788088" size="16384" />
+		<layer id="1911" name="Constant_37187" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 4096" offset="1173875200" size="16384" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -32491,8 +29316,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2176" name="self.model.layers.9.self_attn.q_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 128" offset="1384804472" size="8388608" />
+		<layer id="1912" name="self.model.layers.9.self_attn.q_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="1173891584" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -32501,7 +29326,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2177" name="Convert_167853" type="Convert" version="opset1">
+		<layer id="1913" name="Convert_74803" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -32518,8 +29343,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2178" name="self.model.layers.9.self_attn.q_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 1" offset="1393193080" size="65536" />
+		<layer id="1914" name="self.model.layers.9.self_attn.q_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="1182280192" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -32528,7 +29353,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2179" name="Convert_167855" type="Convert" version="opset1">
+		<layer id="1915" name="Convert_74805" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -32545,7 +29370,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2180" name="self.model.layers.9.self_attn.q_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1916" name="self.model.layers.9.self_attn.q_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -32567,8 +29392,8 @@
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 			</output>
 		</layer>
-		<layer id="2181" name="self.model.layers.9.self_attn.q_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="1393258616" size="262144" />
+		<layer id="1917" name="self.model.layers.9.self_attn.q_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="1182345728" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -32577,7 +29402,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2182" name="self.model.layers.9.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1918" name="self.model.layers.9.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -32599,7 +29424,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2183" name="Constant_167860" type="Const" version="opset1">
+		<layer id="1919" name="Constant_74810" type="Const" version="opset1">
 			<data element_type="i64" shape="2" offset="218617904" size="16" />
 			<output>
 				<port id="0" precision="I64">
@@ -32607,7 +29432,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2184" name="Reshape_167861" type="Reshape" version="opset1">
+		<layer id="1920" name="Reshape_74811" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -32626,7 +29451,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2185" name="self.model.layers.9.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1921" name="self.model.layers.9.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -32641,7 +29466,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2186" name="__module.model.layers.9.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1922" name="__module.model.layers.9.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -32655,14 +29480,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1708,query_states.19">
+				<port id="2" precision="FP32" names="1516,query_states.19">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2187" name="Constant_130302" type="Const" version="opset1">
+		<layer id="1923" name="Constant_40374" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="218617920" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -32670,7 +29495,7 @@
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 			</output>
 		</layer>
-		<layer id="2188" name="__module.model.layers.9.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
+		<layer id="1924" name="__module.model.layers.9.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -32683,7 +29508,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1714">
+				<port id="2" precision="FP32" names="1522">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -32691,7 +29516,7 @@
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 			</output>
 		</layer>
-		<layer id="2189" name="__module.model.layers.9.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
+		<layer id="1925" name="__module.model.layers.9.self_attn/aten::transpose/Constant" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -32699,7 +29524,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2190" name="__module.model.layers.9.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
+		<layer id="1926" name="__module.model.layers.9.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -32712,7 +29537,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1715,q.19">
+				<port id="2" precision="FP32" names="1523,q.19">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -32720,7 +29545,7 @@
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 			</output>
 		</layer>
-		<layer id="2191" name="__module.model.layers.9.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="1927" name="__module.model.layers.9.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -32737,7 +29562,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1749">
+				<port id="2" precision="FP32" names="1532">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -32745,144 +29570,31 @@
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 		</layer>
-		<layer id="2192" name="Constant_107831" type="Const" version="opset1">
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-				<port id="0" precision="I64">
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-			<data element_type="i64" shape="1" offset="218618224" size="8" />
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-		<layer id="2201" name="Constant_107829" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="1930" name="Constant_8091" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1931" name="__module.model.layers.9.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
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@@ -32891,17 +29603,20 @@
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 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -32909,8 +29624,8 @@
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-			<data element_type="f32" shape="1, 1, 1, 1" offset="218618356" size="4" />
+		<layer id="1932" name="Constant_36968" type="Const" version="opset1">
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 					<dim>1</dim>
@@ -32920,7 +29635,7 @@
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 			</output>
 		</layer>
-		<layer id="2207" name="__module.model.layers.9.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="1933" name="__module.model.layers.9.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -32937,7 +29652,7 @@
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 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -32945,24 +29660,31 @@
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 			</output>
 		</layer>
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-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="1934" name="Constant_7984" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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 		</layer>
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-			<data element_type="i64" shape="4" offset="218618324" size="32" />
+		<layer id="1935" name="Constant_8028" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1936" name="Constant_8030" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1937" name="__module.model.layers.9.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -32971,17 +29693,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="1537">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -32989,7 +29714,7 @@
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 			</output>
 		</layer>
-		<layer id="2211" name="__module.model.layers.9.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="1938" name="__module.model.layers.9.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -33006,7 +29731,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1545">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -33014,7 +29739,7 @@
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 			</output>
 		</layer>
-		<layer id="2212" name="__module.model.layers.9.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1939" name="__module.model.layers.9.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -33031,7 +29756,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1763">
+				<port id="2" precision="FP32" names="1546">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -33039,7 +29764,7 @@
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 			</output>
 		</layer>
-		<layer id="2213" name="__module.model.layers.9.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="1940" name="__module.model.layers.9.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -33056,7 +29781,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1764">
+				<port id="2" precision="FP32" names="1547">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -33064,31 +29789,15 @@
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 			</output>
 		</layer>
-		<layer id="2214" name="Constant_108033" type="Const" version="opset1">
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-		<layer id="2215" name="Constant_108034" type="Const" version="opset1">
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-				<port id="0" precision="I64">
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-		<layer id="2216" name="Constant_108030" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="1941" name="Constant_8298" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2217" name="ShapeOf_128552" type="ShapeOf" version="opset3">
+		<layer id="1942" name="ShapeOf_38668" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -33104,21 +29813,21 @@
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 			</output>
 		</layer>
-		<layer id="2218" name="Constant_128553" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618284" size="8" />
+		<layer id="1943" name="Constant_38669" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="236050872" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2219" name="Constant_128554" type="Const" version="opset1">
+		<layer id="1944" name="Constant_38670" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2220" name="Gather_128555" type="Gather" version="opset8">
+		<layer id="1945" name="Gather_38671" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -33135,7 +29844,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2221" name="ShapeOf_128556" type="ShapeOf" version="opset3">
+		<layer id="1946" name="ShapeOf_38672" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -33151,21 +29860,21 @@
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 			</output>
 		</layer>
-		<layer id="2222" name="Constant_128557" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618284" size="8" />
+		<layer id="1947" name="Constant_38673" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="236050872" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2223" name="Constant_128558" type="Const" version="opset1">
+		<layer id="1948" name="Constant_38674" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2224" name="Gather_128559" type="Gather" version="opset8">
+		<layer id="1949" name="Gather_38675" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -33182,7 +29891,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2225" name="Add_128560" type="Add" version="opset1">
+		<layer id="1950" name="Add_38676" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I64">
@@ -33193,23 +29902,26 @@
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 			</input>
 			<output>
-				<port id="2" precision="I64" names="1785">
+				<port id="2" precision="I64" names="1568">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2226" name="Constant_108029" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="1951" name="Constant_8301" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
-				<port id="0" precision="I32">
+				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2227" name="ScatterUpdate_108035" type="ScatterUpdate" version="opset3">
+		<layer id="1952" name="__module.model.layers.9.self_attn/aten::slice/Slice_7" type="Slice" version="opset8">
 			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>-1</dim>
 				</port>
 				<port id="1" precision="I64">
 					<dim>1</dim>
@@ -33217,45 +29929,15 @@
 				<port id="2" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="3" precision="I32">
+				<port id="3" precision="I64">
 					<dim>1</dim>
 				</port>
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-			<output>
 				<port id="4" precision="I64">
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-		<layer id="2228" name="Constant_108038" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		<layer id="2229" name="__module.model.layers.9.self_attn/aten::slice/Slice_7" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
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-				<port id="0" precision="FP32">
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 					<dim>1</dim>
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-				<port id="2" precision="I64">
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-				<port id="3" precision="I64">
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 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="1789">
+				<port id="5" precision="FP32" names="1572">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
@@ -33263,7 +29945,7 @@
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 			</output>
 		</layer>
-		<layer id="2230" name="__module.model.layers.9.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="1953" name="__module.model.layers.9.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -33292,7 +29974,7 @@
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 			</input>
 			<output>
-				<port id="4" precision="FP32" names="1790,attn_output.37">
+				<port id="4" precision="FP32" names="1573,attn_output.37">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -33300,7 +29982,7 @@
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@@ -33308,7 +29990,7 @@
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@@ -33344,21 +30026,21 @@
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@@ -33375,7 +30057,15 @@
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+		<layer id="1960" name="Constant_8375" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="209901604" size="8" />
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 			<input>
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@@ -33386,12 +30076,12 @@
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@@ -33405,15 +30095,15 @@
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@@ -33422,7 +30112,7 @@
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 		</layer>
-		<layer id="2240" name="Convert_167864" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -33439,8 +30129,8 @@
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-			<data element_type="u4" shape="4096, 32, 1" offset="1401909368" size="65536" />
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 				<port id="0" precision="U4">
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@@ -33449,7 +30139,7 @@
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-		<layer id="2242" name="Convert_167866" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -33466,7 +30156,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -33488,8 +30178,8 @@
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-			<data element_type="f16" shape="4096, 32, 1" offset="1401974904" size="262144" />
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@@ -33498,7 +30188,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -33520,7 +30210,7 @@
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-		<layer id="2246" name="Constant_167871" type="Const" version="opset1">
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 			<data element_type="i64" shape="2" offset="218617904" size="16" />
 			<output>
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@@ -33528,7 +30218,7 @@
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 		</layer>
-		<layer id="2247" name="Reshape_167872" type="Reshape" version="opset1">
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 			<input>
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@@ -33547,7 +30237,7 @@
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 			<data destination_type="f32" />
 			<input>
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@@ -33562,13 +30252,13 @@
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 			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
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 				<port id="1" precision="FP32">
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@@ -33576,14 +30266,14 @@
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 					<dim>-1</dim>
 					<dim>4096</dim>
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-		<layer id="2250" name="__module.model.layers.9/aten::add/Add" type="Add" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
@@ -33598,15 +30288,15 @@
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 					<dim>-1</dim>
 					<dim>4096</dim>
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+		<layer id="1975" name="Constant_36973" type="Const" version="opset1">
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@@ -33615,7 +30305,7 @@
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-		<layer id="2252" name="Constant_123066" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="209901596" size="4" />
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@@ -33625,7 +30315,7 @@
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-		<layer id="2253" name="Constant_123064" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="209901600" size="4" />
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@@ -33635,7 +30325,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -33650,22 +30340,22 @@
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 					<dim>4096</dim>
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-		<layer id="2255" name="Constant_5235" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="209901604" size="8" />
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-		<layer id="2256" name="__module.model.layers.9.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
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 			<data keep_dims="true" />
 			<input>
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@@ -33678,14 +30368,14 @@
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 			<output>
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-		<layer id="2257" name="Constant_123065" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="209901612" size="4" />
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@@ -33695,7 +30385,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -33710,14 +30400,14 @@
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 			<input>
 				<port id="0" precision="FP32">
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@@ -33733,7 +30423,7 @@
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -33748,14 +30438,14 @@
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 			<data auto_broadcast="numpy" />
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@@ -33770,14 +30460,14 @@
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@@ -33792,15 +30482,15 @@
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@@ -33809,7 +30499,7 @@
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 			<input>
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@@ -33826,8 +30516,8 @@
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@@ -33836,7 +30526,7 @@
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@@ -34121,7 +30811,7 @@
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@@ -34537,14 +31227,14 @@
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 		</layer>
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+		<layer id="2034" name="__module.model.layers.10.input_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -34559,15 +31249,15 @@
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 					<dim>-1</dim>
 					<dim>4096</dim>
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+		<layer id="2035" name="self.model.layers.10.self_attn.q_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="1261632000" size="8388608" />
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 					<dim>4096</dim>
@@ -34576,7 +31266,7 @@
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 			</output>
 		</layer>
-		<layer id="2312" name="Convert_167897" type="Convert" version="opset1">
+		<layer id="2036" name="Convert_74847" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -34593,8 +31283,8 @@
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="4096, 32, 1" offset="1480933496" size="65536" />
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+			<data element_type="u4" shape="4096, 32, 1" offset="1270020608" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -34603,7 +31293,7 @@
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 			</output>
 		</layer>
-		<layer id="2314" name="Convert_167899" type="Convert" version="opset1">
+		<layer id="2038" name="Convert_74849" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -34620,7 +31310,7 @@
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 			</output>
 		</layer>
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+		<layer id="2039" name="self.model.layers.10.self_attn.q_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -34642,8 +31332,8 @@
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 		</layer>
-		<layer id="2316" name="self.model.layers.10.self_attn.q_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="1480999032" size="262144" />
+		<layer id="2040" name="self.model.layers.10.self_attn.q_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="1270086144" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -34652,7 +31342,7 @@
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 			</output>
 		</layer>
-		<layer id="2317" name="self.model.layers.10.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2041" name="self.model.layers.10.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -34674,7 +31364,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2318" name="Constant_167904" type="Const" version="opset1">
+		<layer id="2042" name="Constant_74854" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
@@ -34682,7 +31372,7 @@
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 			</output>
 		</layer>
-		<layer id="2319" name="Reshape_167905" type="Reshape" version="opset1">
+		<layer id="2043" name="Reshape_74855" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -34701,7 +31391,7 @@
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 			</output>
 		</layer>
-		<layer id="2320" name="self.model.layers.10.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2044" name="self.model.layers.10.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -34716,7 +31406,7 @@
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 			</output>
 		</layer>
-		<layer id="2321" name="__module.model.layers.10.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2045" name="__module.model.layers.10.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
@@ -34730,14 +31420,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1638,query_states.21">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2322" name="Constant_130305" type="Const" version="opset1">
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 			<data element_type="i64" shape="4" offset="218617920" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -34745,7 +31435,7 @@
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 			</output>
 		</layer>
-		<layer id="2323" name="__module.model.layers.10.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
+		<layer id="2047" name="__module.model.layers.10.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -34758,7 +31448,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1644">
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -34766,7 +31456,7 @@
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 			</output>
 		</layer>
-		<layer id="2324" name="__module.model.layers.10.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
+		<layer id="2048" name="__module.model.layers.10.self_attn/aten::transpose/Constant" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -34774,7 +31464,7 @@
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 			</output>
 		</layer>
-		<layer id="2325" name="__module.model.layers.10.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -34787,7 +31477,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1645,q.21">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -34795,142 +31485,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
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@@ -34947,7 +31502,7 @@
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 					<dim>32</dim>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -35119,8 +31564,8 @@
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-			<data element_type="f32" shape="1, 1, 1, 1" offset="218618356" size="4" />
+		<layer id="2055" name="Constant_36978" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -35130,7 +31575,7 @@
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 		</layer>
-		<layer id="2350" name="__module.model.layers.10.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="2056" name="__module.model.layers.10.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -35147,7 +31592,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1665">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -35155,24 +31600,31 @@
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 		</layer>
-		<layer id="2351" name="Constant_108095" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="2057" name="Constant_8764" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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 		</layer>
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-			<data element_type="i64" shape="4" offset="218618324" size="32" />
+		<layer id="2058" name="Constant_8808" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2059" name="Constant_8810" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
+			<output>
+				<port id="0" precision="I64">
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+		<layer id="2060" name="__module.model.layers.10.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -35181,17 +31633,20 @@
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 				</port>
 				<port id="1" precision="I64">
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+				<port id="4" precision="I64">
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 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -35199,7 +31654,7 @@
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 		</layer>
-		<layer id="2354" name="__module.model.layers.10.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="2061" name="__module.model.layers.10.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -35216,7 +31671,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1667">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -35224,41 +31679,7 @@
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 			</output>
 		</layer>
-		<layer id="2355" name="__module.model.layers.10.self_attn.rotary_emb/aten::sin/Sin" type="Sin" version="opset1">
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-					<dim>-1</dim>
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-					<dim>-1</dim>
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-		<layer id="2356" name="__module.model.layers.10.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
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-					<dim>-1</dim>
-					<dim>128</dim>
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-					<dim>128</dim>
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-		<layer id="2357" name="__module.model.layers.10.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2062" name="__module.model.layers.10.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -35275,7 +31696,7 @@
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 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -35283,7 +31704,7 @@
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 			</output>
 		</layer>
-		<layer id="2358" name="__module.model.layers.10.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="2063" name="__module.model.layers.10.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -35300,7 +31721,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1669">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -35308,13 +31729,13 @@
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 			</output>
 		</layer>
-		<layer id="2359" name="Constant_160679" type="Const" version="opset1">
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 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="2360" name="Constant_160672" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -35322,7 +31743,7 @@
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 			</output>
 		</layer>
-		<layer id="2361" name="Constant_160674" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -35330,7 +31751,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2362" name="Constant_160676" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -35338,7 +31759,7 @@
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 			</output>
 		</layer>
-		<layer id="2363" name="Concat_160677" type="Concat" version="opset1">
+		<layer id="2068" name="Concat_52496" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -35360,7 +31781,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2364" name="Broadcast_160680" type="Broadcast" version="opset3">
+		<layer id="2069" name="Broadcast_52499" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -35377,7 +31798,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2365" name="ReadValue_155338" type="ReadValue" version="opset6">
+		<layer id="2070" name="ReadValue_49842" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.10.keypresent.10.key" variable_type="f32" variable_shape="?,32,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -35396,13 +31817,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2366" name="Constant_150265" type="Const" version="opset1">
+		<layer id="2071" name="Constant_47433" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2367" name="Gather_150266" type="Gather" version="opset8">
+		<layer id="2072" name="Gather_47434" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -35425,8 +31846,8 @@
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="4096, 32, 128" offset="1481261176" size="8388608" />
+		<layer id="2073" name="self.model.layers.10.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="1270348288" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -35435,7 +31856,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2369" name="Convert_167875" type="Convert" version="opset1">
+		<layer id="2074" name="Convert_74825" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -35452,8 +31873,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2370" name="self.model.layers.10.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 1" offset="1489649784" size="65536" />
+		<layer id="2075" name="self.model.layers.10.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="1278736896" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -35462,7 +31883,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2371" name="Convert_167877" type="Convert" version="opset1">
+		<layer id="2076" name="Convert_74827" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -35479,7 +31900,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -35501,8 +31922,8 @@
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 			</output>
 		</layer>
-		<layer id="2373" name="self.model.layers.10.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="1489715320" size="262144" />
+		<layer id="2078" name="self.model.layers.10.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="1278802432" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -35511,7 +31932,7 @@
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 			</output>
 		</layer>
-		<layer id="2374" name="self.model.layers.10.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2079" name="self.model.layers.10.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -35533,7 +31954,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2375" name="Constant_167882" type="Const" version="opset1">
+		<layer id="2080" name="Constant_74832" type="Const" version="opset1">
 			<data element_type="i64" shape="2" offset="218617904" size="16" />
 			<output>
 				<port id="0" precision="I64">
@@ -35541,7 +31962,7 @@
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 			</output>
 		</layer>
-		<layer id="2376" name="Reshape_167883" type="Reshape" version="opset1">
+		<layer id="2081" name="Reshape_74833" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -35560,7 +31981,7 @@
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 			</output>
 		</layer>
-		<layer id="2377" name="self.model.layers.10.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2082" name="self.model.layers.10.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -35575,7 +31996,7 @@
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 			</output>
 		</layer>
-		<layer id="2378" name="__module.model.layers.10.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2083" name="__module.model.layers.10.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -35589,14 +32010,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1640,key_states.25">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2379" name="Constant_130306" type="Const" version="opset1">
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 			<data element_type="i64" shape="4" offset="218617920" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -35604,7 +32025,7 @@
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 			</output>
 		</layer>
-		<layer id="2380" name="__module.model.layers.10.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="2085" name="__module.model.layers.10.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -35617,7 +32038,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1647">
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -35625,7 +32046,7 @@
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 		</layer>
-		<layer id="2381" name="__module.model.layers.10.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="2086" name="__module.model.layers.10.self_attn/aten::transpose/Constant_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
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 				<port id="0" precision="I32">
@@ -35633,7 +32054,7 @@
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 		</layer>
-		<layer id="2382" name="__module.model.layers.10.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="2087" name="__module.model.layers.10.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -35646,7 +32067,7 @@
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 			<output>
-				<port id="2" precision="FP32" names="1866,k.21">
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -35654,7 +32075,7 @@
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 		</layer>
-		<layer id="2383" name="__module.model.layers.10.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="2088" name="__module.model.layers.10.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -35671,7 +32092,7 @@
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 			<output>
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+				<port id="2" precision="FP32" names="1670">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -35679,76 +32100,23 @@
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-		<layer id="2384" name="Constant_108143" type="Const" version="opset1">
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-		<layer id="2385" name="Constant_108142" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="2089" name="Constant_9010" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
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-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="2090" name="Constant_9012" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618252" size="8" />
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-				<port id="0" precision="I32" />
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-		</layer>
-		<layer id="2388" name="__module.model.layers.10.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
 				<port id="0" precision="I64">
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-				<port id="1" precision="I64" />
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-		<layer id="2390" name="__module.model.layers.10.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
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 			</output>
 		</layer>
-		<layer id="2391" name="Constant_127750" type="Const" version="opset1">
+		<layer id="2091" name="Constant_9014" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="218618224" size="8" />
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@@ -35756,67 +32124,7 @@
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 			</output>
 		</layer>
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-		<layer id="2395" name="Constant_108147" type="Const" version="opset1">
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-		<layer id="2396" name="Constant_108150" type="Const" version="opset1">
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2092" name="__module.model.layers.10.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -35825,17 +32133,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -35843,8 +32154,8 @@
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 			</output>
 		</layer>
-		<layer id="2398" name="Constant_123073" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="218618356" size="4" />
+		<layer id="2093" name="Constant_36979" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="218618268" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -35854,7 +32165,7 @@
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 			</output>
 		</layer>
-		<layer id="2399" name="__module.model.layers.10.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2094" name="__module.model.layers.10.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -35871,7 +32182,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1681">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -35879,24 +32190,31 @@
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 			</output>
 		</layer>
-		<layer id="2400" name="Constant_108195" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="2095" name="Constant_8907" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
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+					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="2401" name="Constant_108200" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
+		<layer id="2096" name="Constant_8951" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2097" name="Constant_8953" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2402" name="__module.model.layers.10.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2098" name="__module.model.layers.10.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -35905,17 +32223,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="1675">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -35923,7 +32244,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2403" name="__module.model.layers.10.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="2099" name="__module.model.layers.10.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -35940,7 +32261,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1926">
+				<port id="2" precision="FP32" names="1683">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -35948,7 +32269,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2404" name="__module.model.layers.10.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="2100" name="__module.model.layers.10.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -35965,7 +32286,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1927">
+				<port id="2" precision="FP32" names="1684">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -35973,7 +32294,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2405" name="__module.model.layers.10.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="2101" name="__module.model.layers.10.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -35990,7 +32311,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1928">
+				<port id="2" precision="FP32" names="1685">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -35998,7 +32319,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2406" name="__module.model.layers.10.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="2102" name="__module.model.layers.10.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -36023,13 +32344,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2407" name="Constant_160692" type="Const" version="opset1">
+		<layer id="2103" name="Constant_52510" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="2408" name="Constant_160685" type="Const" version="opset1">
+		<layer id="2104" name="Constant_52503" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -36037,7 +32358,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2409" name="Constant_160687" type="Const" version="opset1">
+		<layer id="2105" name="Constant_52505" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -36045,7 +32366,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2410" name="Constant_160689" type="Const" version="opset1">
+		<layer id="2106" name="Constant_52507" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -36053,7 +32374,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2411" name="Concat_160690" type="Concat" version="opset1">
+		<layer id="2107" name="Concat_52508" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -36075,7 +32396,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2412" name="Broadcast_160693" type="Broadcast" version="opset3">
+		<layer id="2108" name="Broadcast_52511" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -36092,7 +32413,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2413" name="ReadValue_155340" type="ReadValue" version="opset6">
+		<layer id="2109" name="ReadValue_49844" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.10.valuepresent.10.value" variable_type="f32" variable_shape="?,32,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -36111,13 +32432,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2414" name="Constant_150268" type="Const" version="opset1">
+		<layer id="2110" name="Constant_47436" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2415" name="Gather_150269" type="Gather" version="opset8">
+		<layer id="2111" name="Gather_47437" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -36140,94 +32461,134 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2416" name="self.model.layers.10.self_attn.v_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="4096, 4096" offset="1489977464" size="16777216" />
+		<layer id="2112" name="self.model.layers.10.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="1279064576" size="8388608" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="2417" name="Convert_167887" type="Convert" version="opset1">
+		<layer id="2113" name="Convert_74836" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u8" shape="4096, 1" offset="1506754680" size="4096" />
+		<layer id="2114" name="self.model.layers.10.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="1287453184" size="65536" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2419" name="Convert_167890" type="Convert" version="opset1">
+		<layer id="2115" name="Convert_74838" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
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 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2420" name="self.model.layers.10.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2116" name="self.model.layers.10.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 		</layer>
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-			<data element_type="f16" shape="4096, 1" offset="1506758776" size="8192" />
+		<layer id="2117" name="self.model.layers.10.self_attn.v_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="2422" name="self.model.layers.10.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2118" name="self.model.layers.10.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
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 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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+		</layer>
+		<layer id="2119" name="Constant_74843" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="218617904" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
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+		</layer>
+		<layer id="2120" name="Reshape_74844" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
@@ -36235,7 +32596,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2423" name="self.model.layers.10.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2121" name="self.model.layers.10.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -36250,7 +32611,7 @@
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 			</output>
 		</layer>
-		<layer id="2424" name="__module.model.layers.10.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2122" name="__module.model.layers.10.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -36264,14 +32625,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1860,value_states.21">
+				<port id="2" precision="FP32" names="1642,value_states.21">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2425" name="Constant_130307" type="Const" version="opset1">
+		<layer id="2123" name="Constant_40379" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="218617920" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -36279,7 +32640,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2426" name="__module.model.layers.10.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="2124" name="__module.model.layers.10.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -36292,7 +32653,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1868">
+				<port id="2" precision="FP32" names="1650">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -36300,7 +32661,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2427" name="__module.model.layers.10.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="2125" name="__module.model.layers.10.self_attn/aten::transpose/Constant_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -36308,7 +32669,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2428" name="__module.model.layers.10.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="2126" name="__module.model.layers.10.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -36321,7 +32682,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1869">
+				<port id="2" precision="FP32" names="1651">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -36329,7 +32690,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2429" name="__module.model.layers.10.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="2127" name="__module.model.layers.10.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -36354,31 +32715,15 @@
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 			</output>
 		</layer>
-		<layer id="2430" name="Constant_108245" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
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-				<port id="0" precision="I64">
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-		<layer id="2431" name="Constant_108246" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
-			<output>
-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="2432" name="Constant_108242" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="2128" name="Constant_9078" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2433" name="ShapeOf_128627" type="ShapeOf" version="opset3">
+		<layer id="2129" name="ShapeOf_38741" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -36394,21 +32739,21 @@
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 			</output>
 		</layer>
-		<layer id="2434" name="Constant_128628" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618284" size="8" />
+		<layer id="2130" name="Constant_38742" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="236050872" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2435" name="Constant_128629" type="Const" version="opset1">
+		<layer id="2131" name="Constant_38743" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2436" name="Gather_128630" type="Gather" version="opset8">
+		<layer id="2132" name="Gather_38744" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -36425,7 +32770,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2437" name="ShapeOf_128631" type="ShapeOf" version="opset3">
+		<layer id="2133" name="ShapeOf_38745" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -36441,21 +32786,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2438" name="Constant_128632" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618284" size="8" />
+		<layer id="2134" name="Constant_38746" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="236050872" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2439" name="Constant_128633" type="Const" version="opset1">
+		<layer id="2135" name="Constant_38747" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2440" name="Gather_128634" type="Gather" version="opset8">
+		<layer id="2136" name="Gather_38748" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -36472,7 +32817,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2441" name="Add_128635" type="Add" version="opset1">
+		<layer id="2137" name="Add_38749" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I64">
@@ -36483,50 +32828,20 @@
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 			</input>
 			<output>
-				<port id="2" precision="I64" names="1933">
+				<port id="2" precision="I64" names="1690">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2442" name="Constant_108241" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="2138" name="Constant_9081" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
-				<port id="0" precision="I32">
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-		</layer>
-		<layer id="2443" name="ScatterUpdate_108247" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I64">
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-				<port id="3" precision="I32">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
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-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2444" name="Constant_108250" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="2445" name="__module.model.layers.10.self_attn/aten::slice/Slice_7" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2139" name="__module.model.layers.10.self_attn/aten::slice/Slice_7" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -36535,17 +32850,20 @@
 					<dim>-1</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="1694">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
@@ -36553,7 +32871,7 @@
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 			</output>
 		</layer>
-		<layer id="2446" name="__module.model.layers.10.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="2140" name="__module.model.layers.10.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -36582,7 +32900,7 @@
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 			</input>
 			<output>
-				<port id="4" precision="FP32" names="1938,attn_output.41">
+				<port id="4" precision="FP32" names="1695,attn_output.41">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -36590,7 +32908,7 @@
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 			</output>
 		</layer>
-		<layer id="2447" name="__module.model.layers.10.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="2141" name="__module.model.layers.10.self_attn/aten::transpose/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -36598,7 +32916,7 @@
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 			</output>
 		</layer>
-		<layer id="2448" name="__module.model.layers.10.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="2142" name="__module.model.layers.10.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -36611,7 +32929,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1939">
+				<port id="2" precision="FP32" names="1696">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -36619,7 +32937,7 @@
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 			</output>
 		</layer>
-		<layer id="2449" name="__module.model.layers.10.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+		<layer id="2143" name="__module.model.layers.10.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -36634,21 +32952,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2450" name="Constant_102726" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="244124208" size="16" />
+		<layer id="2144" name="Constant_33913" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="236050896" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2451" name="Constant_102727" type="Const" version="opset1">
+		<layer id="2145" name="Constant_33914" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2452" name="Gather_102728" type="Gather" version="opset8">
+		<layer id="2146" name="Gather_33915" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -36665,7 +32983,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2453" name="__module.model.layers.10.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+		<layer id="2147" name="Constant_9155" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="209901604" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2148" name="__module.model.layers.10.self_attn/prim::ListConstruct_3" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -36676,12 +33002,12 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="I64" names="1941">
+				<port id="2" precision="I64">
 					<dim>3</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2454" name="__module.model.layers.10.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+		<layer id="2149" name="__module.model.layers.10.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -36695,15 +33021,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1942">
+				<port id="2" precision="FP32" names="1699">
+					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2455" name="self.model.layers.10.self_attn.o_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 128" offset="1506766968" size="8388608" />
+		<layer id="2150" name="self.model.layers.10.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="1287780864" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -36712,7 +33038,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2456" name="Convert_167908" type="Convert" version="opset1">
+		<layer id="2151" name="Convert_74858" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -36729,8 +33055,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2457" name="self.model.layers.10.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 1" offset="1515155576" size="65536" />
+		<layer id="2152" name="self.model.layers.10.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="1296169472" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -36739,7 +33065,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2458" name="Convert_167910" type="Convert" version="opset1">
+		<layer id="2153" name="Convert_74860" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -36756,7 +33082,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2459" name="self.model.layers.10.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2154" name="self.model.layers.10.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -36778,8 +33104,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2460" name="self.model.layers.10.self_attn.o_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="1515221112" size="262144" />
+		<layer id="2155" name="self.model.layers.10.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="1296235008" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -36788,7 +33114,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2461" name="self.model.layers.10.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2156" name="self.model.layers.10.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -36810,7 +33136,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2462" name="Constant_167915" type="Const" version="opset1">
+		<layer id="2157" name="Constant_74865" type="Const" version="opset1">
 			<data element_type="i64" shape="2" offset="218617904" size="16" />
 			<output>
 				<port id="0" precision="I64">
@@ -36818,7 +33144,7 @@
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 		</layer>
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@@ -36837,7 +33163,7 @@
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@@ -36852,13 +33178,13 @@
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@@ -36905,7 +33231,7 @@
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-		<layer id="2468" name="Constant_123076" type="Const" version="opset1">
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@@ -36915,7 +33241,7 @@
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@@ -36925,7 +33251,7 @@
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@@ -36940,22 +33266,22 @@
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@@ -36968,14 +33294,14 @@
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@@ -36985,7 +33311,7 @@
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@@ -37023,7 +33349,7 @@
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@@ -37038,14 +33364,14 @@
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@@ -37082,15 +33408,15 @@
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@@ -37099,7 +33425,7 @@
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-		<layer id="2480" name="Convert_166720" type="Convert" version="opset1">
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 			<input>
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@@ -37116,8 +33442,8 @@
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-			<data element_type="u4" shape="11008, 32, 1" offset="1538044024" size="176128" />
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@@ -37126,7 +33452,7 @@
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-		<layer id="2482" name="Convert_166722" type="Convert" version="opset1">
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@@ -37143,7 +33469,7 @@
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@@ -37165,8 +33491,8 @@
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@@ -37175,7 +33501,7 @@
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@@ -37197,15 +33523,15 @@
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@@ -37224,7 +33550,7 @@
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@@ -37239,7 +33565,7 @@
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@@ -37253,14 +33579,14 @@
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@@ -37269,15 +33595,15 @@
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@@ -37286,7 +33612,7 @@
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-		<layer id="2492" name="Convert_166709" type="Convert" version="opset1">
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@@ -37303,8 +33629,8 @@
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@@ -37330,7 +33656,7 @@
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@@ -37384,15 +33710,15 @@
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@@ -37411,7 +33737,7 @@
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@@ -37479,7 +33805,7 @@
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@@ -37496,8 +33822,8 @@
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@@ -37523,7 +33849,7 @@
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@@ -37545,8 +33871,8 @@
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@@ -37555,7 +33881,7 @@
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@@ -37577,15 +33903,15 @@
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@@ -37604,7 +33930,7 @@
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@@ -37682,7 +34008,7 @@
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@@ -37866,7 +34192,7 @@
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@@ -37964,7 +34290,7 @@
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 			<input>
 				<port id="0" precision="FP32">
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@@ -38077,7 +34403,7 @@
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 			<output>
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+				<port id="2" precision="FP32" names="1767,q.23">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -38085,142 +34411,7 @@
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 		</layer>
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-			<input>
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-					<dim>-1</dim>
-					<dim>128</dim>
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-		<layer id="2548" name="__module.model.layers.11.self_attn.rotary_emb/aten::cos/Cos" type="Cos" version="opset1">
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-				<port id="0" precision="FP32">
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-					<dim>128</dim>
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-					<dim>-1</dim>
-					<dim>128</dim>
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-		<layer id="2549" name="__module.model.layers.11.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
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-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64" />
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-			</output>
-		</layer>
-		<layer id="2550" name="__module.model.layers.11.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="2237" name="__module.model.layers.11.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -38237,7 +34428,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2045">
+				<port id="2" precision="FP32" names="1776">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -38245,144 +34436,31 @@
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 			</output>
 		</layer>
-		<layer id="2551" name="Constant_108255" type="Const" version="opset1">
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-		<layer id="2552" name="Constant_108254" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="2238" name="Constant_9647" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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-			<input>
-				<port id="0" precision="FP32">
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-					<dim>32</dim>
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-				<port id="1" precision="I64">
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-		<layer id="2554" name="__module.model.layers.11.self_attn/aten::size/Constant_3" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
-			<output>
-				<port id="0" precision="I32" />
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-		</layer>
-		<layer id="2555" name="__module.model.layers.11.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="I64">
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-			<output>
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-		<layer id="2556" name="__module.model.layers.11.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
-			<data auto_broadcast="numpy" m_pythondiv="true" />
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-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
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-				<port id="2" precision="I64" />
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-		<layer id="2557" name="__module.model.layers.11.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
-			<input>
-				<port id="0" precision="I64" />
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-			<output>
-				<port id="1" precision="I64" names="2048,2049,2053,2054" />
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-		<layer id="2558" name="Constant_127752" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618224" size="8" />
+		<layer id="2239" name="Constant_9649" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618252" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2559" name="__module.model.layers.11.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
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-		<layer id="2560" name="Constant_108253" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="2240" name="Constant_9651" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
-				<port id="0" precision="I32">
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-		<layer id="2561" name="ScatterUpdate_108256" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
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-				<port id="3" precision="I32">
 					<dim>1</dim>
 				</port>
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-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="2562" name="Constant_108259" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		<layer id="2563" name="Constant_108262" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
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-		<layer id="2564" name="__module.model.layers.11.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2241" name="__module.model.layers.11.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -38391,17 +34469,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="1786,x2.45">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -38409,8 +34490,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2565" name="Constant_123082" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="218618356" size="4" />
+		<layer id="2242" name="Constant_36988" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="218618268" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -38420,7 +34501,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2566" name="__module.model.layers.11.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="2243" name="__module.model.layers.11.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -38437,7 +34518,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2056">
+				<port id="2" precision="FP32" names="1787">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -38445,24 +34526,31 @@
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 			</output>
 		</layer>
-		<layer id="2567" name="Constant_108307" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="2244" name="Constant_9544" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2568" name="Constant_108312" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
+		<layer id="2245" name="Constant_9588" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2569" name="__module.model.layers.11.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2246" name="Constant_9590" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2247" name="__module.model.layers.11.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -38471,17 +34559,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2050">
+				<port id="5" precision="FP32" names="1781">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -38489,7 +34580,7 @@
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 			</output>
 		</layer>
-		<layer id="2570" name="__module.model.layers.11.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="2248" name="__module.model.layers.11.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -38506,7 +34597,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2058">
+				<port id="2" precision="FP32" names="1789">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -38514,41 +34605,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2571" name="__module.model.layers.11.self_attn.rotary_emb/aten::sin/Sin" type="Sin" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-					<dim>-1</dim>
-					<dim>128</dim>
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-		<layer id="2572" name="__module.model.layers.11.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
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-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64" />
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-			<output>
-				<port id="2" precision="FP32" names="2044,sin.71">
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-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-		</layer>
-		<layer id="2573" name="__module.model.layers.11.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2249" name="__module.model.layers.11.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -38565,7 +34622,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2059">
+				<port id="2" precision="FP32" names="1790">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -38573,7 +34630,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2574" name="__module.model.layers.11.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="2250" name="__module.model.layers.11.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -38590,7 +34647,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2060">
+				<port id="2" precision="FP32" names="1791">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -38598,13 +34655,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2575" name="Constant_160705" type="Const" version="opset1">
+		<layer id="2251" name="Constant_52522" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
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@@ -38612,7 +34669,7 @@
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 		</layer>
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 				<port id="0" precision="I64">
@@ -38620,7 +34677,7 @@
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 		</layer>
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 				<port id="0" precision="I64">
@@ -38628,7 +34685,7 @@
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 		</layer>
-		<layer id="2579" name="Concat_160703" type="Concat" version="opset1">
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 			<input>
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@@ -38650,7 +34707,7 @@
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-		<layer id="2580" name="Broadcast_160706" type="Broadcast" version="opset3">
+		<layer id="2256" name="Broadcast_52523" type="Broadcast" version="opset3">
 			<data mode="numpy" />
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@@ -38667,7 +34724,7 @@
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-		<layer id="2581" name="ReadValue_155342" type="ReadValue" version="opset6">
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 			<data variable_id="past_key_values.11.keypresent.11.key" variable_type="f32" variable_shape="?,32,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -38686,13 +34743,13 @@
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 			</output>
 		</layer>
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 				<port id="0" precision="I64" />
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-		<layer id="2583" name="Gather_150272" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -38715,8 +34772,8 @@
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 		</layer>
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+		<layer id="2260" name="self.model.layers.11.self_attn.k_proj.weight" type="Const" version="opset1">
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 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -38725,7 +34782,7 @@
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 			</output>
 		</layer>
-		<layer id="2585" name="Convert_167919" type="Convert" version="opset1">
+		<layer id="2261" name="Convert_74869" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -38742,8 +34799,8 @@
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="4096, 32, 1" offset="1602895992" size="65536" />
+		<layer id="2262" name="self.model.layers.11.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="1383909888" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -38752,7 +34809,7 @@
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 			</output>
 		</layer>
-		<layer id="2587" name="Convert_167921" type="Convert" version="opset1">
+		<layer id="2263" name="Convert_74871" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -38769,7 +34826,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -38791,8 +34848,8 @@
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 		</layer>
-		<layer id="2589" name="self.model.layers.11.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="1602961528" size="262144" />
+		<layer id="2265" name="self.model.layers.11.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="1383975424" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -38801,7 +34858,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -38823,7 +34880,7 @@
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 			</output>
 		</layer>
-		<layer id="2591" name="Constant_167926" type="Const" version="opset1">
+		<layer id="2267" name="Constant_74876" type="Const" version="opset1">
 			<data element_type="i64" shape="2" offset="218617904" size="16" />
 			<output>
 				<port id="0" precision="I64">
@@ -38831,7 +34888,7 @@
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 			</output>
 		</layer>
-		<layer id="2592" name="Reshape_167927" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -38850,7 +34907,7 @@
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 			</output>
 		</layer>
-		<layer id="2593" name="self.model.layers.11.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2269" name="self.model.layers.11.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -38865,7 +34922,7 @@
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 			</output>
 		</layer>
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 			<data transpose_a="false" transpose_b="true" />
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@@ -38879,14 +34936,14 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 			</output>
 		</layer>
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 			<data element_type="i64" shape="4" offset="218617920" size="32" />
 			<output>
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@@ -38894,7 +34951,7 @@
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 			</output>
 		</layer>
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 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -38907,7 +34964,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -38915,7 +34972,7 @@
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 		</layer>
-		<layer id="2597" name="__module.model.layers.11.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
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 			<data element_type="i32" shape="4" offset="218617952" size="16" />
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@@ -38923,7 +34980,7 @@
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 			</output>
 		</layer>
-		<layer id="2598" name="__module.model.layers.11.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -38936,7 +34993,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1770,k.23">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -38944,7 +35001,7 @@
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 			</output>
 		</layer>
-		<layer id="2599" name="__module.model.layers.11.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="2275" name="__module.model.layers.11.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -38961,7 +35018,7 @@
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 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -38969,76 +35026,23 @@
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-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="2276" name="Constant_9790" type="Const" version="opset1">
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-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="2277" name="Constant_9792" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618252" size="8" />
 			<output>
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-			<data batch_dims="0" />
-			<input>
 				<port id="0" precision="I64">
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-		<layer id="2606" name="__module.model.layers.11.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
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 		</layer>
-		<layer id="2607" name="Constant_127754" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -39046,67 +35050,7 @@
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2279" name="__module.model.layers.11.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -39115,17 +35059,20 @@
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 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -39133,8 +35080,8 @@
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 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -39144,7 +35091,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -39161,7 +35108,7 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -39169,24 +35116,31 @@
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+		<layer id="2282" name="Constant_9687" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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 			<output>
 				<port id="0" precision="I64">
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+					<dim>1</dim>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2285" name="__module.model.layers.11.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -39195,17 +35149,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
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 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="1797">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -39213,7 +35170,7 @@
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 			</output>
 		</layer>
-		<layer id="2619" name="__module.model.layers.11.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="2286" name="__module.model.layers.11.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -39230,7 +35187,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1805">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -39238,7 +35195,7 @@
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 			</output>
 		</layer>
-		<layer id="2620" name="__module.model.layers.11.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="2287" name="__module.model.layers.11.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -39255,7 +35212,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2075">
+				<port id="2" precision="FP32" names="1806">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -39263,7 +35220,7 @@
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 			</output>
 		</layer>
-		<layer id="2621" name="__module.model.layers.11.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="2288" name="__module.model.layers.11.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -39280,7 +35237,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2076">
+				<port id="2" precision="FP32" names="1807">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -39288,7 +35245,7 @@
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 			</output>
 		</layer>
-		<layer id="2622" name="__module.model.layers.11.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="2289" name="__module.model.layers.11.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -39313,13 +35270,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2623" name="Constant_160718" type="Const" version="opset1">
+		<layer id="2290" name="Constant_52534" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="2624" name="Constant_160711" type="Const" version="opset1">
+		<layer id="2291" name="Constant_52527" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -39327,7 +35284,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2625" name="Constant_160713" type="Const" version="opset1">
+		<layer id="2292" name="Constant_52529" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -39335,7 +35292,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2626" name="Constant_160715" type="Const" version="opset1">
+		<layer id="2293" name="Constant_52531" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -39343,7 +35300,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2627" name="Concat_160716" type="Concat" version="opset1">
+		<layer id="2294" name="Concat_52532" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -39365,7 +35322,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2628" name="Broadcast_160719" type="Broadcast" version="opset3">
+		<layer id="2295" name="Broadcast_52535" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -39382,7 +35339,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2629" name="ReadValue_155344" type="ReadValue" version="opset6">
+		<layer id="2296" name="ReadValue_49848" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.11.valuepresent.11.value" variable_type="f32" variable_shape="?,32,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -39401,13 +35358,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2630" name="Constant_150274" type="Const" version="opset1">
+		<layer id="2297" name="Constant_47442" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2631" name="Gather_150275" type="Gather" version="opset8">
+		<layer id="2298" name="Gather_47443" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -39430,94 +35387,134 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2632" name="self.model.layers.11.self_attn.v_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="4096, 4096" offset="1603223672" size="16777216" />
+		<layer id="2299" name="self.model.layers.11.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="1384237568" size="8388608" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2633" name="Convert_167931" type="Convert" version="opset1">
+		<layer id="2300" name="Convert_74880" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2634" name="self.model.layers.11.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="4096, 1" offset="1620000888" size="4096" />
+		<layer id="2301" name="self.model.layers.11.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="1392626176" size="65536" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2635" name="Convert_167934" type="Convert" version="opset1">
+		<layer id="2302" name="Convert_74882" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2636" name="self.model.layers.11.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2303" name="self.model.layers.11.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2637" name="self.model.layers.11.self_attn.v_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 1" offset="1620004984" size="8192" />
+		<layer id="2304" name="self.model.layers.11.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="1392691712" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2638" name="self.model.layers.11.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2305" name="self.model.layers.11.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2306" name="Constant_74887" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="218617904" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2307" name="Reshape_74888" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
@@ -39525,7 +35522,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2639" name="self.model.layers.11.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2308" name="self.model.layers.11.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -39540,7 +35537,7 @@
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 			</output>
 		</layer>
-		<layer id="2640" name="__module.model.layers.11.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2309" name="__module.model.layers.11.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -39554,14 +35551,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2008,value_states.23">
+				<port id="2" precision="FP32" names="1764,value_states.23">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2641" name="Constant_130310" type="Const" version="opset1">
+		<layer id="2310" name="Constant_40382" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="218617920" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -39569,7 +35566,7 @@
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 			</output>
 		</layer>
-		<layer id="2642" name="__module.model.layers.11.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="2311" name="__module.model.layers.11.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -39582,7 +35579,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2016">
+				<port id="2" precision="FP32" names="1772">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -39590,7 +35587,7 @@
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 			</output>
 		</layer>
-		<layer id="2643" name="__module.model.layers.11.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="2312" name="__module.model.layers.11.self_attn/aten::transpose/Constant_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -39598,7 +35595,7 @@
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 			</output>
 		</layer>
-		<layer id="2644" name="__module.model.layers.11.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="2313" name="__module.model.layers.11.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -39611,7 +35608,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2017">
+				<port id="2" precision="FP32" names="1773">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -39619,7 +35616,7 @@
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 			</output>
 		</layer>
-		<layer id="2645" name="__module.model.layers.11.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="2314" name="__module.model.layers.11.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -39644,31 +35641,15 @@
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 			</output>
 		</layer>
-		<layer id="2646" name="Constant_108457" type="Const" version="opset1">
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-		<layer id="2647" name="Constant_108458" type="Const" version="opset1">
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-				<port id="0" precision="I64">
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-		<layer id="2648" name="Constant_108454" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="2315" name="Constant_9858" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2649" name="ShapeOf_128702" type="ShapeOf" version="opset3">
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 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -39684,21 +35665,21 @@
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 			</output>
 		</layer>
-		<layer id="2650" name="Constant_128703" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618284" size="8" />
+		<layer id="2317" name="Constant_38815" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="236050872" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2651" name="Constant_128704" type="Const" version="opset1">
+		<layer id="2318" name="Constant_38816" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2652" name="Gather_128705" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -39715,7 +35696,7 @@
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 			</output>
 		</layer>
-		<layer id="2653" name="ShapeOf_128706" type="ShapeOf" version="opset3">
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 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -39731,21 +35712,21 @@
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 			</output>
 		</layer>
-		<layer id="2654" name="Constant_128707" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618284" size="8" />
+		<layer id="2321" name="Constant_38819" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="236050872" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="2655" name="Constant_128708" type="Const" version="opset1">
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 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
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@@ -39762,7 +35743,7 @@
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-		<layer id="2657" name="Add_128710" type="Add" version="opset1">
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@@ -39773,50 +35754,20 @@
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-		<layer id="2658" name="Constant_108453" type="Const" version="opset1">
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+		<layer id="2325" name="Constant_9861" type="Const" version="opset1">
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2326" name="__module.model.layers.11.self_attn/aten::slice/Slice_7" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
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@@ -39825,17 +35776,20 @@
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@@ -39843,7 +35797,7 @@
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@@ -39872,7 +35826,7 @@
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 					<dim>32</dim>
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@@ -39880,7 +35834,7 @@
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 		</layer>
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@@ -39888,7 +35842,7 @@
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 		</layer>
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 			<input>
 				<port id="0" precision="FP32">
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@@ -39901,7 +35855,7 @@
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 			</input>
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -39909,7 +35863,7 @@
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 		</layer>
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@@ -39924,21 +35878,21 @@
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 		</layer>
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 		</layer>
-		<layer id="2668" name="Gather_102738" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -39955,7 +35909,15 @@
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 			</output>
 		</layer>
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+		<layer id="2334" name="Constant_9935" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="209901604" size="8" />
+			<output>
+				<port id="0" precision="I64">
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+		<layer id="2335" name="__module.model.layers.11.self_attn/prim::ListConstruct_3" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -39966,12 +35928,12 @@
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 			</input>
 			<output>
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 		</layer>
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -39985,15 +35947,15 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>-1</dim>
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 		</layer>
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-			<data element_type="u4" shape="4096, 32, 128" offset="1620013176" size="8388608" />
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 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -40002,7 +35964,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2672" name="Convert_167952" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -40019,8 +35981,8 @@
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="4096, 32, 1" offset="1628401784" size="65536" />
+		<layer id="2339" name="self.model.layers.11.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="1401342464" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -40029,7 +35991,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2674" name="Convert_167954" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -40046,7 +36008,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -40068,8 +36030,8 @@
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 			</output>
 		</layer>
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-			<data element_type="f16" shape="4096, 32, 1" offset="1628467320" size="262144" />
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+			<data element_type="f16" shape="4096, 32, 1" offset="1401408000" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -40078,7 +36040,7 @@
 				</port>
 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -40100,7 +36062,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2678" name="Constant_167959" type="Const" version="opset1">
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 			<data element_type="i64" shape="2" offset="218617904" size="16" />
 			<output>
 				<port id="0" precision="I64">
@@ -40108,7 +36070,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2679" name="Reshape_167960" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -40127,7 +36089,7 @@
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 			</output>
 		</layer>
-		<layer id="2680" name="self.model.layers.11.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -40142,13 +36104,13 @@
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 			</output>
 		</layer>
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 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
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 				</port>
 				<port id="1" precision="FP32">
 					<dim>4096</dim>
@@ -40156,14 +36118,14 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
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 			<input>
 				<port id="0" precision="FP32">
@@ -40178,15 +36140,15 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>4096</dim>
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+		<layer id="2349" name="Constant_36993" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -40195,7 +36157,7 @@
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 			</output>
 		</layer>
-		<layer id="2684" name="Constant_123086" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="209901596" size="4" />
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@@ -40205,7 +36167,7 @@
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 			</output>
 		</layer>
-		<layer id="2685" name="Constant_123084" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="209901600" size="4" />
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 				<port id="0" precision="FP32">
@@ -40215,7 +36177,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -40230,22 +36192,22 @@
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 					<dim>-1</dim>
 					<dim>4096</dim>
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-		<layer id="2687" name="Constant_6221" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="209901604" size="8" />
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 			<data keep_dims="true" />
 			<input>
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@@ -40258,14 +36220,14 @@
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 			<output>
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 					<dim>-1</dim>
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-		<layer id="2689" name="Constant_123085" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="209901612" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -40275,7 +36237,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -40290,14 +36252,14 @@
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -40313,7 +36275,7 @@
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -40328,14 +36290,14 @@
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+		<layer id="2359" name="__module.model.layers.11.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
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@@ -40350,14 +36312,14 @@
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 		</layer>
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+		<layer id="2360" name="__module.model.layers.11.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
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@@ -40372,15 +36334,15 @@
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 			<output>
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-			<data element_type="u4" shape="11008, 32, 128" offset="1628745848" size="22544384" />
+		<layer id="2361" name="self.model.layers.11.mlp.gate_proj.weight" type="Const" version="opset1">
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@@ -40389,7 +36351,7 @@
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 			</output>
 		</layer>
-		<layer id="2696" name="Convert_166753" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -40406,8 +36368,8 @@
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-			<data element_type="u4" shape="11008, 32, 1" offset="1651290232" size="176128" />
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@@ -40416,7 +36378,7 @@
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 		</layer>
-		<layer id="2698" name="Convert_166755" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -40433,7 +36395,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -40455,8 +36417,8 @@
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-			<data element_type="f16" shape="11008, 32, 1" offset="1651466360" size="704512" />
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 				<port id="0" precision="FP16">
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@@ -40465,7 +36427,7 @@
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 		</layer>
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@@ -40487,15 +36449,15 @@
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-			<data element_type="i64" shape="2" offset="276281944" size="16" />
+		<layer id="2368" name="Constant_73710" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="268208608" size="16" />
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-		<layer id="2703" name="Reshape_166761" type="Reshape" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
@@ -40514,7 +36476,7 @@
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 		</layer>
-		<layer id="2704" name="self.model.layers.11.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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 			<data destination_type="f32" />
 			<input>
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@@ -40529,7 +36491,7 @@
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 			</output>
 		</layer>
-		<layer id="2705" name="__module.model.layers.11.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2371" name="__module.model.layers.11.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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@@ -40543,14 +36505,14 @@
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 			<output>
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 		</layer>
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 			<input>
 				<port id="0" precision="FP32">
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@@ -40559,101 +36521,141 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>11008</dim>
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 		</layer>
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-			<data element_type="u8" shape="11008, 4096" offset="1652170872" size="45088768" />
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+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2708" name="Convert_166743" type="Convert" version="opset1">
+		<layer id="2374" name="Convert_73692" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>11008</dim>
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+					<dim>32</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>11008</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u8" shape="11008, 1" offset="1697259640" size="11008" />
+		<layer id="2375" name="self.model.layers.11.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="11008, 32, 1" offset="1447655936" size="176128" />
 			<output>
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 					<dim>11008</dim>
+					<dim>32</dim>
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 				</port>
 			</output>
 		</layer>
-		<layer id="2710" name="Convert_166746" type="Convert" version="opset1">
+		<layer id="2376" name="Convert_73694" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
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 				</port>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>11008</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2711" name="self.model.layers.11.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2377" name="self.model.layers.11.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>11008</dim>
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+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>11008</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>11008</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="f16" shape="11008, 1" offset="1697270648" size="22016" />
+		<layer id="2378" name="self.model.layers.11.mlp.up_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>11008</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
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+		<layer id="2379" name="self.model.layers.11.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>11008</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>11008</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>11008</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2380" name="Constant_73699" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="268208608" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2381" name="Reshape_73700" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>11008</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>11008</dim>
@@ -40661,7 +36663,7 @@
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 			</output>
 		</layer>
-		<layer id="2714" name="self.model.layers.11.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2382" name="self.model.layers.11.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -40676,7 +36678,7 @@
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 			</output>
 		</layer>
-		<layer id="2715" name="__module.model.layers.11.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2383" name="__module.model.layers.11.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -40690,14 +36692,14 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>11008</dim>
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 			</output>
 		</layer>
-		<layer id="2716" name="__module.model.layers.11.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="2384" name="__module.model.layers.11.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -40712,15 +36714,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2119">
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 					<dim>-1</dim>
 					<dim>11008</dim>
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 		</layer>
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-			<data element_type="u4" shape="4096, 86, 128" offset="1697292664" size="22544384" />
+		<layer id="2385" name="self.model.layers.11.mlp.down_proj.weight" type="Const" version="opset1">
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 				<port id="0" precision="U4">
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@@ -40729,7 +36731,7 @@
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 			</output>
 		</layer>
-		<layer id="2718" name="Convert_166764" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -40746,8 +36748,8 @@
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-			<data element_type="u4" shape="4096, 86, 1" offset="1719837048" size="176128" />
+		<layer id="2387" name="self.model.layers.11.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 86, 1" offset="1471080960" size="176128" />
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 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -40756,7 +36758,7 @@
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 			</output>
 		</layer>
-		<layer id="2720" name="Convert_166766" type="Convert" version="opset1">
+		<layer id="2388" name="Convert_73716" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -40773,7 +36775,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -40795,8 +36797,8 @@
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 				<port id="0" precision="FP16">
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@@ -40805,7 +36807,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -40827,15 +36829,15 @@
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-			<data element_type="i64" shape="2" offset="344828776" size="16" />
+		<layer id="2392" name="Constant_73721" type="Const" version="opset1">
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-		<layer id="2725" name="Reshape_166772" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -40854,7 +36856,7 @@
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 		</layer>
-		<layer id="2726" name="self.model.layers.11.mlp.down_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -40869,7 +36871,7 @@
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-		<layer id="2727" name="__module.model.layers.11.mlp.down_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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@@ -40883,14 +36885,14 @@
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@@ -41116,7 +37118,7 @@
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 			<input>
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@@ -41133,8 +37135,8 @@
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@@ -41143,7 +37145,7 @@
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@@ -41160,7 +37162,7 @@
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@@ -41182,8 +37184,8 @@
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@@ -41192,7 +37194,7 @@
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@@ -41214,7 +37216,7 @@
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@@ -41222,7 +37224,7 @@
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@@ -41241,7 +37243,7 @@
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@@ -41256,7 +37258,7 @@
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@@ -41285,7 +37287,7 @@
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@@ -41298,7 +37300,7 @@
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@@ -41314,7 +37316,7 @@
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -41495,76 +37362,23 @@
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 			</output>
 		</layer>
-		<layer id="2765" name="Constant_108467" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-				</port>
-			</output>
-		</layer>
-		<layer id="2766" name="Constant_108466" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="2425" name="Constant_10427" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="2767" name="__module.model.layers.12.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
-			<data output_type="i64" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
+		<layer id="2426" name="Constant_10429" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618252" size="8" />
 			<output>
-				<port id="1" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2768" name="__module.model.layers.12.self_attn/aten::size/Constant_3" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="2769" name="__module.model.layers.12.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
-			</input>
-			<output>
-				<port id="3" precision="I64" names="2194,2199" />
-			</output>
-		</layer>
-		<layer id="2770" name="__module.model.layers.12.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
-			<data auto_broadcast="numpy" m_pythondiv="true" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="I64" />
-			</output>
-		</layer>
-		<layer id="2771" name="__module.model.layers.12.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
-			<input>
-				<port id="0" precision="I64" />
-			</input>
-			<output>
-				<port id="1" precision="I64" names="2196,2197,2201,2202" />
 			</output>
 		</layer>
-		<layer id="2772" name="Constant_127756" type="Const" version="opset1">
+		<layer id="2427" name="Constant_10431" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -41572,67 +37386,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2773" name="__module.model.layers.12.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
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-			<output>
-				<port id="2" precision="I64">
-					<dim>1</dim>
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-			</output>
-		</layer>
-		<layer id="2774" name="Constant_108465" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
-			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
-				</port>
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-		</layer>
-		<layer id="2775" name="ScatterUpdate_108468" type="ScatterUpdate" version="opset3">
-			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="3" precision="I32">
-					<dim>1</dim>
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-			</input>
-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2776" name="Constant_108471" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618292" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2777" name="Constant_108474" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2778" name="__module.model.layers.12.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2428" name="__module.model.layers.12.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -41641,17 +37395,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2203,x2.49">
+				<port id="5" precision="FP32" names="1908,x2.49">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -41659,8 +37416,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2779" name="Constant_123092" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="218618356" size="4" />
+		<layer id="2429" name="Constant_36998" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="218618268" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -41670,7 +37427,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2780" name="__module.model.layers.12.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="2430" name="__module.model.layers.12.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -41687,7 +37444,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2204">
+				<port id="2" precision="FP32" names="1909">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -41695,24 +37452,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2781" name="Constant_108519" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="2431" name="Constant_10324" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2782" name="Constant_108524" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
+		<layer id="2432" name="Constant_10368" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2433" name="Constant_10370" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2783" name="__module.model.layers.12.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2434" name="__module.model.layers.12.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -41721,17 +37485,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2198">
+				<port id="5" precision="FP32" names="1903">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -41739,7 +37506,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2784" name="__module.model.layers.12.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="2435" name="__module.model.layers.12.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -41756,7 +37523,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2206">
+				<port id="2" precision="FP32" names="1911">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -41764,41 +37531,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2785" name="__module.model.layers.12.self_attn.rotary_emb/aten::sin/Sin" type="Sin" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="FP32" names="2185,2187,2190,sin.73,sin.75">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2786" name="__module.model.layers.12.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="2192,sin.77">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2787" name="__module.model.layers.12.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2436" name="__module.model.layers.12.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -41815,7 +37548,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2207">
+				<port id="2" precision="FP32" names="1912">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -41823,7 +37556,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2788" name="__module.model.layers.12.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="2437" name="__module.model.layers.12.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -41840,7 +37573,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2208">
+				<port id="2" precision="FP32" names="1913">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -41848,13 +37581,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2789" name="Constant_160731" type="Const" version="opset1">
+		<layer id="2438" name="Constant_52546" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="2790" name="Constant_160724" type="Const" version="opset1">
+		<layer id="2439" name="Constant_52539" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -41862,7 +37595,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2791" name="Constant_160726" type="Const" version="opset1">
+		<layer id="2440" name="Constant_52541" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -41870,7 +37603,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2792" name="Constant_160728" type="Const" version="opset1">
+		<layer id="2441" name="Constant_52543" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -41878,7 +37611,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2793" name="Concat_160729" type="Concat" version="opset1">
+		<layer id="2442" name="Concat_52544" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -41900,7 +37633,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2794" name="Broadcast_160732" type="Broadcast" version="opset3">
+		<layer id="2443" name="Broadcast_52547" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -41917,7 +37650,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2795" name="ReadValue_155346" type="ReadValue" version="opset6">
+		<layer id="2444" name="ReadValue_49850" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.12.keypresent.12.key" variable_type="f32" variable_shape="?,32,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -41936,13 +37669,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2796" name="Constant_150277" type="Const" version="opset1">
+		<layer id="2445" name="Constant_47445" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2797" name="Gather_150278" type="Gather" version="opset8">
+		<layer id="2446" name="Gather_47446" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -41965,8 +37698,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2798" name="self.model.layers.12.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 128" offset="1729450360" size="8388608" />
+		<layer id="2447" name="self.model.layers.12.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="1480694272" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -41975,7 +37708,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2799" name="Convert_167963" type="Convert" version="opset1">
+		<layer id="2448" name="Convert_74913" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -41992,8 +37725,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2800" name="self.model.layers.12.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 1" offset="1737838968" size="65536" />
+		<layer id="2449" name="self.model.layers.12.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="1489082880" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -42002,7 +37735,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2801" name="Convert_167965" type="Convert" version="opset1">
+		<layer id="2450" name="Convert_74915" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -42019,7 +37752,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2802" name="self.model.layers.12.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2451" name="self.model.layers.12.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -42041,8 +37774,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2803" name="self.model.layers.12.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="1737904504" size="262144" />
+		<layer id="2452" name="self.model.layers.12.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="1489148416" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -42051,7 +37784,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2804" name="self.model.layers.12.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2453" name="self.model.layers.12.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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 				<port id="0" precision="FP16">
@@ -42073,7 +37806,7 @@
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 			</output>
 		</layer>
-		<layer id="2805" name="Constant_167970" type="Const" version="opset1">
+		<layer id="2454" name="Constant_74920" type="Const" version="opset1">
 			<data element_type="i64" shape="2" offset="218617904" size="16" />
 			<output>
 				<port id="0" precision="I64">
@@ -42081,7 +37814,7 @@
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 			</output>
 		</layer>
-		<layer id="2806" name="Reshape_167971" type="Reshape" version="opset1">
+		<layer id="2455" name="Reshape_74921" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -42100,7 +37833,7 @@
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 			</output>
 		</layer>
-		<layer id="2807" name="self.model.layers.12.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2456" name="self.model.layers.12.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -42115,7 +37848,7 @@
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 			</output>
 		</layer>
-		<layer id="2808" name="__module.model.layers.12.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2457" name="__module.model.layers.12.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -42129,14 +37862,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2154,key_states.29">
+				<port id="2" precision="FP32" names="1884,key_states.29">
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 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2809" name="Constant_130312" type="Const" version="opset1">
+		<layer id="2458" name="Constant_40384" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="218617920" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -42144,7 +37877,7 @@
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 			</output>
 		</layer>
-		<layer id="2810" name="__module.model.layers.12.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="2459" name="__module.model.layers.12.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -42157,7 +37890,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2161">
+				<port id="2" precision="FP32" names="1891">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -42165,7 +37898,7 @@
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 			</output>
 		</layer>
-		<layer id="2811" name="__module.model.layers.12.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="2460" name="__module.model.layers.12.self_attn/aten::transpose/Constant_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -42173,7 +37906,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2812" name="__module.model.layers.12.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="2461" name="__module.model.layers.12.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -42186,7 +37919,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2162,k.25">
+				<port id="2" precision="FP32" names="1892,k.25">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -42194,7 +37927,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2813" name="__module.model.layers.12.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="2462" name="__module.model.layers.12.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -42211,7 +37944,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2209">
+				<port id="2" precision="FP32" names="1914">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -42219,144 +37952,31 @@
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 			</output>
 		</layer>
-		<layer id="2814" name="Constant_108567" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
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-			</output>
-		</layer>
-		<layer id="2815" name="Constant_108566" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="2463" name="Constant_10570" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2816" name="__module.model.layers.12.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
-			<data output_type="i64" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			<output>
-				<port id="1" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2817" name="__module.model.layers.12.self_attn/aten::size/Constant_5" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="2818" name="__module.model.layers.12.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
-			</input>
-			<output>
-				<port id="3" precision="I64" names="2210,2215" />
-			</output>
-		</layer>
-		<layer id="2819" name="__module.model.layers.12.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
-			<data auto_broadcast="numpy" m_pythondiv="true" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="I64" />
-			</output>
-		</layer>
-		<layer id="2820" name="__module.model.layers.12.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
-			<input>
-				<port id="0" precision="I64" />
-			</input>
-			<output>
-				<port id="1" precision="I64" names="2212,2213,2217,2218" />
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-		</layer>
-		<layer id="2821" name="Constant_127758" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618224" size="8" />
+		<layer id="2464" name="Constant_10572" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618252" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2822" name="__module.model.layers.12.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
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-			<output>
-				<port id="2" precision="I64">
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-		</layer>
-		<layer id="2823" name="Constant_108565" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="2465" name="Constant_10574" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
-				<port id="0" precision="I32">
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-				</port>
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-		</layer>
-		<layer id="2824" name="ScatterUpdate_108568" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
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-				<port id="3" precision="I32">
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-		</layer>
-		<layer id="2825" name="Constant_108571" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-				</port>
 			</output>
 		</layer>
-		<layer id="2826" name="Constant_108574" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
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-		</layer>
-		<layer id="2827" name="__module.model.layers.12.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2466" name="__module.model.layers.12.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -42365,17 +37985,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="1924,x2.51">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -42383,8 +38006,8 @@
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 			</output>
 		</layer>
-		<layer id="2828" name="Constant_123093" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="218618356" size="4" />
+		<layer id="2467" name="Constant_36999" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="218618268" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -42394,7 +38017,7 @@
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 			</output>
 		</layer>
-		<layer id="2829" name="__module.model.layers.12.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2468" name="__module.model.layers.12.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -42411,7 +38034,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2220">
+				<port id="2" precision="FP32" names="1925">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -42419,24 +38042,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2830" name="Constant_108619" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="2469" name="Constant_10467" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2831" name="Constant_108624" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
+		<layer id="2470" name="Constant_10511" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2832" name="__module.model.layers.12.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2471" name="Constant_10513" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2472" name="__module.model.layers.12.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -42445,17 +38075,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2214">
+				<port id="5" precision="FP32" names="1919">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -42463,7 +38096,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2833" name="__module.model.layers.12.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="2473" name="__module.model.layers.12.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -42480,7 +38113,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2222">
+				<port id="2" precision="FP32" names="1927">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -42488,7 +38121,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2834" name="__module.model.layers.12.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="2474" name="__module.model.layers.12.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -42505,7 +38138,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2223">
+				<port id="2" precision="FP32" names="1928">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -42513,7 +38146,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2835" name="__module.model.layers.12.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="2475" name="__module.model.layers.12.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -42530,7 +38163,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2224">
+				<port id="2" precision="FP32" names="1929">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -42538,7 +38171,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2836" name="__module.model.layers.12.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="2476" name="__module.model.layers.12.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -42563,13 +38196,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2837" name="Constant_160744" type="Const" version="opset1">
+		<layer id="2477" name="Constant_52558" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="2838" name="Constant_160737" type="Const" version="opset1">
+		<layer id="2478" name="Constant_52551" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -42577,7 +38210,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2839" name="Constant_160739" type="Const" version="opset1">
+		<layer id="2479" name="Constant_52553" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -42585,7 +38218,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2840" name="Constant_160741" type="Const" version="opset1">
+		<layer id="2480" name="Constant_52555" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -42593,7 +38226,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2841" name="Concat_160742" type="Concat" version="opset1">
+		<layer id="2481" name="Concat_52556" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -42615,7 +38248,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2842" name="Broadcast_160745" type="Broadcast" version="opset3">
+		<layer id="2482" name="Broadcast_52559" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -42632,7 +38265,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2843" name="ReadValue_155348" type="ReadValue" version="opset6">
+		<layer id="2483" name="ReadValue_49852" type="ReadValue" version="opset6">
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@@ -42651,13 +38284,13 @@
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 			</output>
 		</layer>
-		<layer id="2844" name="Constant_150280" type="Const" version="opset1">
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 				<port id="0" precision="I64" />
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 		</layer>
-		<layer id="2845" name="Gather_150281" type="Gather" version="opset8">
+		<layer id="2485" name="Gather_47449" type="Gather" version="opset8">
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 				<port id="0" precision="FP32">
@@ -42680,94 +38313,134 @@
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 			</output>
 		</layer>
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-			<data element_type="u8" shape="4096, 4096" offset="1738166648" size="16777216" />
+		<layer id="2486" name="self.model.layers.12.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="1489410560" size="8388608" />
 			<output>
-				<port id="0" precision="U8">
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+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="2847" name="Convert_167975" type="Convert" version="opset1">
+		<layer id="2487" name="Convert_74924" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 		</layer>
-		<layer id="2848" name="self.model.layers.12.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="4096, 1" offset="1754943864" size="4096" />
+		<layer id="2488" name="self.model.layers.12.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="1497799168" size="65536" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2849" name="Convert_167978" type="Convert" version="opset1">
+		<layer id="2489" name="Convert_74926" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="2850" name="self.model.layers.12.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2490" name="self.model.layers.12.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2851" name="self.model.layers.12.self_attn.v_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 1" offset="1754947960" size="8192" />
+		<layer id="2491" name="self.model.layers.12.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="1497864704" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2852" name="self.model.layers.12.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2492" name="self.model.layers.12.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2493" name="Constant_74931" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="218617904" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2494" name="Reshape_74932" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
@@ -42775,7 +38448,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2853" name="self.model.layers.12.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2495" name="self.model.layers.12.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -42790,7 +38463,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2854" name="__module.model.layers.12.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2496" name="__module.model.layers.12.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -42804,14 +38477,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2156,value_states.25">
+				<port id="2" precision="FP32" names="1886,value_states.25">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2855" name="Constant_130313" type="Const" version="opset1">
+		<layer id="2497" name="Constant_40385" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="218617920" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -42819,7 +38492,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2856" name="__module.model.layers.12.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="2498" name="__module.model.layers.12.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -42832,7 +38505,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2164">
+				<port id="2" precision="FP32" names="1894">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -42840,7 +38513,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2857" name="__module.model.layers.12.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="2499" name="__module.model.layers.12.self_attn/aten::transpose/Constant_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -42848,7 +38521,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2858" name="__module.model.layers.12.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="2500" name="__module.model.layers.12.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -42861,7 +38534,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2165">
+				<port id="2" precision="FP32" names="1895">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -42869,7 +38542,7 @@
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 			</output>
 		</layer>
-		<layer id="2859" name="__module.model.layers.12.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="2501" name="__module.model.layers.12.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -42894,31 +38567,62 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2860" name="Constant_108669" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="2502" name="Constant_10638" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2503" name="ShapeOf_38887" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2861" name="Constant_108670" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="2504" name="Constant_38888" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="236050872" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2862" name="Constant_108666" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="2505" name="Constant_38889" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="2506" name="Gather_38890" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
 				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="2" precision="I64" />
+			</input>
+			<output>
+				<port id="3" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2863" name="ShapeOf_128777" type="ShapeOf" version="opset3">
+		<layer id="2507" name="ShapeOf_38891" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -42934,21 +38638,21 @@
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 			</output>
 		</layer>
-		<layer id="2864" name="Constant_128778" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618284" size="8" />
+		<layer id="2508" name="Constant_38892" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="236050872" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2865" name="Constant_128779" type="Const" version="opset1">
+		<layer id="2509" name="Constant_38893" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2866" name="Gather_128780" type="Gather" version="opset8">
+		<layer id="2510" name="Gather_38894" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -42965,54 +38669,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2867" name="ShapeOf_128781" type="ShapeOf" version="opset3">
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-				<port id="0" precision="FP32">
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-					<dim>32</dim>
-					<dim>-1</dim>
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-		</layer>
-		<layer id="2868" name="Constant_128782" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618284" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
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-		<layer id="2869" name="Constant_128783" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="4" size="8" />
-			<output>
-				<port id="0" precision="I64" />
-			</output>
-		</layer>
-		<layer id="2870" name="Gather_128784" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
-					<dim>1</dim>
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-				<port id="2" precision="I64" />
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-			<output>
-				<port id="3" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2871" name="Add_128785" type="Add" version="opset1">
+		<layer id="2511" name="Add_38895" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I64">
@@ -43023,50 +38680,20 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="I64" names="2229">
+				<port id="2" precision="I64" names="1934">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2872" name="Constant_108665" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="2512" name="Constant_10641" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
-				<port id="0" precision="I32">
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-		<layer id="2873" name="ScatterUpdate_108671" type="ScatterUpdate" version="opset3">
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 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I64">
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-				<port id="3" precision="I32">
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-			<output>
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 			</output>
 		</layer>
-		<layer id="2874" name="Constant_108674" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
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-				<port id="0" precision="I64">
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2513" name="__module.model.layers.12.self_attn/aten::slice/Slice_7" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -43075,17 +38702,20 @@
 					<dim>-1</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
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 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="1938">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
@@ -43093,7 +38723,7 @@
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 			</output>
 		</layer>
-		<layer id="2876" name="__module.model.layers.12.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="2514" name="__module.model.layers.12.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -43122,7 +38752,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2234,attn_output.49">
+				<port id="4" precision="FP32" names="1939,attn_output.49">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -43130,7 +38760,7 @@
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 			</output>
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-		<layer id="2877" name="__module.model.layers.12.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="2515" name="__module.model.layers.12.self_attn/aten::transpose/Constant_3" type="Const" version="opset1">
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@@ -43138,7 +38768,7 @@
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 		</layer>
-		<layer id="2878" name="__module.model.layers.12.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="2516" name="__module.model.layers.12.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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@@ -43151,7 +38781,7 @@
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 			<output>
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+				<port id="2" precision="FP32" names="1940">
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@@ -43159,7 +38789,7 @@
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-		<layer id="2879" name="__module.model.layers.12.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
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@@ -43174,21 +38804,21 @@
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-		<layer id="2880" name="Constant_102746" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="244124208" size="16" />
+		<layer id="2518" name="Constant_33933" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="236050896" size="16" />
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="2881" name="Constant_102747" type="Const" version="opset1">
+		<layer id="2519" name="Constant_33934" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
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 				<port id="0" precision="I64" />
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 		</layer>
-		<layer id="2882" name="Gather_102748" type="Gather" version="opset8">
+		<layer id="2520" name="Gather_33935" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -43205,7 +38835,15 @@
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 			</output>
 		</layer>
-		<layer id="2883" name="__module.model.layers.12.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+		<layer id="2521" name="Constant_10715" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="209901604" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2522" name="__module.model.layers.12.self_attn/prim::ListConstruct_3" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -43216,12 +38854,12 @@
 				</port>
 			</input>
 			<output>
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+				<port id="2" precision="I64">
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 		</layer>
-		<layer id="2884" name="__module.model.layers.12.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+		<layer id="2523" name="__module.model.layers.12.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -43235,101 +38873,141 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1943">
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 					<dim>-1</dim>
 					<dim>-1</dim>
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 		</layer>
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-			<data element_type="u8" shape="4096, 4096" offset="1754956152" size="16777216" />
+		<layer id="2524" name="self.model.layers.12.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="1498126848" size="8388608" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="2886" name="Convert_167997" type="Convert" version="opset1">
+		<layer id="2525" name="Convert_74946" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2887" name="self.model.layers.12.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="4096, 1" offset="1771733368" size="4096" />
+		<layer id="2526" name="self.model.layers.12.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="1506515456" size="65536" />
 			<output>
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+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2888" name="Convert_168000" type="Convert" version="opset1">
+		<layer id="2527" name="Convert_74948" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2889" name="self.model.layers.12.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2528" name="self.model.layers.12.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2890" name="self.model.layers.12.self_attn.o_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 1" offset="1771737464" size="8192" />
+		<layer id="2529" name="self.model.layers.12.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="1506580992" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2891" name="self.model.layers.12.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2530" name="self.model.layers.12.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2531" name="Constant_74953" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="218617904" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2532" name="Reshape_74954" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
@@ -43337,7 +39015,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2892" name="self.model.layers.12.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2533" name="self.model.layers.12.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -43352,13 +39030,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2893" name="__module.model.layers.12.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2534" name="__module.model.layers.12.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
+					<dim>-1</dim>
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 				<port id="1" precision="FP32">
 					<dim>4096</dim>
@@ -43366,14 +39044,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2240,2242,hidden_states.325">
+				<port id="2" precision="FP32" names="1945,1947,hidden_states.325">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
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 			</output>
 		</layer>
-		<layer id="2894" name="__module.model.layers.12/aten::add/Add" type="Add" version="opset1">
+		<layer id="2535" name="__module.model.layers.12/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -43388,15 +39066,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2245,2247,2258,hidden_states.327,hidden_states.329">
+				<port id="2" precision="FP32" names="1950,1952,1963,hidden_states.327,hidden_states.329">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
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-			<data element_type="f32" shape="1, 1, 4096" offset="1771745656" size="16384" />
+		<layer id="2536" name="Constant_37003" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 4096" offset="1506843136" size="16384" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -43405,7 +39083,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2896" name="Constant_123096" type="Const" version="opset1">
+		<layer id="2537" name="Constant_37002" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="209901596" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -43415,7 +39093,7 @@
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 			</output>
 		</layer>
-		<layer id="2897" name="Constant_123094" type="Const" version="opset1">
+		<layer id="2538" name="Constant_37000" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="209901600" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -43425,7 +39103,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2898" name="__module.model.layers.12.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="2539" name="__module.model.layers.12.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -43440,22 +39118,22 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1953">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
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 			</output>
 		</layer>
-		<layer id="2899" name="Constant_6714" type="Const" version="opset1">
+		<layer id="2540" name="Constant_10742" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="209901604" size="8" />
 			<output>
-				<port id="0" precision="I64" names="2249">
+				<port id="0" precision="I64" names="1954">
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 			</output>
 		</layer>
-		<layer id="2900" name="__module.model.layers.12.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="2541" name="__module.model.layers.12.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -43468,14 +39146,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2250,variance.51">
+				<port id="2" precision="FP32" names="1955,variance.51">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="2901" name="Constant_123095" type="Const" version="opset1">
+		<layer id="2542" name="Constant_37001" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="209901612" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -43485,7 +39163,7 @@
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 			</output>
 		</layer>
-		<layer id="2902" name="__module.model.layers.12.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="2543" name="__module.model.layers.12.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -43500,14 +39178,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2251">
+				<port id="2" precision="FP32" names="1956">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="2903" name="__module.model.layers.12.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="2544" name="__module.model.layers.12.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -43523,7 +39201,7 @@
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 			</output>
 		</layer>
-		<layer id="2904" name="__module.model.layers.12.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="2545" name="__module.model.layers.12.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -43538,14 +39216,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2252">
+				<port id="2" precision="FP32" names="1957">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="2905" name="__module.model.layers.12.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="2546" name="__module.model.layers.12.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -43560,14 +39238,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2253,2254,hidden_states.331,hidden_states.333">
+				<port id="2" precision="FP32" names="1958,1959,hidden_states.331,hidden_states.333">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="2906" name="__module.model.layers.12.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2547" name="__module.model.layers.12.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -43582,15 +39260,15 @@
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 			<output>
-				<port id="2" precision="FP32" names="2255,2257">
+				<port id="2" precision="FP32" names="1960,1962">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="2907" name="self.model.layers.12.mlp.gate_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="11008, 32, 128" offset="1771762040" size="22544384" />
+		<layer id="2548" name="self.model.layers.12.mlp.gate_proj.weight" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U4">
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@@ -43599,7 +39277,7 @@
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 			</output>
 		</layer>
-		<layer id="2908" name="Convert_166786" type="Convert" version="opset1">
+		<layer id="2549" name="Convert_73736" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -43616,8 +39294,8 @@
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 		</layer>
-		<layer id="2909" name="self.model.layers.12.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="11008, 32, 1" offset="1794306424" size="176128" />
+		<layer id="2550" name="self.model.layers.12.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="11008, 32, 1" offset="1529403904" size="176128" />
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@@ -43626,7 +39304,7 @@
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 		</layer>
-		<layer id="2910" name="Convert_166788" type="Convert" version="opset1">
+		<layer id="2551" name="Convert_73738" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -43643,7 +39321,7 @@
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 		</layer>
-		<layer id="2911" name="self.model.layers.12.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2552" name="self.model.layers.12.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -43665,8 +39343,8 @@
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-			<data element_type="f16" shape="11008, 32, 1" offset="1794482552" size="704512" />
+		<layer id="2553" name="self.model.layers.12.mlp.gate_proj.weight/scale" type="Const" version="opset1">
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 				<port id="0" precision="FP16">
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@@ -43675,7 +39353,7 @@
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 		</layer>
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@@ -43697,15 +39375,15 @@
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-			<data element_type="i64" shape="2" offset="276281944" size="16" />
+		<layer id="2555" name="Constant_73743" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="268208608" size="16" />
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-		<layer id="2915" name="Reshape_166794" type="Reshape" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
@@ -43724,7 +39402,7 @@
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 			</output>
 		</layer>
-		<layer id="2916" name="self.model.layers.12.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2557" name="self.model.layers.12.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -43739,7 +39417,7 @@
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 			</output>
 		</layer>
-		<layer id="2917" name="__module.model.layers.12.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2558" name="__module.model.layers.12.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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@@ -43753,14 +39431,14 @@
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 			</input>
 			<output>
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-		<layer id="2918" name="__module.model.layers.12.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
+		<layer id="2559" name="__module.model.layers.12.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
 			<input>
 				<port id="0" precision="FP32">
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@@ -43769,101 +39447,141 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>11008</dim>
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 			</output>
 		</layer>
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-			<data element_type="u8" shape="11008, 4096" offset="1795187064" size="45088768" />
+		<layer id="2560" name="self.model.layers.12.mlp.up_proj.weight" type="Const" version="opset1">
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 			<output>
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+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2920" name="Convert_166776" type="Convert" version="opset1">
+		<layer id="2561" name="Convert_73725" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>11008</dim>
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+					<dim>32</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>11008</dim>
-					<dim>4096</dim>
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+					<dim>128</dim>
 				</port>
 			</output>
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-			<data element_type="u8" shape="11008, 1" offset="1840275832" size="11008" />
+		<layer id="2562" name="self.model.layers.12.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="11008, 32, 1" offset="1552828928" size="176128" />
 			<output>
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 					<dim>11008</dim>
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 				</port>
 			</output>
 		</layer>
-		<layer id="2922" name="Convert_166779" type="Convert" version="opset1">
+		<layer id="2563" name="Convert_73727" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>11008</dim>
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 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>11008</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2923" name="self.model.layers.12.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2564" name="self.model.layers.12.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>11008</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>11008</dim>
+					<dim>32</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>11008</dim>
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+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2924" name="self.model.layers.12.mlp.up_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="11008, 1" offset="1840286840" size="22016" />
+		<layer id="2565" name="self.model.layers.12.mlp.up_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="11008, 32, 1" offset="1553005056" size="704512" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>11008</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2925" name="self.model.layers.12.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2566" name="self.model.layers.12.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>11008</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>11008</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>11008</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2567" name="Constant_73732" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="268208608" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2568" name="Reshape_73733" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>11008</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>11008</dim>
@@ -43871,7 +39589,7 @@
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 			</output>
 		</layer>
-		<layer id="2926" name="self.model.layers.12.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2569" name="self.model.layers.12.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -43886,7 +39604,7 @@
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 			</output>
 		</layer>
-		<layer id="2927" name="__module.model.layers.12.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2570" name="__module.model.layers.12.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -43900,14 +39618,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1971">
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 			</output>
 		</layer>
-		<layer id="2928" name="__module.model.layers.12.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="2571" name="__module.model.layers.12.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -43922,15 +39640,15 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>11008</dim>
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="4096, 86, 128" offset="1840308856" size="22544384" />
+		<layer id="2572" name="self.model.layers.12.mlp.down_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 86, 128" offset="1553709568" size="22544384" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -43939,7 +39657,7 @@
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 			</output>
 		</layer>
-		<layer id="2930" name="Convert_166797" type="Convert" version="opset1">
+		<layer id="2573" name="Convert_73747" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -43956,8 +39674,8 @@
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 		</layer>
-		<layer id="2931" name="self.model.layers.12.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 86, 1" offset="1862853240" size="176128" />
+		<layer id="2574" name="self.model.layers.12.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 86, 1" offset="1576253952" size="176128" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -43966,7 +39684,7 @@
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 			</output>
 		</layer>
-		<layer id="2932" name="Convert_166799" type="Convert" version="opset1">
+		<layer id="2575" name="Convert_73749" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -43983,7 +39701,7 @@
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 		</layer>
-		<layer id="2933" name="self.model.layers.12.mlp.down_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -44005,8 +39723,8 @@
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-			<data element_type="f16" shape="4096, 86, 1" offset="1863029368" size="704512" />
+		<layer id="2577" name="self.model.layers.12.mlp.down_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 86, 1" offset="1576430080" size="704512" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -44015,7 +39733,7 @@
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 		</layer>
-		<layer id="2935" name="self.model.layers.12.mlp.down_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -44037,15 +39755,15 @@
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-		<layer id="2936" name="Constant_166804" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="344828776" size="16" />
+		<layer id="2579" name="Constant_73754" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="315058672" size="16" />
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 				<port id="0" precision="I64">
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-		<layer id="2937" name="Reshape_166805" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -44064,7 +39782,7 @@
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 			</output>
 		</layer>
-		<layer id="2938" name="self.model.layers.12.mlp.down_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -44079,7 +39797,7 @@
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 		</layer>
-		<layer id="2939" name="__module.model.layers.12.mlp.down_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2582" name="__module.model.layers.12.mlp.down_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
@@ -44093,14 +39811,14 @@
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 			<output>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -44115,15 +39833,15 @@
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 			<output>
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 					<dim>4096</dim>
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-			<data element_type="f32" shape="1, 1, 4096" offset="1863733880" size="16384" />
+		<layer id="2584" name="Constant_37007" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -44132,7 +39850,7 @@
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-		<layer id="2942" name="Constant_123100" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="209901596" size="4" />
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@@ -44142,7 +39860,7 @@
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-		<layer id="2943" name="Constant_123098" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="209901600" size="4" />
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@@ -44152,7 +39870,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -44167,22 +39885,22 @@
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@@ -44326,7 +40044,7 @@
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@@ -44343,8 +40061,8 @@
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@@ -44353,7 +40071,7 @@
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@@ -44370,7 +40088,7 @@
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@@ -44392,8 +40110,8 @@
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@@ -44402,7 +40120,7 @@
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@@ -44424,7 +40142,7 @@
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@@ -44432,7 +40150,7 @@
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@@ -44451,7 +40169,7 @@
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@@ -44466,7 +40184,7 @@
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-			<data auto_broadcast="numpy" m_pythondiv="true" />
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-				<port id="1" precision="I64" />
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-			<output>
-				<port id="2" precision="I64" />
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-		</layer>
-		<layer id="2983" name="__module.model.layers.13.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
-			<input>
-				<port id="0" precision="I64" />
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-			<output>
-				<port id="1" precision="I64" names="2344,2345,2349,2350" />
-			</output>
-		</layer>
-		<layer id="2984" name="Constant_127760" type="Const" version="opset1">
+		<layer id="2614" name="Constant_11211" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -44782,67 +40312,7 @@
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 			</output>
 		</layer>
-		<layer id="2985" name="__module.model.layers.13.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
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-		<layer id="2986" name="Constant_108677" type="Const" version="opset1">
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-		<layer id="2987" name="ScatterUpdate_108680" type="ScatterUpdate" version="opset3">
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-				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
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-		<layer id="2988" name="Constant_108683" type="Const" version="opset1">
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-				<port id="0" precision="I64">
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-		<layer id="2989" name="Constant_108686" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2615" name="__module.model.layers.13.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -44851,17 +40321,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				<port id="2" precision="I64">
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 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="2030,x2.53">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -44869,8 +40342,8 @@
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 			</output>
 		</layer>
-		<layer id="2991" name="Constant_123102" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="218618356" size="4" />
+		<layer id="2616" name="Constant_37008" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="218618268" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -44880,7 +40353,7 @@
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 			</output>
 		</layer>
-		<layer id="2992" name="__module.model.layers.13.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="2617" name="__module.model.layers.13.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -44897,7 +40370,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2352">
+				<port id="2" precision="FP32" names="2031">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -44905,24 +40378,31 @@
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 			</output>
 		</layer>
-		<layer id="2993" name="Constant_108731" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="2618" name="Constant_11104" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
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+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2994" name="Constant_108736" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
+		<layer id="2619" name="Constant_11148" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2620" name="Constant_11150" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
+			<output>
+				<port id="0" precision="I64">
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 				</port>
 			</output>
 		</layer>
-		<layer id="2995" name="__module.model.layers.13.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2621" name="__module.model.layers.13.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -44931,17 +40411,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="2025">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -44949,7 +40432,7 @@
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 			</output>
 		</layer>
-		<layer id="2996" name="__module.model.layers.13.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="2622" name="__module.model.layers.13.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -44966,7 +40449,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2354">
+				<port id="2" precision="FP32" names="2033">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -44974,41 +40457,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2997" name="__module.model.layers.13.self_attn.rotary_emb/aten::sin/Sin" type="Sin" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			<output>
-				<port id="1" precision="FP32" names="2333,2335,2338,sin.79,sin.81">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-		<layer id="2998" name="__module.model.layers.13.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64" />
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-			<output>
-				<port id="2" precision="FP32" names="2340,sin.83">
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-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2999" name="__module.model.layers.13.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2623" name="__module.model.layers.13.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -45025,7 +40474,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2355">
+				<port id="2" precision="FP32" names="2034">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -45033,7 +40482,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3000" name="__module.model.layers.13.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="2624" name="__module.model.layers.13.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -45050,7 +40499,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2356">
+				<port id="2" precision="FP32" names="2035">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -45058,13 +40507,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3001" name="Constant_160757" type="Const" version="opset1">
+		<layer id="2625" name="Constant_52570" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="3002" name="Constant_160750" type="Const" version="opset1">
+		<layer id="2626" name="Constant_52563" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -45072,7 +40521,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3003" name="Constant_160752" type="Const" version="opset1">
+		<layer id="2627" name="Constant_52565" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -45080,7 +40529,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3004" name="Constant_160754" type="Const" version="opset1">
+		<layer id="2628" name="Constant_52567" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -45088,7 +40537,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3005" name="Concat_160755" type="Concat" version="opset1">
+		<layer id="2629" name="Concat_52568" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -45110,7 +40559,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3006" name="Broadcast_160758" type="Broadcast" version="opset3">
+		<layer id="2630" name="Broadcast_52571" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -45127,7 +40576,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3007" name="ReadValue_155350" type="ReadValue" version="opset6">
+		<layer id="2631" name="ReadValue_49854" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.13.keypresent.13.key" variable_type="f32" variable_shape="?,32,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -45146,13 +40595,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3008" name="Constant_150283" type="Const" version="opset1">
+		<layer id="2632" name="Constant_47451" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3009" name="Gather_150284" type="Gather" version="opset8">
+		<layer id="2633" name="Gather_47452" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -45175,8 +40624,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3010" name="self.model.layers.13.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 128" offset="1872466552" size="8388608" />
+		<layer id="2634" name="self.model.layers.13.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="1585867264" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -45185,7 +40634,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3011" name="Convert_168007" type="Convert" version="opset1">
+		<layer id="2635" name="Convert_74957" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -45202,8 +40651,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3012" name="self.model.layers.13.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 1" offset="1880855160" size="65536" />
+		<layer id="2636" name="self.model.layers.13.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="1594255872" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -45212,7 +40661,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3013" name="Convert_168009" type="Convert" version="opset1">
+		<layer id="2637" name="Convert_74959" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -45229,7 +40678,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3014" name="self.model.layers.13.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2638" name="self.model.layers.13.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -45251,8 +40700,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3015" name="self.model.layers.13.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="1880920696" size="262144" />
+		<layer id="2639" name="self.model.layers.13.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="1594321408" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -45261,7 +40710,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3016" name="self.model.layers.13.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2640" name="self.model.layers.13.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -45283,7 +40732,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3017" name="Constant_168014" type="Const" version="opset1">
+		<layer id="2641" name="Constant_74964" type="Const" version="opset1">
 			<data element_type="i64" shape="2" offset="218617904" size="16" />
 			<output>
 				<port id="0" precision="I64">
@@ -45291,7 +40740,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3018" name="Reshape_168015" type="Reshape" version="opset1">
+		<layer id="2642" name="Reshape_74965" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -45310,7 +40759,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3019" name="self.model.layers.13.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2643" name="self.model.layers.13.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -45325,7 +40774,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3020" name="__module.model.layers.13.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2644" name="__module.model.layers.13.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -45339,14 +40788,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2302,key_states.31">
+				<port id="2" precision="FP32" names="2006,key_states.31">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3021" name="Constant_130315" type="Const" version="opset1">
+		<layer id="2645" name="Constant_40387" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="218617920" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -45354,7 +40803,7 @@
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 		</layer>
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+		<layer id="2646" name="__module.model.layers.13.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
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@@ -45367,7 +40816,7 @@
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+				<port id="2" precision="FP32" names="2013">
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -45375,7 +40824,7 @@
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 		</layer>
-		<layer id="3023" name="__module.model.layers.13.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="2647" name="__module.model.layers.13.self_attn/aten::transpose/Constant_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
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@@ -45383,7 +40832,7 @@
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 			</output>
 		</layer>
-		<layer id="3024" name="__module.model.layers.13.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="2648" name="__module.model.layers.13.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -45396,7 +40845,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2310,k.27">
+				<port id="2" precision="FP32" names="2014,k.27">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -45404,7 +40853,7 @@
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 			</output>
 		</layer>
-		<layer id="3025" name="__module.model.layers.13.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="2649" name="__module.model.layers.13.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -45421,7 +40870,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2036">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -45429,144 +40878,31 @@
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 		</layer>
-		<layer id="3026" name="Constant_108779" type="Const" version="opset1">
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-				<port id="0" precision="I64">
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-		<layer id="3027" name="Constant_108778" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="2650" name="Constant_11350" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
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 				<port id="0" precision="I64">
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-			<input>
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-		<layer id="3029" name="__module.model.layers.13.self_attn/aten::size/Constant_5" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
-			<output>
-				<port id="0" precision="I32" />
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-		</layer>
-		<layer id="3030" name="__module.model.layers.13.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="I64">
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-			<output>
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-		<layer id="3031" name="__module.model.layers.13.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
-			<data auto_broadcast="numpy" m_pythondiv="true" />
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-				<port id="1" precision="I64" />
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-			<output>
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-		<layer id="3032" name="__module.model.layers.13.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
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-			<output>
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-		<layer id="3033" name="Constant_127762" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618224" size="8" />
+		<layer id="2651" name="Constant_11352" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618252" size="8" />
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 				<port id="0" precision="I64">
 					<dim>1</dim>
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 			</output>
 		</layer>
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-		<layer id="3035" name="Constant_108777" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="2652" name="Constant_11354" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
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 				<port id="0" precision="I64">
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-		<layer id="3037" name="Constant_108783" type="Const" version="opset1">
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2653" name="__module.model.layers.13.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -45575,17 +40911,20 @@
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 				</port>
 				<port id="1" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
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 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -45593,8 +40932,8 @@
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 			</output>
 		</layer>
-		<layer id="3040" name="Constant_123103" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="218618356" size="4" />
+		<layer id="2654" name="Constant_37009" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="218618268" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -45604,7 +40943,7 @@
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 			</output>
 		</layer>
-		<layer id="3041" name="__module.model.layers.13.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2655" name="__module.model.layers.13.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -45621,7 +40960,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2047">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -45629,24 +40968,31 @@
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 			</output>
 		</layer>
-		<layer id="3042" name="Constant_108831" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="2656" name="Constant_11247" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="3043" name="Constant_108836" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
+		<layer id="2657" name="Constant_11291" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2658" name="Constant_11293" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2659" name="__module.model.layers.13.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -45655,17 +41001,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="2041">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -45673,7 +41022,7 @@
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 			</output>
 		</layer>
-		<layer id="3045" name="__module.model.layers.13.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="2660" name="__module.model.layers.13.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -45690,7 +41039,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2370">
+				<port id="2" precision="FP32" names="2049">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -45698,7 +41047,7 @@
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 			</output>
 		</layer>
-		<layer id="3046" name="__module.model.layers.13.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="2661" name="__module.model.layers.13.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -45715,7 +41064,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2371">
+				<port id="2" precision="FP32" names="2050">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -45723,7 +41072,7 @@
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 			</output>
 		</layer>
-		<layer id="3047" name="__module.model.layers.13.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="2662" name="__module.model.layers.13.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -45740,7 +41089,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2372">
+				<port id="2" precision="FP32" names="2051">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -45748,7 +41097,7 @@
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 			</output>
 		</layer>
-		<layer id="3048" name="__module.model.layers.13.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="2663" name="__module.model.layers.13.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -45773,13 +41122,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3049" name="Constant_160770" type="Const" version="opset1">
+		<layer id="2664" name="Constant_52582" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="3050" name="Constant_160763" type="Const" version="opset1">
+		<layer id="2665" name="Constant_52575" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -45787,7 +41136,7 @@
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 			</output>
 		</layer>
-		<layer id="3051" name="Constant_160765" type="Const" version="opset1">
+		<layer id="2666" name="Constant_52577" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -45795,7 +41144,7 @@
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 			</output>
 		</layer>
-		<layer id="3052" name="Constant_160767" type="Const" version="opset1">
+		<layer id="2667" name="Constant_52579" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -45803,7 +41152,7 @@
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 			</output>
 		</layer>
-		<layer id="3053" name="Concat_160768" type="Concat" version="opset1">
+		<layer id="2668" name="Concat_52580" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -45825,7 +41174,7 @@
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 			</output>
 		</layer>
-		<layer id="3054" name="Broadcast_160771" type="Broadcast" version="opset3">
+		<layer id="2669" name="Broadcast_52583" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -45842,7 +41191,7 @@
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 			</output>
 		</layer>
-		<layer id="3055" name="ReadValue_155352" type="ReadValue" version="opset6">
+		<layer id="2670" name="ReadValue_49856" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.13.valuepresent.13.value" variable_type="f32" variable_shape="?,32,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -45861,13 +41210,13 @@
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 			</output>
 		</layer>
-		<layer id="3056" name="Constant_150286" type="Const" version="opset1">
+		<layer id="2671" name="Constant_47454" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3057" name="Gather_150287" type="Gather" version="opset8">
+		<layer id="2672" name="Gather_47455" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -45890,94 +41239,134 @@
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 			</output>
 		</layer>
-		<layer id="3058" name="self.model.layers.13.self_attn.v_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="4096, 4096" offset="1881182840" size="16777216" />
+		<layer id="2673" name="self.model.layers.13.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="1594583552" size="8388608" />
 			<output>
-				<port id="0" precision="U8">
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+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3059" name="Convert_168019" type="Convert" version="opset1">
+		<layer id="2674" name="Convert_74968" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u8" shape="4096, 1" offset="1897960056" size="4096" />
+		<layer id="2675" name="self.model.layers.13.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="1602972160" size="65536" />
 			<output>
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+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
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 			</output>
 		</layer>
-		<layer id="3061" name="Convert_168022" type="Convert" version="opset1">
+		<layer id="2676" name="Convert_74970" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="3062" name="self.model.layers.13.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2677" name="self.model.layers.13.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="3063" name="self.model.layers.13.self_attn.v_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 1" offset="1897964152" size="8192" />
+		<layer id="2678" name="self.model.layers.13.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="1603037696" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="3064" name="self.model.layers.13.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2679" name="self.model.layers.13.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2680" name="Constant_74975" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="218617904" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2681" name="Reshape_74976" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
@@ -45985,7 +41374,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3065" name="self.model.layers.13.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2682" name="self.model.layers.13.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -46000,7 +41389,7 @@
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 			</output>
 		</layer>
-		<layer id="3066" name="__module.model.layers.13.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2683" name="__module.model.layers.13.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -46014,14 +41403,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2304,value_states.27">
+				<port id="2" precision="FP32" names="2008,value_states.27">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3067" name="Constant_130316" type="Const" version="opset1">
+		<layer id="2684" name="Constant_40388" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="218617920" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -46029,7 +41418,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3068" name="__module.model.layers.13.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="2685" name="__module.model.layers.13.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -46042,7 +41431,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2312">
+				<port id="2" precision="FP32" names="2016">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -46050,7 +41439,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3069" name="__module.model.layers.13.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="2686" name="__module.model.layers.13.self_attn/aten::transpose/Constant_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -46058,7 +41447,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3070" name="__module.model.layers.13.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="2687" name="__module.model.layers.13.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -46071,7 +41460,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2313">
+				<port id="2" precision="FP32" names="2017">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -46079,7 +41468,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3071" name="__module.model.layers.13.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="2688" name="__module.model.layers.13.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -46104,31 +41493,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3072" name="Constant_108881" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
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-		<layer id="3073" name="Constant_108882" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
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-		</layer>
-		<layer id="3074" name="Constant_108878" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="2689" name="Constant_11418" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3075" name="ShapeOf_128852" type="ShapeOf" version="opset3">
+		<layer id="2690" name="ShapeOf_38960" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -46144,21 +41517,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3076" name="Constant_128853" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618284" size="8" />
+		<layer id="2691" name="Constant_38961" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="236050872" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3077" name="Constant_128854" type="Const" version="opset1">
+		<layer id="2692" name="Constant_38962" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3078" name="Gather_128855" type="Gather" version="opset8">
+		<layer id="2693" name="Gather_38963" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -46175,7 +41548,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3079" name="ShapeOf_128856" type="ShapeOf" version="opset3">
+		<layer id="2694" name="ShapeOf_38964" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -46191,21 +41564,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3080" name="Constant_128857" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618284" size="8" />
+		<layer id="2695" name="Constant_38965" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="236050872" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3081" name="Constant_128858" type="Const" version="opset1">
+		<layer id="2696" name="Constant_38966" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3082" name="Gather_128859" type="Gather" version="opset8">
+		<layer id="2697" name="Gather_38967" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -46222,7 +41595,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3083" name="Add_128860" type="Add" version="opset1">
+		<layer id="2698" name="Add_38968" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I64">
@@ -46233,50 +41606,20 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="I64" names="2377">
+				<port id="2" precision="I64" names="2056">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3084" name="Constant_108877" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="2699" name="Constant_11421" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
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-		</layer>
-		<layer id="3085" name="ScatterUpdate_108883" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="3" precision="I32">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="3086" name="Constant_108886" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
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-		<layer id="3087" name="__module.model.layers.13.self_attn/aten::slice/Slice_7" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2700" name="__module.model.layers.13.self_attn/aten::slice/Slice_7" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -46285,17 +41628,20 @@
 					<dim>-1</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2381">
+				<port id="5" precision="FP32" names="2060">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
@@ -46303,7 +41649,7 @@
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 			</output>
 		</layer>
-		<layer id="3088" name="__module.model.layers.13.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="2701" name="__module.model.layers.13.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -46332,7 +41678,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2382,attn_output.53">
+				<port id="4" precision="FP32" names="2061,attn_output.53">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -46340,7 +41686,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3089" name="__module.model.layers.13.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="2702" name="__module.model.layers.13.self_attn/aten::transpose/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -46348,7 +41694,7 @@
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 			</output>
 		</layer>
-		<layer id="3090" name="__module.model.layers.13.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="2703" name="__module.model.layers.13.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -46361,7 +41707,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2383">
+				<port id="2" precision="FP32" names="2062">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -46369,7 +41715,7 @@
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 			</output>
 		</layer>
-		<layer id="3091" name="__module.model.layers.13.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+		<layer id="2704" name="__module.model.layers.13.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -46384,21 +41730,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3092" name="Constant_102756" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="244124208" size="16" />
+		<layer id="2705" name="Constant_33943" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="236050896" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3093" name="Constant_102757" type="Const" version="opset1">
+		<layer id="2706" name="Constant_33944" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3094" name="Gather_102758" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -46415,7 +41761,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3095" name="__module.model.layers.13.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+		<layer id="2708" name="Constant_11495" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="209901604" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2709" name="__module.model.layers.13.self_attn/prim::ListConstruct_3" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -46426,12 +41780,12 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="I64" names="2385">
+				<port id="2" precision="I64">
 					<dim>3</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3096" name="__module.model.layers.13.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+		<layer id="2710" name="__module.model.layers.13.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
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@@ -46445,101 +41799,141 @@
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-			<data element_type="u8" shape="4096, 4096" offset="1897972344" size="16777216" />
+		<layer id="2711" name="self.model.layers.13.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="1603299840" size="8388608" />
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+					<dim>32</dim>
+					<dim>128</dim>
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 		</layer>
-		<layer id="3098" name="Convert_168041" type="Convert" version="opset1">
+		<layer id="2712" name="Convert_74990" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
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+					<dim>128</dim>
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 		</layer>
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-			<data element_type="u8" shape="4096, 1" offset="1914749560" size="4096" />
+		<layer id="2713" name="self.model.layers.13.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="1611688448" size="65536" />
 			<output>
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+					<dim>32</dim>
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 				</port>
 			</output>
 		</layer>
-		<layer id="3100" name="Convert_168044" type="Convert" version="opset1">
+		<layer id="2714" name="Convert_74992" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3101" name="self.model.layers.13.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2715" name="self.model.layers.13.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3102" name="self.model.layers.13.self_attn.o_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 1" offset="1914753656" size="8192" />
+		<layer id="2716" name="self.model.layers.13.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="1611753984" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3103" name="self.model.layers.13.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2717" name="self.model.layers.13.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2718" name="Constant_74997" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="218617904" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2719" name="Reshape_74998" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
@@ -46547,7 +41941,7 @@
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 			</output>
 		</layer>
-		<layer id="3104" name="self.model.layers.13.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2720" name="self.model.layers.13.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -46562,13 +41956,13 @@
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 		</layer>
-		<layer id="3105" name="__module.model.layers.13.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2721" name="__module.model.layers.13.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
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+					<dim>-1</dim>
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 				<port id="1" precision="FP32">
 					<dim>4096</dim>
@@ -46576,14 +41970,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2388,2390,hidden_states.351">
+				<port id="2" precision="FP32" names="2067,2069,hidden_states.351">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 			</output>
 		</layer>
-		<layer id="3106" name="__module.model.layers.13/aten::add/Add" type="Add" version="opset1">
+		<layer id="2722" name="__module.model.layers.13/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -46598,15 +41992,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2393,2395,2406,hidden_states.353,hidden_states.355">
+				<port id="2" precision="FP32" names="2072,2074,2085,hidden_states.353,hidden_states.355">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="3107" name="Constant_123107" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 4096" offset="1914761848" size="16384" />
+		<layer id="2723" name="Constant_37013" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 4096" offset="1612016128" size="16384" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -46615,7 +42009,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3108" name="Constant_123106" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="209901596" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -46625,7 +42019,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3109" name="Constant_123104" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="209901600" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -46635,7 +42029,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3110" name="__module.model.layers.13.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="2726" name="__module.model.layers.13.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -46650,22 +42044,22 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2075">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="3111" name="Constant_7207" type="Const" version="opset1">
+		<layer id="2727" name="Constant_11522" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="209901604" size="8" />
 			<output>
-				<port id="0" precision="I64" names="2397">
+				<port id="0" precision="I64" names="2076">
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 		</layer>
-		<layer id="3112" name="__module.model.layers.13.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="2728" name="__module.model.layers.13.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -46678,14 +42072,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2398,variance.55">
+				<port id="2" precision="FP32" names="2077,variance.55">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="3113" name="Constant_123105" type="Const" version="opset1">
+		<layer id="2729" name="Constant_37011" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="209901612" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -46695,7 +42089,7 @@
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 			</output>
 		</layer>
-		<layer id="3114" name="__module.model.layers.13.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="2730" name="__module.model.layers.13.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -46710,14 +42104,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2399">
+				<port id="2" precision="FP32" names="2078">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="3115" name="__module.model.layers.13.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="2731" name="__module.model.layers.13.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -46733,7 +42127,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3116" name="__module.model.layers.13.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="2732" name="__module.model.layers.13.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -46748,14 +42142,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2400">
+				<port id="2" precision="FP32" names="2079">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="3117" name="__module.model.layers.13.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="2733" name="__module.model.layers.13.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -46770,14 +42164,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2401,2402,hidden_states.357,hidden_states.359">
+				<port id="2" precision="FP32" names="2080,2081,hidden_states.357,hidden_states.359">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="3118" name="__module.model.layers.13.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2734" name="__module.model.layers.13.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -46792,15 +42186,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2403,2405">
+				<port id="2" precision="FP32" names="2082,2084">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="3119" name="self.model.layers.13.mlp.gate_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="11008, 32, 128" offset="1914778232" size="22544384" />
+		<layer id="2735" name="self.model.layers.13.mlp.gate_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="11008, 32, 128" offset="1612032512" size="22544384" />
 			<output>
 				<port id="0" precision="U4">
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@@ -46809,7 +42203,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3120" name="Convert_166819" type="Convert" version="opset1">
+		<layer id="2736" name="Convert_73769" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -46826,8 +42220,8 @@
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 			</output>
 		</layer>
-		<layer id="3121" name="self.model.layers.13.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="11008, 32, 1" offset="1937322616" size="176128" />
+		<layer id="2737" name="self.model.layers.13.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="11008, 32, 1" offset="1634576896" size="176128" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>11008</dim>
@@ -46836,7 +42230,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3122" name="Convert_166821" type="Convert" version="opset1">
+		<layer id="2738" name="Convert_73771" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -46853,7 +42247,7 @@
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 			</output>
 		</layer>
-		<layer id="3123" name="self.model.layers.13.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2739" name="self.model.layers.13.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -46875,8 +42269,8 @@
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-		<layer id="3124" name="self.model.layers.13.mlp.gate_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="11008, 32, 1" offset="1937498744" size="704512" />
+		<layer id="2740" name="self.model.layers.13.mlp.gate_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="11008, 32, 1" offset="1634753024" size="704512" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>11008</dim>
@@ -46885,7 +42279,7 @@
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 		</layer>
-		<layer id="3125" name="self.model.layers.13.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2741" name="self.model.layers.13.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -46907,15 +42301,15 @@
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-		<layer id="3126" name="Constant_166826" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="276281944" size="16" />
+		<layer id="2742" name="Constant_73776" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="268208608" size="16" />
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-		<layer id="3127" name="Reshape_166827" type="Reshape" version="opset1">
+		<layer id="2743" name="Reshape_73777" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -46934,7 +42328,7 @@
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 			</output>
 		</layer>
-		<layer id="3128" name="self.model.layers.13.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2744" name="self.model.layers.13.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -46949,7 +42343,7 @@
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 		</layer>
-		<layer id="3129" name="__module.model.layers.13.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2745" name="__module.model.layers.13.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -46963,14 +42357,14 @@
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 			<output>
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@@ -46979,101 +42373,141 @@
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 			<data destination_type="f16" />
 			<input>
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 			<output>
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-			<data element_type="u8" shape="11008, 1" offset="1983292024" size="11008" />
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-		<layer id="3134" name="Convert_166812" type="Convert" version="opset1">
+		<layer id="2750" name="Convert_73760" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>11008</dim>
+					<dim>32</dim>
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 		</layer>
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+		<layer id="2751" name="self.model.layers.13.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
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 				<port id="1" precision="FP16">
 					<dim>11008</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>11008</dim>
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-			<data element_type="f16" shape="11008, 1" offset="1983303032" size="22016" />
+		<layer id="2752" name="self.model.layers.13.mlp.up_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>11008</dim>
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 		</layer>
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+		<layer id="2753" name="self.model.layers.13.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>11008</dim>
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 				<port id="1" precision="FP16">
 					<dim>11008</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>11008</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
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+		<layer id="2754" name="Constant_73765" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="268208608" size="16" />
+			<output>
+				<port id="0" precision="I64">
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+		<layer id="2755" name="Reshape_73766" type="Reshape" version="opset1">
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+			<input>
+				<port id="0" precision="FP16">
+					<dim>11008</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I64">
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 			<output>
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 					<dim>11008</dim>
@@ -47081,7 +42515,7 @@
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 		</layer>
-		<layer id="3138" name="self.model.layers.13.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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 			<input>
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@@ -47096,7 +42530,7 @@
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+		<layer id="2757" name="__module.model.layers.13.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -47110,14 +42544,14 @@
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 			<output>
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 					<dim>11008</dim>
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-		<layer id="3140" name="__module.model.layers.13.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="2758" name="__module.model.layers.13.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
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 			<input>
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@@ -47132,15 +42566,15 @@
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 			<output>
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 					<dim>11008</dim>
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-			<data element_type="u4" shape="4096, 86, 128" offset="1983325048" size="22544384" />
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 				<port id="0" precision="U4">
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@@ -47149,7 +42583,7 @@
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 			</output>
 		</layer>
-		<layer id="3142" name="Convert_166830" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -47166,8 +42600,8 @@
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-			<data element_type="u4" shape="4096, 86, 1" offset="2005869432" size="176128" />
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+			<data element_type="u4" shape="4096, 86, 1" offset="1681426944" size="176128" />
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 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -47176,7 +42610,7 @@
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 			</output>
 		</layer>
-		<layer id="3144" name="Convert_166832" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -47193,7 +42627,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -47215,8 +42649,8 @@
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-			<data element_type="f16" shape="4096, 86, 1" offset="2006045560" size="704512" />
+		<layer id="2764" name="self.model.layers.13.mlp.down_proj.weight/scale" type="Const" version="opset1">
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 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -47225,7 +42659,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -47247,15 +42681,15 @@
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-			<data element_type="i64" shape="2" offset="344828776" size="16" />
+		<layer id="2766" name="Constant_73787" type="Const" version="opset1">
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-		<layer id="3149" name="Reshape_166838" type="Reshape" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
@@ -47274,7 +42708,7 @@
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 		</layer>
-		<layer id="3150" name="self.model.layers.13.mlp.down_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -47289,7 +42723,7 @@
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 		</layer>
-		<layer id="3151" name="__module.model.layers.13.mlp.down_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
@@ -47303,14 +42737,14 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
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 		</layer>
-		<layer id="3152" name="__module.model.layers.13/aten::add/Add_1" type="Add" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -47325,15 +42759,15 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>4096</dim>
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+		<layer id="2771" name="Constant_37017" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -47342,7 +42776,7 @@
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 		</layer>
-		<layer id="3154" name="Constant_123110" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="209901596" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -47352,7 +42786,7 @@
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-		<layer id="3155" name="Constant_123108" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="209901600" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -47362,7 +42796,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -47377,22 +42811,22 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>4096</dim>
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-		<layer id="3157" name="Constant_7278" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="209901604" size="8" />
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@@ -47405,14 +42839,14 @@
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 			<output>
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-		<layer id="3159" name="Constant_123109" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="209901612" size="4" />
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@@ -47422,7 +42856,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -47437,14 +42871,14 @@
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 			<input>
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@@ -47460,7 +42894,7 @@
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -47475,14 +42909,14 @@
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@@ -47497,14 +42931,14 @@
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 		</layer>
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+		<layer id="2782" name="__module.model.layers.14.input_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -47519,15 +42953,15 @@
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
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 					<dim>4096</dim>
@@ -47536,7 +42970,7 @@
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 			</output>
 		</layer>
-		<layer id="3166" name="Convert_168073" type="Convert" version="opset1">
+		<layer id="2784" name="Convert_75023" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -47553,8 +42987,8 @@
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="4096, 32, 1" offset="2015155064" size="65536" />
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+			<data element_type="u4" shape="4096, 32, 1" offset="1690712576" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -47563,7 +42997,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3168" name="Convert_168075" type="Convert" version="opset1">
+		<layer id="2786" name="Convert_75025" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -47580,7 +43014,7 @@
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 			</output>
 		</layer>
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+		<layer id="2787" name="self.model.layers.14.self_attn.q_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -47602,8 +43036,8 @@
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 		</layer>
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-			<data element_type="f16" shape="4096, 32, 1" offset="2015220600" size="262144" />
+		<layer id="2788" name="self.model.layers.14.self_attn.q_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="1690778112" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -47612,7 +43046,7 @@
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 			</output>
 		</layer>
-		<layer id="3171" name="self.model.layers.14.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2789" name="self.model.layers.14.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -47634,7 +43068,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3172" name="Constant_168080" type="Const" version="opset1">
+		<layer id="2790" name="Constant_75030" type="Const" version="opset1">
 			<data element_type="i64" shape="2" offset="218617904" size="16" />
 			<output>
 				<port id="0" precision="I64">
@@ -47642,7 +43076,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3173" name="Reshape_168081" type="Reshape" version="opset1">
+		<layer id="2791" name="Reshape_75031" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -47661,7 +43095,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3174" name="self.model.layers.14.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2792" name="self.model.layers.14.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -47676,7 +43110,7 @@
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 			</output>
 		</layer>
-		<layer id="3175" name="__module.model.layers.14.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2793" name="__module.model.layers.14.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -47690,14 +43124,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2126,query_states.29">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3176" name="Constant_130317" type="Const" version="opset1">
+		<layer id="2794" name="Constant_40389" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="218617920" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -47705,7 +43139,7 @@
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 			</output>
 		</layer>
-		<layer id="3177" name="__module.model.layers.14.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
+		<layer id="2795" name="__module.model.layers.14.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -47718,7 +43152,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2454">
+				<port id="2" precision="FP32" names="2132">
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -47726,7 +43160,7 @@
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 			</output>
 		</layer>
-		<layer id="3178" name="__module.model.layers.14.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
+		<layer id="2796" name="__module.model.layers.14.self_attn/aten::transpose/Constant" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -47734,7 +43168,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3179" name="__module.model.layers.14.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
+		<layer id="2797" name="__module.model.layers.14.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -47747,7 +43181,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2133,q.29">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -47755,142 +43189,7 @@
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 			</output>
 		</layer>
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-			<input>
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-		<layer id="3188" name="__module.model.layers.14.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="2798" name="__module.model.layers.14.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -47907,7 +43206,7 @@
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 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -47915,144 +43214,31 @@
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+		<layer id="2802" name="__module.model.layers.14.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
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+				<port id="4" precision="I64">
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 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="2152,x2.57">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -48079,8 +43268,8 @@
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-		<layer id="3203" name="Constant_123112" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="218618356" size="4" />
+		<layer id="2803" name="Constant_37018" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -48090,7 +43279,7 @@
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 			</output>
 		</layer>
-		<layer id="3204" name="__module.model.layers.14.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="2804" name="__module.model.layers.14.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48107,7 +43296,7 @@
 				</port>
 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2153">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -48115,24 +43304,31 @@
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 			</output>
 		</layer>
-		<layer id="3205" name="Constant_108943" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="2805" name="Constant_11884" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="3206" name="Constant_108948" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
+		<layer id="2806" name="Constant_11928" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2807" name="Constant_11930" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
+			<output>
+				<port id="0" precision="I64">
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+			</output>
+		</layer>
+		<layer id="2808" name="__module.model.layers.14.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -48141,17 +43337,20 @@
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 				</port>
 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="2147">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -48159,7 +43358,7 @@
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 			</output>
 		</layer>
-		<layer id="3208" name="__module.model.layers.14.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="2809" name="__module.model.layers.14.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48176,7 +43375,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2155">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -48184,41 +43383,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3209" name="__module.model.layers.14.self_attn.rotary_emb/aten::sin/Sin" type="Sin" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-					<dim>-1</dim>
-					<dim>128</dim>
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-		<layer id="3210" name="__module.model.layers.14.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
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-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64" />
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-			<output>
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-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			</output>
-		</layer>
-		<layer id="3211" name="__module.model.layers.14.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2810" name="__module.model.layers.14.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48235,7 +43400,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2503">
+				<port id="2" precision="FP32" names="2156">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -48243,7 +43408,7 @@
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 			</output>
 		</layer>
-		<layer id="3212" name="__module.model.layers.14.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="2811" name="__module.model.layers.14.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48260,7 +43425,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2504">
+				<port id="2" precision="FP32" names="2157">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -48268,13 +43433,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3213" name="Constant_160783" type="Const" version="opset1">
+		<layer id="2812" name="Constant_52594" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="3214" name="Constant_160776" type="Const" version="opset1">
+		<layer id="2813" name="Constant_52587" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -48282,7 +43447,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3215" name="Constant_160778" type="Const" version="opset1">
+		<layer id="2814" name="Constant_52589" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -48290,7 +43455,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3216" name="Constant_160780" type="Const" version="opset1">
+		<layer id="2815" name="Constant_52591" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -48298,7 +43463,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3217" name="Concat_160781" type="Concat" version="opset1">
+		<layer id="2816" name="Concat_52592" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -48320,7 +43485,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3218" name="Broadcast_160784" type="Broadcast" version="opset3">
+		<layer id="2817" name="Broadcast_52595" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -48337,7 +43502,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3219" name="ReadValue_155354" type="ReadValue" version="opset6">
+		<layer id="2818" name="ReadValue_49858" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.14.keypresent.14.key" variable_type="f32" variable_shape="?,32,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48356,13 +43521,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3220" name="Constant_150289" type="Const" version="opset1">
+		<layer id="2819" name="Constant_47457" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3221" name="Gather_150290" type="Gather" version="opset8">
+		<layer id="2820" name="Gather_47458" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48385,8 +43550,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3222" name="self.model.layers.14.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 128" offset="2015482744" size="8388608" />
+		<layer id="2821" name="self.model.layers.14.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="1691040256" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -48395,7 +43560,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3223" name="Convert_168051" type="Convert" version="opset1">
+		<layer id="2822" name="Convert_75001" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -48412,8 +43577,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3224" name="self.model.layers.14.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 1" offset="2023871352" size="65536" />
+		<layer id="2823" name="self.model.layers.14.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="1699428864" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -48422,7 +43587,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3225" name="Convert_168053" type="Convert" version="opset1">
+		<layer id="2824" name="Convert_75003" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -48439,7 +43604,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3226" name="self.model.layers.14.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2825" name="self.model.layers.14.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -48461,8 +43626,8 @@
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 			</output>
 		</layer>
-		<layer id="3227" name="self.model.layers.14.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="2023936888" size="262144" />
+		<layer id="2826" name="self.model.layers.14.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="1699494400" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -48471,7 +43636,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3228" name="self.model.layers.14.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2827" name="self.model.layers.14.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -48493,7 +43658,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3229" name="Constant_168058" type="Const" version="opset1">
+		<layer id="2828" name="Constant_75008" type="Const" version="opset1">
 			<data element_type="i64" shape="2" offset="218617904" size="16" />
 			<output>
 				<port id="0" precision="I64">
@@ -48501,7 +43666,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3230" name="Reshape_168059" type="Reshape" version="opset1">
+		<layer id="2829" name="Reshape_75009" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -48520,7 +43685,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3231" name="self.model.layers.14.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2830" name="self.model.layers.14.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -48535,7 +43700,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3232" name="__module.model.layers.14.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2831" name="__module.model.layers.14.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48549,14 +43714,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2450,key_states.33">
+				<port id="2" precision="FP32" names="2128,key_states.33">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3233" name="Constant_130318" type="Const" version="opset1">
+		<layer id="2832" name="Constant_40390" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="218617920" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -48564,7 +43729,7 @@
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 			</output>
 		</layer>
-		<layer id="3234" name="__module.model.layers.14.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="2833" name="__module.model.layers.14.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48577,7 +43742,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2457">
+				<port id="2" precision="FP32" names="2135">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -48585,7 +43750,7 @@
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 			</output>
 		</layer>
-		<layer id="3235" name="__module.model.layers.14.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="2834" name="__module.model.layers.14.self_attn/aten::transpose/Constant_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -48593,7 +43758,7 @@
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 			</output>
 		</layer>
-		<layer id="3236" name="__module.model.layers.14.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="2835" name="__module.model.layers.14.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -48606,7 +43771,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2458,k.29">
+				<port id="2" precision="FP32" names="2136,k.29">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -48614,7 +43779,7 @@
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 			</output>
 		</layer>
-		<layer id="3237" name="__module.model.layers.14.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="2836" name="__module.model.layers.14.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48631,7 +43796,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2505">
+				<port id="2" precision="FP32" names="2158">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -48639,76 +43804,23 @@
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 			</output>
 		</layer>
-		<layer id="3238" name="Constant_108991" type="Const" version="opset1">
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-				<port id="0" precision="I64">
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-		<layer id="3239" name="Constant_108990" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="2837" name="Constant_12130" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="3240" name="__module.model.layers.14.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
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-			<input>
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-					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			</input>
+		<layer id="2838" name="Constant_12132" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618252" size="8" />
 			<output>
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-			<input>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="3245" name="Constant_127766" type="Const" version="opset1">
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@@ -48716,67 +43828,7 @@
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2840" name="__module.model.layers.14.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
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@@ -48785,17 +43837,20 @@
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 				<port id="1" precision="I64">
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+					<dim>1</dim>
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 			<output>
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 					<dim>32</dim>
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@@ -48803,8 +43858,8 @@
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 		</layer>
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-			<data element_type="f32" shape="1, 1, 1, 1" offset="218618356" size="4" />
+		<layer id="2841" name="Constant_37019" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -48814,7 +43869,7 @@
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 			</output>
 		</layer>
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+		<layer id="2842" name="__module.model.layers.14.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48831,7 +43886,7 @@
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 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -48839,24 +43894,31 @@
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 			</output>
 		</layer>
-		<layer id="3254" name="Constant_109043" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="2843" name="Constant_12027" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="3255" name="Constant_109048" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
+		<layer id="2844" name="Constant_12071" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
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 			</output>
 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2845" name="Constant_12073" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2846" name="__module.model.layers.14.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -48865,17 +43927,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				</port>
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="2163">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -48883,7 +43948,7 @@
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 			</output>
 		</layer>
-		<layer id="3257" name="__module.model.layers.14.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="2847" name="__module.model.layers.14.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48900,7 +43965,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2518">
+				<port id="2" precision="FP32" names="2171">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -48908,7 +43973,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3258" name="__module.model.layers.14.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="2848" name="__module.model.layers.14.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48925,7 +43990,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2519">
+				<port id="2" precision="FP32" names="2172">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -48933,7 +43998,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3259" name="__module.model.layers.14.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="2849" name="__module.model.layers.14.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48950,7 +44015,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2520">
+				<port id="2" precision="FP32" names="2173">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -48958,7 +44023,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3260" name="__module.model.layers.14.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="2850" name="__module.model.layers.14.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48983,13 +44048,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3261" name="Constant_160796" type="Const" version="opset1">
+		<layer id="2851" name="Constant_52606" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="3262" name="Constant_160789" type="Const" version="opset1">
+		<layer id="2852" name="Constant_52599" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -48997,7 +44062,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3263" name="Constant_160791" type="Const" version="opset1">
+		<layer id="2853" name="Constant_52601" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -49005,7 +44070,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3264" name="Constant_160793" type="Const" version="opset1">
+		<layer id="2854" name="Constant_52603" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -49013,7 +44078,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3265" name="Concat_160794" type="Concat" version="opset1">
+		<layer id="2855" name="Concat_52604" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -49035,7 +44100,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3266" name="Broadcast_160797" type="Broadcast" version="opset3">
+		<layer id="2856" name="Broadcast_52607" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -49052,7 +44117,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3267" name="ReadValue_155356" type="ReadValue" version="opset6">
+		<layer id="2857" name="ReadValue_49860" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.14.valuepresent.14.value" variable_type="f32" variable_shape="?,32,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -49071,13 +44136,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3268" name="Constant_150292" type="Const" version="opset1">
+		<layer id="2858" name="Constant_47460" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3269" name="Gather_150293" type="Gather" version="opset8">
+		<layer id="2859" name="Gather_47461" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -49100,94 +44165,134 @@
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 			</output>
 		</layer>
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-			<data element_type="u8" shape="4096, 4096" offset="2024199032" size="16777216" />
+		<layer id="2860" name="self.model.layers.14.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="1699756544" size="8388608" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3271" name="Convert_168063" type="Convert" version="opset1">
+		<layer id="2861" name="Convert_75012" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3272" name="self.model.layers.14.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="4096, 1" offset="2040976248" size="4096" />
+		<layer id="2862" name="self.model.layers.14.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="1708145152" size="65536" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3273" name="Convert_168066" type="Convert" version="opset1">
+		<layer id="2863" name="Convert_75014" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3274" name="self.model.layers.14.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2864" name="self.model.layers.14.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 		</layer>
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-			<data element_type="f16" shape="4096, 1" offset="2040980344" size="8192" />
+		<layer id="2865" name="self.model.layers.14.self_attn.v_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
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+		<layer id="2866" name="self.model.layers.14.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
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+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
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+		</layer>
+		<layer id="2867" name="Constant_75019" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="218617904" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
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+			</output>
+		</layer>
+		<layer id="2868" name="Reshape_75020" type="Reshape" version="opset1">
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+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I64">
+					<dim>2</dim>
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 			<output>
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 					<dim>4096</dim>
@@ -49195,7 +44300,7 @@
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 		</layer>
-		<layer id="3277" name="self.model.layers.14.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2869" name="self.model.layers.14.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -49210,7 +44315,7 @@
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 			</output>
 		</layer>
-		<layer id="3278" name="__module.model.layers.14.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2870" name="__module.model.layers.14.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -49224,14 +44329,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2452,value_states.29">
+				<port id="2" precision="FP32" names="2130,value_states.29">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3279" name="Constant_130319" type="Const" version="opset1">
+		<layer id="2871" name="Constant_40391" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="218617920" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -49239,7 +44344,7 @@
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 			</output>
 		</layer>
-		<layer id="3280" name="__module.model.layers.14.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="2872" name="__module.model.layers.14.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -49252,7 +44357,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2460">
+				<port id="2" precision="FP32" names="2138">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -49260,7 +44365,7 @@
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 			</output>
 		</layer>
-		<layer id="3281" name="__module.model.layers.14.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="2873" name="__module.model.layers.14.self_attn/aten::transpose/Constant_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -49268,7 +44373,7 @@
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 			</output>
 		</layer>
-		<layer id="3282" name="__module.model.layers.14.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="2874" name="__module.model.layers.14.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -49281,7 +44386,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2461">
+				<port id="2" precision="FP32" names="2139">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -49289,7 +44394,7 @@
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 			</output>
 		</layer>
-		<layer id="3283" name="__module.model.layers.14.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="2875" name="__module.model.layers.14.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -49314,31 +44419,15 @@
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 			</output>
 		</layer>
-		<layer id="3284" name="Constant_109093" type="Const" version="opset1">
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-		<layer id="3285" name="Constant_109094" type="Const" version="opset1">
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-		<layer id="3286" name="Constant_109090" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="2876" name="Constant_12198" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3287" name="ShapeOf_128927" type="ShapeOf" version="opset3">
+		<layer id="2877" name="ShapeOf_39033" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -49354,21 +44443,21 @@
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 			</output>
 		</layer>
-		<layer id="3288" name="Constant_128928" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618284" size="8" />
+		<layer id="2878" name="Constant_39034" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="236050872" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3289" name="Constant_128929" type="Const" version="opset1">
+		<layer id="2879" name="Constant_39035" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3290" name="Gather_128930" type="Gather" version="opset8">
+		<layer id="2880" name="Gather_39036" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -49385,7 +44474,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3291" name="ShapeOf_128931" type="ShapeOf" version="opset3">
+		<layer id="2881" name="ShapeOf_39037" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -49401,21 +44490,21 @@
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 			</output>
 		</layer>
-		<layer id="3292" name="Constant_128932" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618284" size="8" />
+		<layer id="2882" name="Constant_39038" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="236050872" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3293" name="Constant_128933" type="Const" version="opset1">
+		<layer id="2883" name="Constant_39039" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3294" name="Gather_128934" type="Gather" version="opset8">
+		<layer id="2884" name="Gather_39040" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -49432,7 +44521,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3295" name="Add_128935" type="Add" version="opset1">
+		<layer id="2885" name="Add_39041" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I64">
@@ -49443,50 +44532,20 @@
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 			</input>
 			<output>
-				<port id="2" precision="I64" names="2525">
+				<port id="2" precision="I64" names="2178">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3296" name="Constant_109089" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="2886" name="Constant_12201" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
-				<port id="0" precision="I32">
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-		</layer>
-		<layer id="3297" name="ScatterUpdate_109095" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="3" precision="I32">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
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-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3298" name="Constant_109098" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
-			<output>
-				<port id="0" precision="I64">
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-				</port>
 			</output>
 		</layer>
-		<layer id="3299" name="__module.model.layers.14.self_attn/aten::slice/Slice_7" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2887" name="__module.model.layers.14.self_attn/aten::slice/Slice_7" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -49495,17 +44554,20 @@
 					<dim>-1</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="2182">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
@@ -49513,7 +44575,7 @@
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 			</output>
 		</layer>
-		<layer id="3300" name="__module.model.layers.14.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="2888" name="__module.model.layers.14.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -49542,7 +44604,7 @@
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 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2530,attn_output.57">
+				<port id="4" precision="FP32" names="2183,attn_output.57">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -49550,7 +44612,7 @@
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 			</output>
 		</layer>
-		<layer id="3301" name="__module.model.layers.14.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="2889" name="__module.model.layers.14.self_attn/aten::transpose/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -49558,7 +44620,7 @@
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 			</output>
 		</layer>
-		<layer id="3302" name="__module.model.layers.14.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="2890" name="__module.model.layers.14.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -49571,7 +44633,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2531">
+				<port id="2" precision="FP32" names="2184">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -49579,7 +44641,7 @@
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 			</output>
 		</layer>
-		<layer id="3303" name="__module.model.layers.14.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+		<layer id="2891" name="__module.model.layers.14.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -49594,21 +44656,21 @@
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 			</output>
 		</layer>
-		<layer id="3304" name="Constant_102766" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="244124208" size="16" />
+		<layer id="2892" name="Constant_33953" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="236050896" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3305" name="Constant_102767" type="Const" version="opset1">
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 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3306" name="Gather_102768" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -49625,7 +44687,15 @@
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 			</output>
 		</layer>
-		<layer id="3307" name="__module.model.layers.14.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+		<layer id="2895" name="Constant_12275" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="209901604" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2896" name="__module.model.layers.14.self_attn/prim::ListConstruct_3" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -49636,12 +44706,12 @@
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 			</input>
 			<output>
-				<port id="2" precision="I64" names="2533">
+				<port id="2" precision="I64">
 					<dim>3</dim>
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 			</output>
 		</layer>
-		<layer id="3308" name="__module.model.layers.14.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -49655,101 +44725,141 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2534">
+				<port id="2" precision="FP32" names="2187">
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 					<dim>-1</dim>
 					<dim>-1</dim>
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 		</layer>
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-			<data element_type="u8" shape="4096, 4096" offset="2040988536" size="16777216" />
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 			<output>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3310" name="Convert_168085" type="Convert" version="opset1">
+		<layer id="2899" name="Convert_75034" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u8" shape="4096, 1" offset="2057765752" size="4096" />
+		<layer id="2900" name="self.model.layers.14.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="1716861440" size="65536" />
 			<output>
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 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3312" name="Convert_168088" type="Convert" version="opset1">
+		<layer id="2901" name="Convert_75036" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3313" name="self.model.layers.14.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
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+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
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 				</port>
 			</output>
 		</layer>
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+			<data element_type="f16" shape="4096, 32, 1" offset="1716926976" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
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 		</layer>
-		<layer id="3315" name="self.model.layers.14.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2904" name="self.model.layers.14.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
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 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
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+		</layer>
+		<layer id="2905" name="Constant_75041" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="218617904" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
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+		</layer>
+		<layer id="2906" name="Reshape_75042" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
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+					<dim>32</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I64">
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 			<output>
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@@ -49757,7 +44867,7 @@
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 		</layer>
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 			<data destination_type="f32" />
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@@ -49772,13 +44882,13 @@
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 					<dim>-1</dim>
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@@ -49786,14 +44896,14 @@
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 			<output>
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-		<layer id="3318" name="__module.model.layers.14/aten::add/Add" type="Add" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
@@ -49808,15 +44918,15 @@
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 			<output>
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 					<dim>-1</dim>
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-			<data element_type="f32" shape="1, 1, 4096" offset="2057778040" size="16384" />
+		<layer id="2910" name="Constant_37023" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -49825,7 +44935,7 @@
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 		</layer>
-		<layer id="3320" name="Constant_123116" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="209901596" size="4" />
 			<output>
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@@ -49835,7 +44945,7 @@
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-		<layer id="3321" name="Constant_123114" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="209901600" size="4" />
 			<output>
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@@ -49845,7 +44955,7 @@
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 		</layer>
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+		<layer id="2913" name="__module.model.layers.14.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -49860,22 +44970,22 @@
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 			<output>
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 					<dim>4096</dim>
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-		<layer id="3323" name="Constant_7700" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="209901604" size="8" />
 			<output>
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-		<layer id="3324" name="__module.model.layers.14.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="2915" name="__module.model.layers.14.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
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@@ -49888,14 +44998,14 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="3325" name="Constant_123115" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="209901612" size="4" />
 			<output>
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@@ -49905,7 +45015,7 @@
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 		</layer>
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+		<layer id="2917" name="__module.model.layers.14.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -49920,14 +45030,14 @@
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 			<output>
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 		</layer>
-		<layer id="3327" name="__module.model.layers.14.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="2918" name="__module.model.layers.14.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -49943,7 +45053,7 @@
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 		</layer>
-		<layer id="3328" name="__module.model.layers.14.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
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@@ -49958,14 +45068,14 @@
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 			<output>
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 					<dim>-1</dim>
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 		</layer>
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+		<layer id="2920" name="__module.model.layers.14.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -49980,14 +45090,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2202,2203,hidden_states.383,hidden_states.385">
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 		</layer>
-		<layer id="3330" name="__module.model.layers.14.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2921" name="__module.model.layers.14.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -50002,15 +45112,15 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>4096</dim>
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+		<layer id="2922" name="self.model.layers.14.mlp.gate_proj.weight" type="Const" version="opset1">
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 				<port id="0" precision="U4">
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@@ -50019,7 +45129,7 @@
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 		</layer>
-		<layer id="3332" name="Convert_166852" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -50036,8 +45146,8 @@
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 		</layer>
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-			<data element_type="u4" shape="11008, 32, 1" offset="2080338808" size="176128" />
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 				<port id="0" precision="U4">
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@@ -50046,7 +45156,7 @@
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 		</layer>
-		<layer id="3334" name="Convert_166854" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -50063,7 +45173,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -50085,8 +45195,8 @@
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 			<output>
 				<port id="0" precision="FP16">
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@@ -50095,7 +45205,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -50117,15 +45227,15 @@
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+		<layer id="2929" name="Constant_73809" type="Const" version="opset1">
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-		<layer id="3339" name="Reshape_166860" type="Reshape" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
@@ -50144,7 +45254,7 @@
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 			</output>
 		</layer>
-		<layer id="3340" name="self.model.layers.14.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -50159,7 +45269,7 @@
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 			</output>
 		</layer>
-		<layer id="3341" name="__module.model.layers.14.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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@@ -50173,14 +45283,14 @@
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 			<output>
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 			<input>
 				<port id="0" precision="FP32">
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@@ -50189,15 +45299,15 @@
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 			<output>
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 					<dim>11008</dim>
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 				<port id="0" precision="U4">
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@@ -50206,7 +45316,7 @@
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-		<layer id="3344" name="Convert_166841" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -50223,8 +45333,8 @@
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-			<data element_type="u4" shape="11008, 32, 1" offset="2103763832" size="176128" />
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+			<data element_type="u4" shape="11008, 32, 1" offset="1763174912" size="176128" />
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 				<port id="0" precision="U4">
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@@ -50233,7 +45343,7 @@
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-		<layer id="3346" name="Convert_166843" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -50250,7 +45360,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -50272,8 +45382,8 @@
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@@ -50282,7 +45392,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -50304,15 +45414,15 @@
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@@ -50416,8 +45526,8 @@
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@@ -50443,7 +45553,7 @@
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="3390" name="Constant_130320" type="Const" version="opset1">
+		<layer id="2981" name="Constant_40392" type="Const" version="opset1">
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@@ -50955,7 +46065,7 @@
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 		</layer>
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+		<layer id="2982" name="__module.model.layers.15.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
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@@ -50968,7 +46078,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2254">
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 					<dim>-1</dim>
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@@ -50976,7 +46086,7 @@
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 		</layer>
-		<layer id="3392" name="__module.model.layers.15.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
+		<layer id="2983" name="__module.model.layers.15.self_attn/aten::transpose/Constant" type="Const" version="opset1">
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@@ -50984,7 +46094,7 @@
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 			</output>
 		</layer>
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+		<layer id="2984" name="__module.model.layers.15.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -50997,7 +46107,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2255,q.31">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -51005,142 +46115,7 @@
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 			</output>
 		</layer>
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-				<port id="0" precision="FP32">
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-		<layer id="3397" name="__module.model.layers.15.self_attn.rotary_emb/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
-			<data element_type="i32" shape="3" offset="218618232" size="12" />
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-				<port id="0" precision="I32">
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-		<layer id="3398" name="__module.model.layers.15.self_attn.rotary_emb/aten::transpose/Transpose" type="Transpose" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
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-			<input>
-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
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-				<port id="0" precision="FP32">
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-		<layer id="3401" name="__module.model.layers.15.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
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-				<port id="0" precision="FP32">
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-			</output>
-		</layer>
-		<layer id="3402" name="__module.model.layers.15.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="2985" name="__module.model.layers.15.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -51157,7 +46132,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2264">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -51165,76 +46140,23 @@
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 			</output>
 		</layer>
-		<layer id="3403" name="Constant_109103" type="Const" version="opset1">
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-		<layer id="3404" name="Constant_109102" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="2986" name="Constant_12767" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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-			<input>
-				<port id="0" precision="FP32">
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-					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
+		<layer id="2987" name="Constant_12769" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618252" size="8" />
 			<output>
-				<port id="1" precision="I64">
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-		<layer id="3406" name="__module.model.layers.15.self_attn/aten::size/Constant_3" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
-			<output>
-				<port id="0" precision="I32" />
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-		</layer>
-		<layer id="3407" name="__module.model.layers.15.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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-			<output>
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-		</layer>
-		<layer id="3408" name="__module.model.layers.15.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
-			<data auto_broadcast="numpy" m_pythondiv="true" />
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-				<port id="1" precision="I64" />
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-			<output>
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-		<layer id="3409" name="__module.model.layers.15.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
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-				<port id="0" precision="I64" />
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-			<output>
-				<port id="1" precision="I64" names="2640,2641,2645,2646" />
 			</output>
 		</layer>
-		<layer id="3410" name="Constant_127768" type="Const" version="opset1">
+		<layer id="2988" name="Constant_12771" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -51242,67 +46164,7 @@
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 			</output>
 		</layer>
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-		<layer id="3412" name="Constant_109101" type="Const" version="opset1">
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-		<layer id="3413" name="ScatterUpdate_109104" type="ScatterUpdate" version="opset3">
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-		<layer id="3414" name="Constant_109107" type="Const" version="opset1">
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-				<port id="0" precision="I64">
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-		<layer id="3415" name="Constant_109110" type="Const" version="opset1">
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-				<port id="0" precision="I64">
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2989" name="__module.model.layers.15.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -51311,17 +46173,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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+					<dim>1</dim>
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 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="2274,x2.61">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -51329,8 +46194,8 @@
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 			</output>
 		</layer>
-		<layer id="3417" name="Constant_123122" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="218618356" size="4" />
+		<layer id="2990" name="Constant_37028" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="218618268" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -51340,7 +46205,7 @@
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 			</output>
 		</layer>
-		<layer id="3418" name="__module.model.layers.15.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="2991" name="__module.model.layers.15.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -51357,7 +46222,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2648">
+				<port id="2" precision="FP32" names="2275">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -51365,24 +46230,31 @@
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 			</output>
 		</layer>
-		<layer id="3419" name="Constant_109155" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="2992" name="Constant_12664" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3420" name="Constant_109160" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
+		<layer id="2993" name="Constant_12708" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2994" name="Constant_12710" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2995" name="__module.model.layers.15.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -51391,17 +46263,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
+					<dim>1</dim>
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 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="2269">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -51409,7 +46284,7 @@
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 			</output>
 		</layer>
-		<layer id="3422" name="__module.model.layers.15.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="2996" name="__module.model.layers.15.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -51426,7 +46301,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2277">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -51434,41 +46309,7 @@
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 			</output>
 		</layer>
-		<layer id="3423" name="__module.model.layers.15.self_attn.rotary_emb/aten::sin/Sin" type="Sin" version="opset1">
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-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
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-					<dim>-1</dim>
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-		<layer id="3424" name="__module.model.layers.15.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
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-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
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-				<port id="1" precision="I64" />
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-			<output>
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-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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@@ -51485,7 +46326,7 @@
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@@ -51510,7 +46351,7 @@
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@@ -51518,13 +46359,13 @@
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@@ -51532,7 +46373,7 @@
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@@ -51540,7 +46381,7 @@
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@@ -51548,7 +46389,7 @@
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@@ -51570,7 +46411,7 @@
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@@ -51587,7 +46428,7 @@
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 			</output>
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@@ -51606,13 +46447,13 @@
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 				<port id="0" precision="FP32">
@@ -51635,8 +46476,8 @@
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 					<dim>4096</dim>
@@ -51645,7 +46486,7 @@
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 			</output>
 		</layer>
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+		<layer id="3009" name="Convert_75045" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -51662,8 +46503,8 @@
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="4096, 32, 1" offset="2145190776" size="65536" />
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 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -51672,7 +46513,7 @@
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 			</output>
 		</layer>
-		<layer id="3439" name="Convert_168097" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -51689,7 +46530,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -51711,8 +46552,8 @@
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 		</layer>
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -51721,7 +46562,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -51743,7 +46584,7 @@
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 			</output>
 		</layer>
-		<layer id="3443" name="Constant_168102" type="Const" version="opset1">
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 			<data element_type="i64" shape="2" offset="218617904" size="16" />
 			<output>
 				<port id="0" precision="I64">
@@ -51751,7 +46592,7 @@
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 			</output>
 		</layer>
-		<layer id="3444" name="Reshape_168103" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -51770,7 +46611,7 @@
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 			</output>
 		</layer>
-		<layer id="3445" name="self.model.layers.15.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -51785,7 +46626,7 @@
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 			</output>
 		</layer>
-		<layer id="3446" name="__module.model.layers.15.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3018" name="__module.model.layers.15.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -51799,14 +46640,14 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 			</output>
 		</layer>
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 			<data element_type="i64" shape="4" offset="218617920" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -51814,7 +46655,7 @@
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 			</output>
 		</layer>
-		<layer id="3448" name="__module.model.layers.15.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
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 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -51827,7 +46668,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2257">
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -51835,7 +46676,7 @@
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 			</output>
 		</layer>
-		<layer id="3449" name="__module.model.layers.15.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
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 			<data element_type="i32" shape="4" offset="218617952" size="16" />
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 				<port id="0" precision="I32">
@@ -51843,7 +46684,7 @@
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 			</output>
 		</layer>
-		<layer id="3450" name="__module.model.layers.15.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -51856,7 +46697,7 @@
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 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -51864,7 +46705,7 @@
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 			</output>
 		</layer>
-		<layer id="3451" name="__module.model.layers.15.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -51881,7 +46722,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -51889,76 +46730,23 @@
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 				<port id="0" precision="I64">
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-					<dim>32</dim>
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 			<output>
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-			<data batch_dims="0" />
-			<input>
 				<port id="0" precision="I64">
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-		<layer id="3459" name="Constant_127770" type="Const" version="opset1">
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 				<port id="0" precision="I64">
@@ -51966,67 +46754,7 @@
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3027" name="__module.model.layers.15.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -52035,17 +46763,20 @@
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 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -52053,8 +46784,8 @@
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 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -52064,7 +46795,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -52081,7 +46812,7 @@
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 					<dim>32</dim>
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@@ -52089,24 +46820,31 @@
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-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="3030" name="Constant_12807" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
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-			<data element_type="i64" shape="4" offset="218618324" size="32" />
+		<layer id="3031" name="Constant_12851" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
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+					<dim>1</dim>
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+		</layer>
+		<layer id="3032" name="Constant_12853" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
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+				<port id="0" precision="I64">
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3033" name="__module.model.layers.15.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -52115,17 +46853,20 @@
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -52133,7 +46874,7 @@
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 			</output>
 		</layer>
-		<layer id="3471" name="__module.model.layers.15.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="3034" name="__module.model.layers.15.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -52150,7 +46891,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2293">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -52158,7 +46899,7 @@
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 			</output>
 		</layer>
-		<layer id="3472" name="__module.model.layers.15.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="3035" name="__module.model.layers.15.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -52175,7 +46916,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2294">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -52183,7 +46924,7 @@
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 			</output>
 		</layer>
-		<layer id="3473" name="__module.model.layers.15.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="3036" name="__module.model.layers.15.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -52200,7 +46941,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2295">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -52208,7 +46949,7 @@
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 			</output>
 		</layer>
-		<layer id="3474" name="__module.model.layers.15.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="3037" name="__module.model.layers.15.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -52233,13 +46974,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3475" name="Constant_160822" type="Const" version="opset1">
+		<layer id="3038" name="Constant_52630" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="3476" name="Constant_160815" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -52247,7 +46988,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3477" name="Constant_160817" type="Const" version="opset1">
+		<layer id="3040" name="Constant_52625" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
@@ -52255,7 +46996,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3478" name="Constant_160819" type="Const" version="opset1">
+		<layer id="3041" name="Constant_52627" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -52263,7 +47004,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3479" name="Concat_160820" type="Concat" version="opset1">
+		<layer id="3042" name="Concat_52628" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -52285,7 +47026,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3480" name="Broadcast_160823" type="Broadcast" version="opset3">
+		<layer id="3043" name="Broadcast_52631" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -52302,7 +47043,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3481" name="ReadValue_155360" type="ReadValue" version="opset6">
+		<layer id="3044" name="ReadValue_49864" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.15.valuepresent.15.value" variable_type="f32" variable_shape="?,32,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -52321,13 +47062,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3482" name="Constant_150298" type="Const" version="opset1">
+		<layer id="3045" name="Constant_47466" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3483" name="Gather_150299" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -52350,94 +47091,134 @@
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 			</output>
 		</layer>
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-			<data element_type="u8" shape="4096, 4096" offset="2145518456" size="16777216" />
+		<layer id="3047" name="self.model.layers.15.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="1804929536" size="8388608" />
 			<output>
-				<port id="0" precision="U8">
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+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3485" name="Convert_168107" type="Convert" version="opset1">
+		<layer id="3048" name="Convert_75056" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u8" shape="4096, 1" offset="2162295672" size="4096" />
+		<layer id="3049" name="self.model.layers.15.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="1813318144" size="65536" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3487" name="Convert_168110" type="Convert" version="opset1">
+		<layer id="3050" name="Convert_75058" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3488" name="self.model.layers.15.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3051" name="self.model.layers.15.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="f16" shape="4096, 1" offset="2162299768" size="8192" />
+		<layer id="3052" name="self.model.layers.15.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="1813383680" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3490" name="self.model.layers.15.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3053" name="self.model.layers.15.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3054" name="Constant_75063" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="218617904" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3055" name="Reshape_75064" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
@@ -52445,7 +47226,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3491" name="self.model.layers.15.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3056" name="self.model.layers.15.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -52460,7 +47241,7 @@
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 			</output>
 		</layer>
-		<layer id="3492" name="__module.model.layers.15.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3057" name="__module.model.layers.15.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -52474,14 +47255,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2600,value_states.31">
+				<port id="2" precision="FP32" names="2252,value_states.31">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
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 			</output>
 		</layer>
-		<layer id="3493" name="Constant_130322" type="Const" version="opset1">
+		<layer id="3058" name="Constant_40394" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="218617920" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -52489,7 +47270,7 @@
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 			</output>
 		</layer>
-		<layer id="3494" name="__module.model.layers.15.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="3059" name="__module.model.layers.15.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -52502,7 +47283,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2608">
+				<port id="2" precision="FP32" names="2260">
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -52510,7 +47291,7 @@
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 			</output>
 		</layer>
-		<layer id="3495" name="__module.model.layers.15.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="3060" name="__module.model.layers.15.self_attn/aten::transpose/Constant_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -52518,7 +47299,7 @@
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 			</output>
 		</layer>
-		<layer id="3496" name="__module.model.layers.15.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="3061" name="__module.model.layers.15.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -52531,7 +47312,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2609">
+				<port id="2" precision="FP32" names="2261">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -52539,7 +47320,7 @@
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 			</output>
 		</layer>
-		<layer id="3497" name="__module.model.layers.15.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="3062" name="__module.model.layers.15.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -52564,31 +47345,15 @@
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 			</output>
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-		<layer id="3498" name="Constant_109305" type="Const" version="opset1">
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-		<layer id="3499" name="Constant_109306" type="Const" version="opset1">
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-		<layer id="3500" name="Constant_109302" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="3063" name="Constant_12978" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
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 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
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 		</layer>
-		<layer id="3501" name="ShapeOf_129002" type="ShapeOf" version="opset3">
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 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -52604,21 +47369,21 @@
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 		</layer>
-		<layer id="3502" name="Constant_129003" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618284" size="8" />
+		<layer id="3065" name="Constant_39107" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="236050872" size="8" />
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 				<port id="0" precision="I64">
 					<dim>1</dim>
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-		<layer id="3503" name="Constant_129004" type="Const" version="opset1">
+		<layer id="3066" name="Constant_39108" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3504" name="Gather_129005" type="Gather" version="opset8">
+		<layer id="3067" name="Gather_39109" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -52635,7 +47400,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3505" name="ShapeOf_129006" type="ShapeOf" version="opset3">
+		<layer id="3068" name="ShapeOf_39110" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -52651,21 +47416,21 @@
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 			</output>
 		</layer>
-		<layer id="3506" name="Constant_129007" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618284" size="8" />
+		<layer id="3069" name="Constant_39111" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="236050872" size="8" />
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 				<port id="0" precision="I64">
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 			</output>
 		</layer>
-		<layer id="3507" name="Constant_129008" type="Const" version="opset1">
+		<layer id="3070" name="Constant_39112" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3508" name="Gather_129009" type="Gather" version="opset8">
+		<layer id="3071" name="Gather_39113" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -52682,7 +47447,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3509" name="Add_129010" type="Add" version="opset1">
+		<layer id="3072" name="Add_39114" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I64">
@@ -52693,50 +47458,20 @@
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 			</input>
 			<output>
-				<port id="2" precision="I64" names="2673">
+				<port id="2" precision="I64" names="2300">
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 				</port>
 			</output>
 		</layer>
-		<layer id="3510" name="Constant_109301" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="3073" name="Constant_12981" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
-				<port id="0" precision="I32">
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-		<layer id="3511" name="ScatterUpdate_109307" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
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-				<port id="3" precision="I32">
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-			<output>
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 			</output>
 		</layer>
-		<layer id="3512" name="Constant_109310" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3074" name="__module.model.layers.15.self_attn/aten::slice/Slice_7" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -52745,17 +47480,20 @@
 					<dim>-1</dim>
 				</port>
 				<port id="1" precision="I64">
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 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
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 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="2304">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
@@ -52763,7 +47501,7 @@
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 			</output>
 		</layer>
-		<layer id="3514" name="__module.model.layers.15.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="3075" name="__module.model.layers.15.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -52792,7 +47530,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2678,attn_output.61">
+				<port id="4" precision="FP32" names="2305,attn_output.61">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -52800,7 +47538,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3515" name="__module.model.layers.15.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="3076" name="__module.model.layers.15.self_attn/aten::transpose/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -52808,7 +47546,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3516" name="__module.model.layers.15.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="3077" name="__module.model.layers.15.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -52821,7 +47559,7 @@
 				</port>
 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2306">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -52829,7 +47567,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3517" name="__module.model.layers.15.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+		<layer id="3078" name="__module.model.layers.15.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -52844,21 +47582,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3518" name="Constant_102776" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="244124208" size="16" />
+		<layer id="3079" name="Constant_33963" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="236050896" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3519" name="Constant_102777" type="Const" version="opset1">
+		<layer id="3080" name="Constant_33964" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3520" name="Gather_102778" type="Gather" version="opset8">
+		<layer id="3081" name="Gather_33965" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -52875,7 +47613,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3521" name="__module.model.layers.15.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+		<layer id="3082" name="Constant_13055" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="209901604" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3083" name="__module.model.layers.15.self_attn/prim::ListConstruct_3" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -52886,12 +47632,12 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="I64" names="2681">
+				<port id="2" precision="I64">
 					<dim>3</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3522" name="__module.model.layers.15.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+		<layer id="3084" name="__module.model.layers.15.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -52905,101 +47651,141 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2682">
+				<port id="2" precision="FP32" names="2309">
+					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u8" shape="4096, 4096" offset="2162307960" size="16777216" />
+		<layer id="3085" name="self.model.layers.15.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="1813645824" size="8388608" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3524" name="Convert_168129" type="Convert" version="opset1">
+		<layer id="3086" name="Convert_75078" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3525" name="self.model.layers.15.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="4096, 1" offset="2179085176" size="4096" />
+		<layer id="3087" name="self.model.layers.15.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="1822034432" size="65536" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3526" name="Convert_168132" type="Convert" version="opset1">
+		<layer id="3088" name="Convert_75080" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3527" name="self.model.layers.15.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3089" name="self.model.layers.15.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3528" name="self.model.layers.15.self_attn.o_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 1" offset="2179089272" size="8192" />
+		<layer id="3090" name="self.model.layers.15.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="1822099968" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3529" name="self.model.layers.15.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3091" name="self.model.layers.15.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3092" name="Constant_75085" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="218617904" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3093" name="Reshape_75086" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
@@ -53007,7 +47793,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3530" name="self.model.layers.15.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3094" name="self.model.layers.15.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -53022,13 +47808,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3531" name="__module.model.layers.15.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3095" name="__module.model.layers.15.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
+					<dim>-1</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>4096</dim>
@@ -53036,14 +47822,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2684,2686,hidden_states.403">
+				<port id="2" precision="FP32" names="2311,2313,hidden_states.403">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3532" name="__module.model.layers.15/aten::add/Add" type="Add" version="opset1">
+		<layer id="3096" name="__module.model.layers.15/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -53058,15 +47844,15 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2689,2691,2702,hidden_states.405,hidden_states.407">
+				<port id="2" precision="FP32" names="2316,2318,2329,hidden_states.405,hidden_states.407">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
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 			</output>
 		</layer>
-		<layer id="3533" name="Constant_123127" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 4096" offset="2179097464" size="16384" />
+		<layer id="3097" name="Constant_37033" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 4096" offset="1822362112" size="16384" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -53075,7 +47861,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3534" name="Constant_123126" type="Const" version="opset1">
+		<layer id="3098" name="Constant_37032" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="209901596" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -53085,7 +47871,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3535" name="Constant_123124" type="Const" version="opset1">
+		<layer id="3099" name="Constant_37030" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="209901600" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -53095,7 +47881,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3536" name="__module.model.layers.15.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="3100" name="__module.model.layers.15.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -53110,22 +47896,22 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2692">
+				<port id="2" precision="FP32" names="2319">
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+		<layer id="3102" name="__module.model.layers.15.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
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@@ -53138,14 +47924,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="2321,variance.63">
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-		<layer id="3539" name="Constant_123125" type="Const" version="opset1">
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@@ -53155,7 +47941,7 @@
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+		<layer id="3104" name="__module.model.layers.15.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
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@@ -53170,14 +47956,14 @@
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 			<output>
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-		<layer id="3541" name="__module.model.layers.15.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="3105" name="__module.model.layers.15.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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@@ -53193,7 +47979,7 @@
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 		</layer>
-		<layer id="3542" name="__module.model.layers.15.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="3106" name="__module.model.layers.15.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -53208,14 +47994,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2323">
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 		</layer>
-		<layer id="3543" name="__module.model.layers.15.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="3107" name="__module.model.layers.15.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -53230,14 +48016,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2324,2325,hidden_states.409,hidden_states.411">
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 		</layer>
-		<layer id="3544" name="__module.model.layers.15.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="3108" name="__module.model.layers.15.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -53252,15 +48038,15 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
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-			<data element_type="u4" shape="11008, 32, 128" offset="2179113848" size="22544384" />
+		<layer id="3109" name="self.model.layers.15.mlp.gate_proj.weight" type="Const" version="opset1">
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 				<port id="0" precision="U4">
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@@ -53269,7 +48055,7 @@
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 			</output>
 		</layer>
-		<layer id="3546" name="Convert_166885" type="Convert" version="opset1">
+		<layer id="3110" name="Convert_73835" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -53286,8 +48072,8 @@
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 		</layer>
-		<layer id="3547" name="self.model.layers.15.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="11008, 32, 1" offset="2201658232" size="176128" />
+		<layer id="3111" name="self.model.layers.15.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="11008, 32, 1" offset="1844922880" size="176128" />
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 				<port id="0" precision="U4">
 					<dim>11008</dim>
@@ -53296,7 +48082,7 @@
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 		</layer>
-		<layer id="3548" name="Convert_166887" type="Convert" version="opset1">
+		<layer id="3112" name="Convert_73837" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -53313,7 +48099,7 @@
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 			</output>
 		</layer>
-		<layer id="3549" name="self.model.layers.15.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3113" name="self.model.layers.15.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -53335,8 +48121,8 @@
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-			<data element_type="f16" shape="11008, 32, 1" offset="2201834360" size="704512" />
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>11008</dim>
@@ -53345,7 +48131,7 @@
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 			</output>
 		</layer>
-		<layer id="3551" name="self.model.layers.15.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3115" name="self.model.layers.15.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -53367,15 +48153,15 @@
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-		<layer id="3552" name="Constant_166892" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="276281944" size="16" />
+		<layer id="3116" name="Constant_73842" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="268208608" size="16" />
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="3553" name="Reshape_166893" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -53394,7 +48180,7 @@
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 			</output>
 		</layer>
-		<layer id="3554" name="self.model.layers.15.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3118" name="self.model.layers.15.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -53409,7 +48195,7 @@
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 			</output>
 		</layer>
-		<layer id="3555" name="__module.model.layers.15.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3119" name="__module.model.layers.15.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -53423,14 +48209,14 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>11008</dim>
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 		</layer>
-		<layer id="3556" name="__module.model.layers.15.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -53439,101 +48225,141 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>11008</dim>
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 		</layer>
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-			<data element_type="u8" shape="11008, 4096" offset="2202538872" size="45088768" />
+		<layer id="3121" name="self.model.layers.15.mlp.up_proj.weight" type="Const" version="opset1">
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 			<output>
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+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3558" name="Convert_166875" type="Convert" version="opset1">
+		<layer id="3122" name="Convert_73824" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>11008</dim>
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+					<dim>32</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>11008</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
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-			<data element_type="u8" shape="11008, 1" offset="2247627640" size="11008" />
+		<layer id="3123" name="self.model.layers.15.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="11008, 32, 1" offset="1868347904" size="176128" />
 			<output>
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 					<dim>11008</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3560" name="Convert_166878" type="Convert" version="opset1">
+		<layer id="3124" name="Convert_73826" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>11008</dim>
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 					<dim>1</dim>
 				</port>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>11008</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3561" name="self.model.layers.15.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3125" name="self.model.layers.15.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>11008</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>11008</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>11008</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
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-			<data element_type="f16" shape="11008, 1" offset="2247638648" size="22016" />
+		<layer id="3126" name="self.model.layers.15.mlp.up_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>11008</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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+		<layer id="3127" name="self.model.layers.15.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>11008</dim>
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+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>11008</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>11008</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3128" name="Constant_73831" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="268208608" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3129" name="Reshape_73832" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>11008</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I64">
+					<dim>2</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>11008</dim>
@@ -53541,7 +48367,7 @@
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 		</layer>
-		<layer id="3564" name="self.model.layers.15.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3130" name="self.model.layers.15.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
@@ -53556,7 +48382,7 @@
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-		<layer id="3565" name="__module.model.layers.15.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3131" name="__module.model.layers.15.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
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@@ -53570,14 +48396,14 @@
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 			<output>
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 					<dim>11008</dim>
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 		</layer>
-		<layer id="3566" name="__module.model.layers.15.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="3132" name="__module.model.layers.15.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -53592,15 +48418,15 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>11008</dim>
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+		<layer id="3133" name="self.model.layers.15.mlp.down_proj.weight" type="Const" version="opset1">
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 				<port id="0" precision="U4">
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@@ -53609,7 +48435,7 @@
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 		</layer>
-		<layer id="3568" name="Convert_166896" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -53626,8 +48452,8 @@
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-			<data element_type="u4" shape="4096, 86, 1" offset="2270205048" size="176128" />
+		<layer id="3135" name="self.model.layers.15.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 86, 1" offset="1891772928" size="176128" />
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 				<port id="0" precision="U4">
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@@ -53636,7 +48462,7 @@
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 		</layer>
-		<layer id="3570" name="Convert_166898" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
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@@ -53653,7 +48479,7 @@
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@@ -54094,7 +48920,7 @@
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-				<port id="0" precision="FP32">
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-			<input>
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-			<input>
-				<port id="0" precision="FP32">
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-					<dim>128</dim>
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-			<input>
-				<port id="0" precision="FP32">
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-			</output>
-		</layer>
-		<layer id="3614" name="__module.model.layers.16.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="3172" name="__module.model.layers.16.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -54367,7 +49058,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2785">
+				<port id="2" precision="FP32" names="2386">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -54375,144 +49066,31 @@
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 			</output>
 		</layer>
-		<layer id="3615" name="Constant_109315" type="Const" version="opset1">
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-		<layer id="3616" name="Constant_109314" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="3173" name="Constant_13547" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 			</output>
 		</layer>
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-			<input>
-				<port id="0" precision="FP32">
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-					<dim>32</dim>
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-				</port>
-			</output>
-		</layer>
-		<layer id="3618" name="__module.model.layers.16.self_attn/aten::size/Constant_3" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="3174" name="Constant_13549" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618252" size="8" />
 			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="3619" name="__module.model.layers.16.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
 				<port id="0" precision="I64">
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-				<port id="1" precision="I64" />
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-			<output>
-				<port id="3" precision="I64" names="2786,2791" />
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-		</layer>
-		<layer id="3620" name="__module.model.layers.16.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
-			<data auto_broadcast="numpy" m_pythondiv="true" />
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-				<port id="1" precision="I64" />
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-			<output>
-				<port id="2" precision="I64" />
-			</output>
-		</layer>
-		<layer id="3621" name="__module.model.layers.16.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
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-				<port id="0" precision="I64" />
-			</input>
-			<output>
-				<port id="1" precision="I64" names="2788,2789,2793,2794" />
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-		</layer>
-		<layer id="3622" name="Constant_127772" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618224" size="8" />
-			<output>
-				<port id="0" precision="I64">
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-				</port>
-			</output>
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-		<layer id="3623" name="__module.model.layers.16.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3624" name="Constant_109313" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="3175" name="Constant_13551" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
-				<port id="0" precision="I32">
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-		<layer id="3625" name="ScatterUpdate_109316" type="ScatterUpdate" version="opset3">
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 				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
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-				<port id="3" precision="I32">
 					<dim>1</dim>
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-				<port id="4" precision="I64">
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-		<layer id="3626" name="Constant_109319" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		<layer id="3627" name="Constant_109322" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="3628" name="__module.model.layers.16.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3176" name="__module.model.layers.16.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -54521,17 +49099,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2795,x2.65">
+				<port id="5" precision="FP32" names="2396,x2.65">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -54539,8 +49120,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3629" name="Constant_123132" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="218618356" size="4" />
+		<layer id="3177" name="Constant_37038" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="218618268" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -54550,7 +49131,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3630" name="__module.model.layers.16.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="3178" name="__module.model.layers.16.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -54567,7 +49148,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2796">
+				<port id="2" precision="FP32" names="2397">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -54575,24 +49156,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3631" name="Constant_109367" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="3179" name="Constant_13444" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3632" name="Constant_109372" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
+		<layer id="3180" name="Constant_13488" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3181" name="Constant_13490" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3633" name="__module.model.layers.16.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3182" name="__module.model.layers.16.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -54601,17 +49189,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2790">
+				<port id="5" precision="FP32" names="2391">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -54619,7 +49210,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3634" name="__module.model.layers.16.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="3183" name="__module.model.layers.16.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -54636,7 +49227,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2798">
+				<port id="2" precision="FP32" names="2399">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -54644,41 +49235,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3635" name="__module.model.layers.16.self_attn.rotary_emb/aten::sin/Sin" type="Sin" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="FP32" names="2777,2779,2782,sin.97,sin.99">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3636" name="__module.model.layers.16.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="2784,sin.101">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3637" name="__module.model.layers.16.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="3184" name="__module.model.layers.16.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -54695,7 +49252,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2799">
+				<port id="2" precision="FP32" names="2400">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -54703,7 +49260,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3638" name="__module.model.layers.16.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="3185" name="__module.model.layers.16.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -54720,7 +49277,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2800">
+				<port id="2" precision="FP32" names="2401">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -54728,13 +49285,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3639" name="Constant_160835" type="Const" version="opset1">
+		<layer id="3186" name="Constant_52642" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="3640" name="Constant_160828" type="Const" version="opset1">
+		<layer id="3187" name="Constant_52635" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -54742,7 +49299,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3641" name="Constant_160830" type="Const" version="opset1">
+		<layer id="3188" name="Constant_52637" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -54750,7 +49307,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3642" name="Constant_160832" type="Const" version="opset1">
+		<layer id="3189" name="Constant_52639" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -54758,7 +49315,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3643" name="Concat_160833" type="Concat" version="opset1">
+		<layer id="3190" name="Concat_52640" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -54780,7 +49337,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3644" name="Broadcast_160836" type="Broadcast" version="opset3">
+		<layer id="3191" name="Broadcast_52643" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -54797,7 +49354,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3645" name="ReadValue_155362" type="ReadValue" version="opset6">
+		<layer id="3192" name="ReadValue_49866" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.16.keypresent.16.key" variable_type="f32" variable_shape="?,32,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -54816,13 +49373,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3646" name="Constant_150301" type="Const" version="opset1">
+		<layer id="3193" name="Constant_47469" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3647" name="Gather_150302" type="Gather" version="opset8">
+		<layer id="3194" name="Gather_47470" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -54845,8 +49402,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3648" name="self.model.layers.16.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 128" offset="2279818360" size="8388608" />
+		<layer id="3195" name="self.model.layers.16.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="1901386240" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -54855,7 +49412,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3649" name="Convert_168139" type="Convert" version="opset1">
+		<layer id="3196" name="Convert_75089" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -54872,8 +49429,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3650" name="self.model.layers.16.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 1" offset="2288206968" size="65536" />
+		<layer id="3197" name="self.model.layers.16.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="1909774848" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -54882,7 +49439,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3651" name="Convert_168141" type="Convert" version="opset1">
+		<layer id="3198" name="Convert_75091" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -54899,7 +49456,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3652" name="self.model.layers.16.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3199" name="self.model.layers.16.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -54921,8 +49478,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3653" name="self.model.layers.16.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="2288272504" size="262144" />
+		<layer id="3200" name="self.model.layers.16.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="1909840384" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -54931,7 +49488,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3654" name="self.model.layers.16.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3201" name="self.model.layers.16.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -54953,7 +49510,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3655" name="Constant_168146" type="Const" version="opset1">
+		<layer id="3202" name="Constant_75096" type="Const" version="opset1">
 			<data element_type="i64" shape="2" offset="218617904" size="16" />
 			<output>
 				<port id="0" precision="I64">
@@ -54961,7 +49518,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3656" name="Reshape_168147" type="Reshape" version="opset1">
+		<layer id="3203" name="Reshape_75097" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -54980,7 +49537,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3657" name="self.model.layers.16.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3204" name="self.model.layers.16.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -54995,7 +49552,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3658" name="__module.model.layers.16.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3205" name="__module.model.layers.16.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -55009,14 +49566,14 @@
 				</port>
 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2372,key_states.37">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3659" name="Constant_130324" type="Const" version="opset1">
+		<layer id="3206" name="Constant_40396" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="218617920" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -55024,7 +49581,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3660" name="__module.model.layers.16.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="3207" name="__module.model.layers.16.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -55037,7 +49594,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2753">
+				<port id="2" precision="FP32" names="2379">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -55045,7 +49602,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3661" name="__module.model.layers.16.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="3208" name="__module.model.layers.16.self_attn/aten::transpose/Constant_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -55053,7 +49610,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3662" name="__module.model.layers.16.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="3209" name="__module.model.layers.16.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -55066,7 +49623,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2754,k.33">
+				<port id="2" precision="FP32" names="2380,k.33">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -55074,7 +49631,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3663" name="__module.model.layers.16.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="3210" name="__module.model.layers.16.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -55091,7 +49648,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2801">
+				<port id="2" precision="FP32" names="2402">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -55099,76 +49656,23 @@
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 			</output>
 		</layer>
-		<layer id="3664" name="Constant_109415" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-			</output>
-		</layer>
-		<layer id="3665" name="Constant_109414" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="3211" name="Constant_13690" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3666" name="__module.model.layers.16.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
-			<data output_type="i64" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			</input>
-			<output>
-				<port id="1" precision="I64">
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-				</port>
-			</output>
-		</layer>
-		<layer id="3667" name="__module.model.layers.16.self_attn/aten::size/Constant_5" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="3212" name="Constant_13692" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618252" size="8" />
 			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="3668" name="__module.model.layers.16.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
-			</input>
-			<output>
-				<port id="3" precision="I64" names="2802,2807" />
 			</output>
 		</layer>
-		<layer id="3669" name="__module.model.layers.16.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
-			<data auto_broadcast="numpy" m_pythondiv="true" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
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-			<output>
-				<port id="2" precision="I64" />
-			</output>
-		</layer>
-		<layer id="3670" name="__module.model.layers.16.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
-			<input>
-				<port id="0" precision="I64" />
-			</input>
-			<output>
-				<port id="1" precision="I64" names="2804,2805,2809,2810" />
-			</output>
-		</layer>
-		<layer id="3671" name="Constant_127774" type="Const" version="opset1">
+		<layer id="3213" name="Constant_13694" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -55176,67 +49680,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3672" name="__module.model.layers.16.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
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-			<output>
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-			</output>
-		</layer>
-		<layer id="3673" name="Constant_109413" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
-			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
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-		</layer>
-		<layer id="3674" name="ScatterUpdate_109416" type="ScatterUpdate" version="opset3">
-			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
-					<dim>1</dim>
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-				<port id="3" precision="I32">
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-			<output>
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-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3675" name="Constant_109419" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618292" size="32" />
-			<output>
-				<port id="0" precision="I64">
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-				</port>
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-		<layer id="3676" name="Constant_109422" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
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-		<layer id="3677" name="__module.model.layers.16.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3214" name="__module.model.layers.16.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -55245,17 +49689,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2811,x2.67">
+				<port id="5" precision="FP32" names="2412,x2.67">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -55263,8 +49710,8 @@
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 			</output>
 		</layer>
-		<layer id="3678" name="Constant_123133" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="218618356" size="4" />
+		<layer id="3215" name="Constant_37039" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="218618268" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -55274,7 +49721,7 @@
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 			</output>
 		</layer>
-		<layer id="3679" name="__module.model.layers.16.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="3216" name="__module.model.layers.16.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -55291,7 +49738,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2812">
+				<port id="2" precision="FP32" names="2413">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -55299,24 +49746,31 @@
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 			</output>
 		</layer>
-		<layer id="3680" name="Constant_109467" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="3217" name="Constant_13587" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3681" name="Constant_109472" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
+		<layer id="3218" name="Constant_13631" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3219" name="Constant_13633" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3220" name="__module.model.layers.16.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -55325,17 +49779,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="2407">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -55343,7 +49800,7 @@
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 			</output>
 		</layer>
-		<layer id="3683" name="__module.model.layers.16.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="3221" name="__module.model.layers.16.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -55360,7 +49817,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2814">
+				<port id="2" precision="FP32" names="2415">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -55368,7 +49825,7 @@
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 			</output>
 		</layer>
-		<layer id="3684" name="__module.model.layers.16.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="3222" name="__module.model.layers.16.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -55385,7 +49842,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2815">
+				<port id="2" precision="FP32" names="2416">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -55393,7 +49850,7 @@
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 			</output>
 		</layer>
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+		<layer id="3223" name="__module.model.layers.16.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -55410,7 +49867,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2417">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -55418,7 +49875,7 @@
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 			</output>
 		</layer>
-		<layer id="3686" name="__module.model.layers.16.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="3224" name="__module.model.layers.16.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
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@@ -55443,13 +49900,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3687" name="Constant_160848" type="Const" version="opset1">
+		<layer id="3225" name="Constant_52654" type="Const" version="opset1">
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 				<port id="0" precision="FP32" />
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 		</layer>
-		<layer id="3688" name="Constant_160841" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
@@ -55457,7 +49914,7 @@
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 			</output>
 		</layer>
-		<layer id="3689" name="Constant_160843" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
@@ -55465,7 +49922,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3690" name="Constant_160845" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -55473,7 +49930,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3691" name="Concat_160846" type="Concat" version="opset1">
+		<layer id="3229" name="Concat_52652" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -55495,7 +49952,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3692" name="Broadcast_160849" type="Broadcast" version="opset3">
+		<layer id="3230" name="Broadcast_52655" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -55512,7 +49969,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3693" name="ReadValue_155364" type="ReadValue" version="opset6">
+		<layer id="3231" name="ReadValue_49868" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.16.valuepresent.16.value" variable_type="f32" variable_shape="?,32,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -55531,13 +49988,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3694" name="Constant_150304" type="Const" version="opset1">
+		<layer id="3232" name="Constant_47472" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
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 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3695" name="Gather_150305" type="Gather" version="opset8">
+		<layer id="3233" name="Gather_47473" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -55560,94 +50017,134 @@
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u8" shape="4096, 4096" offset="2288534648" size="16777216" />
+		<layer id="3234" name="self.model.layers.16.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="1910102528" size="8388608" />
 			<output>
-				<port id="0" precision="U8">
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+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="3697" name="Convert_168151" type="Convert" version="opset1">
+		<layer id="3235" name="Convert_75100" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3698" name="self.model.layers.16.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="4096, 1" offset="2305311864" size="4096" />
+		<layer id="3236" name="self.model.layers.16.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="1918491136" size="65536" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3699" name="Convert_168154" type="Convert" version="opset1">
+		<layer id="3237" name="Convert_75102" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3700" name="self.model.layers.16.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3238" name="self.model.layers.16.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3701" name="self.model.layers.16.self_attn.v_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 1" offset="2305315960" size="8192" />
+		<layer id="3239" name="self.model.layers.16.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="1918556672" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3702" name="self.model.layers.16.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3240" name="self.model.layers.16.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3241" name="Constant_75107" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="218617904" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3242" name="Reshape_75108" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
@@ -55655,7 +50152,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3703" name="self.model.layers.16.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3243" name="self.model.layers.16.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -55670,7 +50167,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3704" name="__module.model.layers.16.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3244" name="__module.model.layers.16.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -55684,14 +50181,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2748,value_states.33">
+				<port id="2" precision="FP32" names="2374,value_states.33">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3705" name="Constant_130325" type="Const" version="opset1">
+		<layer id="3245" name="Constant_40397" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="218617920" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -55699,7 +50196,7 @@
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 			</output>
 		</layer>
-		<layer id="3706" name="__module.model.layers.16.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="3246" name="__module.model.layers.16.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -55712,7 +50209,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2756">
+				<port id="2" precision="FP32" names="2382">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -55720,7 +50217,7 @@
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 			</output>
 		</layer>
-		<layer id="3707" name="__module.model.layers.16.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="3247" name="__module.model.layers.16.self_attn/aten::transpose/Constant_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -55728,7 +50225,7 @@
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 			</output>
 		</layer>
-		<layer id="3708" name="__module.model.layers.16.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="3248" name="__module.model.layers.16.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -55741,7 +50238,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2757">
+				<port id="2" precision="FP32" names="2383">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -55749,7 +50246,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3709" name="__module.model.layers.16.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="3249" name="__module.model.layers.16.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -55774,31 +50271,62 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3710" name="Constant_109517" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="3250" name="Constant_13758" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3251" name="ShapeOf_39179" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3711" name="Constant_109518" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="3252" name="Constant_39180" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="236050872" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3712" name="Constant_109514" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="3253" name="Constant_39181" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="3254" name="Gather_39182" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
 				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="2" precision="I64" />
+			</input>
+			<output>
+				<port id="3" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3713" name="ShapeOf_129077" type="ShapeOf" version="opset3">
+		<layer id="3255" name="ShapeOf_39183" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -55814,21 +50342,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3714" name="Constant_129078" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618284" size="8" />
+		<layer id="3256" name="Constant_39184" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="236050872" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3715" name="Constant_129079" type="Const" version="opset1">
+		<layer id="3257" name="Constant_39185" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3716" name="Gather_129080" type="Gather" version="opset8">
+		<layer id="3258" name="Gather_39186" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -55845,54 +50373,7 @@
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 			</output>
 		</layer>
-		<layer id="3717" name="ShapeOf_129081" type="ShapeOf" version="opset3">
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-			<input>
-				<port id="0" precision="FP32">
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-					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			<output>
-				<port id="1" precision="I64">
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-		</layer>
-		<layer id="3718" name="Constant_129082" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		<layer id="3719" name="Constant_129083" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64" />
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-		<layer id="3720" name="Gather_129084" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
-					<dim>1</dim>
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-				<port id="2" precision="I64" />
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-			<output>
-				<port id="3" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3721" name="Add_129085" type="Add" version="opset1">
+		<layer id="3259" name="Add_39187" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I64">
@@ -55903,50 +50384,20 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="I64" names="2821">
+				<port id="2" precision="I64" names="2422">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3722" name="Constant_109513" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="3260" name="Constant_13761" type="Const" version="opset1">
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 			<output>
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 				<port id="0" precision="I64">
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-				<port id="3" precision="I32">
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-			<output>
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-		<layer id="3724" name="Constant_109522" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
-			<output>
-				<port id="0" precision="I64">
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3261" name="__module.model.layers.16.self_attn/aten::slice/Slice_7" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -55955,17 +50406,20 @@
 					<dim>-1</dim>
 				</port>
 				<port id="1" precision="I64">
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+					<dim>1</dim>
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
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 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="2426">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
@@ -55973,7 +50427,7 @@
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 			</output>
 		</layer>
-		<layer id="3726" name="__module.model.layers.16.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="3262" name="__module.model.layers.16.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -56002,7 +50456,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2826,attn_output.65">
+				<port id="4" precision="FP32" names="2427,attn_output.65">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -56010,7 +50464,7 @@
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 			</output>
 		</layer>
-		<layer id="3727" name="__module.model.layers.16.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="3263" name="__module.model.layers.16.self_attn/aten::transpose/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
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 				<port id="0" precision="I32">
@@ -56018,7 +50472,7 @@
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 			</output>
 		</layer>
-		<layer id="3728" name="__module.model.layers.16.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="3264" name="__module.model.layers.16.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -56031,7 +50485,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2827">
+				<port id="2" precision="FP32" names="2428">
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -56039,7 +50493,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3729" name="__module.model.layers.16.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+		<layer id="3265" name="__module.model.layers.16.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -56054,21 +50508,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3730" name="Constant_102786" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="244124208" size="16" />
+		<layer id="3266" name="Constant_33973" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="236050896" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3731" name="Constant_102787" type="Const" version="opset1">
+		<layer id="3267" name="Constant_33974" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3732" name="Gather_102788" type="Gather" version="opset8">
+		<layer id="3268" name="Gather_33975" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -56085,7 +50539,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3733" name="__module.model.layers.16.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+		<layer id="3269" name="Constant_13835" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="209901604" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3270" name="__module.model.layers.16.self_attn/prim::ListConstruct_3" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -56096,12 +50558,12 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="I64" names="2829">
+				<port id="2" precision="I64">
 					<dim>3</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3734" name="__module.model.layers.16.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+		<layer id="3271" name="__module.model.layers.16.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -56115,101 +50577,141 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2830">
+				<port id="2" precision="FP32" names="2431">
+					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3735" name="self.model.layers.16.self_attn.o_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="4096, 4096" offset="2305324152" size="16777216" />
+		<layer id="3272" name="self.model.layers.16.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="1918818816" size="8388608" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3736" name="Convert_168173" type="Convert" version="opset1">
+		<layer id="3273" name="Convert_75122" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3737" name="self.model.layers.16.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="4096, 1" offset="2322101368" size="4096" />
+		<layer id="3274" name="self.model.layers.16.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="1927207424" size="65536" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3738" name="Convert_168176" type="Convert" version="opset1">
+		<layer id="3275" name="Convert_75124" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3739" name="self.model.layers.16.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3276" name="self.model.layers.16.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3740" name="self.model.layers.16.self_attn.o_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 1" offset="2322105464" size="8192" />
+		<layer id="3277" name="self.model.layers.16.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="1927272960" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3741" name="self.model.layers.16.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3278" name="self.model.layers.16.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3279" name="Constant_75129" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="218617904" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3280" name="Reshape_75130" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
@@ -56217,7 +50719,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3742" name="self.model.layers.16.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3281" name="self.model.layers.16.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -56232,13 +50734,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3743" name="__module.model.layers.16.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3282" name="__module.model.layers.16.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
+					<dim>-1</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>4096</dim>
@@ -56246,14 +50748,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2832,2834,hidden_states.429">
+				<port id="2" precision="FP32" names="2433,2435,hidden_states.429">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3744" name="__module.model.layers.16/aten::add/Add" type="Add" version="opset1">
+		<layer id="3283" name="__module.model.layers.16/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -56268,15 +50770,15 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2837,2839,2850,hidden_states.431,hidden_states.433">
+				<port id="2" precision="FP32" names="2438,2440,2451,hidden_states.431,hidden_states.433">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3745" name="Constant_123137" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 4096" offset="2322113656" size="16384" />
+		<layer id="3284" name="Constant_37043" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 4096" offset="1927535104" size="16384" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -56285,7 +50787,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3746" name="Constant_123136" type="Const" version="opset1">
+		<layer id="3285" name="Constant_37042" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="209901596" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -56295,7 +50797,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3747" name="Constant_123134" type="Const" version="opset1">
+		<layer id="3286" name="Constant_37040" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="209901600" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -56305,7 +50807,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3748" name="__module.model.layers.16.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="3287" name="__module.model.layers.16.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -56320,22 +50822,22 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2840">
+				<port id="2" precision="FP32" names="2441">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3749" name="Constant_8686" type="Const" version="opset1">
+		<layer id="3288" name="Constant_13862" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="209901604" size="8" />
 			<output>
-				<port id="0" precision="I64" names="2841">
+				<port id="0" precision="I64" names="2442">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3750" name="__module.model.layers.16.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="3289" name="__module.model.layers.16.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -56348,14 +50850,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2842,variance.67">
+				<port id="2" precision="FP32" names="2443,variance.67">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3751" name="Constant_123135" type="Const" version="opset1">
+		<layer id="3290" name="Constant_37041" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="209901612" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -56365,7 +50867,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3752" name="__module.model.layers.16.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="3291" name="__module.model.layers.16.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -56380,14 +50882,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2843">
+				<port id="2" precision="FP32" names="2444">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3753" name="__module.model.layers.16.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="3292" name="__module.model.layers.16.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -56403,7 +50905,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3754" name="__module.model.layers.16.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
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@@ -56418,14 +50920,14 @@
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+				<port id="2" precision="FP32" names="2445">
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+		<layer id="3294" name="__module.model.layers.16.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -56440,14 +50942,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="2446,2447,hidden_states.435,hidden_states.437">
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 		</layer>
-		<layer id="3756" name="__module.model.layers.16.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="3295" name="__module.model.layers.16.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -56462,15 +50964,15 @@
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 			<output>
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 					<dim>4096</dim>
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+		<layer id="3296" name="self.model.layers.16.mlp.gate_proj.weight" type="Const" version="opset1">
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@@ -56479,7 +50981,7 @@
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 		</layer>
-		<layer id="3758" name="Convert_166918" type="Convert" version="opset1">
+		<layer id="3297" name="Convert_73868" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -56496,8 +50998,8 @@
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-			<data element_type="u4" shape="11008, 32, 1" offset="2344674424" size="176128" />
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+			<data element_type="u4" shape="11008, 32, 1" offset="1950095872" size="176128" />
 			<output>
 				<port id="0" precision="U4">
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@@ -56506,7 +51008,7 @@
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 		</layer>
-		<layer id="3760" name="Convert_166920" type="Convert" version="opset1">
+		<layer id="3299" name="Convert_73870" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -56523,7 +51025,7 @@
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 		</layer>
-		<layer id="3761" name="self.model.layers.16.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3300" name="self.model.layers.16.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -56545,8 +51047,8 @@
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-			<data element_type="f16" shape="11008, 32, 1" offset="2344850552" size="704512" />
+		<layer id="3301" name="self.model.layers.16.mlp.gate_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>11008</dim>
@@ -56555,7 +51057,7 @@
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 			</output>
 		</layer>
-		<layer id="3763" name="self.model.layers.16.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3302" name="self.model.layers.16.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -56577,15 +51079,15 @@
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-		<layer id="3764" name="Constant_166925" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="276281944" size="16" />
+		<layer id="3303" name="Constant_73875" type="Const" version="opset1">
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 		</layer>
-		<layer id="3765" name="Reshape_166926" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -56604,7 +51106,7 @@
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 			</output>
 		</layer>
-		<layer id="3766" name="self.model.layers.16.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3305" name="self.model.layers.16.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -56619,7 +51121,7 @@
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 		</layer>
-		<layer id="3767" name="__module.model.layers.16.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3306" name="__module.model.layers.16.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -56633,14 +51135,14 @@
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 			<output>
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 		</layer>
-		<layer id="3768" name="__module.model.layers.16.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
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 			<input>
 				<port id="0" precision="FP32">
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@@ -56649,15 +51151,15 @@
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 			<output>
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 					<dim>11008</dim>
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+		<layer id="3308" name="self.model.layers.16.mlp.up_proj.weight" type="Const" version="opset1">
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 				<port id="0" precision="U4">
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@@ -56666,7 +51168,7 @@
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 		</layer>
-		<layer id="3770" name="Convert_166907" type="Convert" version="opset1">
+		<layer id="3309" name="Convert_73857" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -56683,8 +51185,8 @@
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-		<layer id="3771" name="self.model.layers.16.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="11008, 32, 1" offset="2368099448" size="176128" />
+		<layer id="3310" name="self.model.layers.16.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="11008, 32, 1" offset="1973520896" size="176128" />
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 				<port id="0" precision="U4">
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@@ -56693,7 +51195,7 @@
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 			</output>
 		</layer>
-		<layer id="3772" name="Convert_166909" type="Convert" version="opset1">
+		<layer id="3311" name="Convert_73859" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -56710,7 +51212,7 @@
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 		</layer>
-		<layer id="3773" name="self.model.layers.16.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -56732,8 +51234,8 @@
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-		<layer id="3774" name="self.model.layers.16.mlp.up_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="11008, 32, 1" offset="2368275576" size="704512" />
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>11008</dim>
@@ -56742,7 +51244,7 @@
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 			</output>
 		</layer>
-		<layer id="3775" name="self.model.layers.16.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3314" name="self.model.layers.16.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -56764,15 +51266,15 @@
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-		<layer id="3776" name="Constant_166914" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="276281944" size="16" />
+		<layer id="3315" name="Constant_73864" type="Const" version="opset1">
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-		<layer id="3777" name="Reshape_166915" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -56791,7 +51293,7 @@
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 		</layer>
-		<layer id="3778" name="self.model.layers.16.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -56806,7 +51308,7 @@
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 			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
@@ -56820,14 +51322,14 @@
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 			<output>
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-		<layer id="3780" name="__module.model.layers.16.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="3319" name="__module.model.layers.16.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -56842,15 +51344,15 @@
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 			</input>
 			<output>
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 					<dim>11008</dim>
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 				<port id="0" precision="U4">
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@@ -56859,7 +51361,7 @@
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 		</layer>
-		<layer id="3782" name="Convert_166929" type="Convert" version="opset1">
+		<layer id="3321" name="Convert_73879" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -56876,8 +51378,8 @@
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-			<data element_type="u4" shape="4096, 86, 1" offset="2391524472" size="176128" />
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 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -56886,7 +51388,7 @@
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-		<layer id="3784" name="Convert_166931" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -56903,7 +51405,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -56925,8 +51427,8 @@
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@@ -56935,7 +51437,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -56957,15 +51459,15 @@
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 			<input>
 				<port id="0" precision="FP16">
@@ -56984,7 +51486,7 @@
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 			<input>
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@@ -56999,7 +51501,7 @@
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 			<data transpose_a="false" transpose_b="true" />
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@@ -57013,14 +51515,14 @@
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@@ -57035,15 +51537,15 @@
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@@ -57115,14 +51617,14 @@
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@@ -57132,7 +51634,7 @@
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@@ -57170,7 +51672,7 @@
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@@ -57185,14 +51687,14 @@
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@@ -57207,14 +51709,14 @@
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@@ -57229,15 +51731,15 @@
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@@ -57246,7 +51748,7 @@
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@@ -57263,8 +51765,8 @@
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@@ -57273,7 +51775,7 @@
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@@ -57290,7 +51792,7 @@
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@@ -57312,8 +51814,8 @@
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@@ -57322,7 +51824,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -57344,7 +51846,7 @@
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-		<layer id="3812" name="Constant_168212" type="Const" version="opset1">
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@@ -57352,7 +51854,7 @@
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-		<layer id="3813" name="Reshape_168213" type="Reshape" version="opset1">
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@@ -57371,7 +51873,7 @@
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 			<input>
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@@ -57386,7 +51888,7 @@
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 			<data transpose_a="false" transpose_b="true" />
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@@ -57400,14 +51902,14 @@
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@@ -57415,7 +51917,7 @@
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 			<input>
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@@ -57428,7 +51930,7 @@
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@@ -57436,7 +51938,7 @@
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@@ -57444,7 +51946,7 @@
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 			<input>
 				<port id="0" precision="FP32">
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@@ -57457,7 +51959,7 @@
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 			<output>
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 					<dim>32</dim>
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@@ -57465,142 +51967,201 @@
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-			<data mode="bidirectional" />
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 			<input>
 				<port id="0" precision="FP32">
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-			<input>
-				<port id="0" precision="FP32">
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 			<output>
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 			<output>
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+			<data element_type="i64" shape="1" offset="218618252" size="8" />
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+				<port id="0" precision="I64">
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+		<layer id="3363" name="__module.model.layers.17.self_attn/aten::slice/Slice" type="Slice" version="opset8">
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 				<port id="0" precision="FP32">
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+		<layer id="3366" name="Constant_14224" type="Const" version="opset1">
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+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3367" name="Constant_14268" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3368" name="Constant_14270" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3826" name="__module.model.layers.17.self_attn.rotary_emb/aten::cos/Cos" type="Cos" version="opset1">
+		<layer id="3369" name="__module.model.layers.17.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="2" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="3" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
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 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="2513">
 					<dim>-1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
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+					<dim>64</dim>
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 			</output>
 		</layer>
-		<layer id="3827" name="__module.model.layers.17.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
+		<layer id="3370" name="__module.model.layers.17.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>64</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>64</dim>
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2931,cos.107">
+				<port id="2" precision="FP32" names="2521">
 					<dim>-1</dim>
-					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="3828" name="__module.model.layers.17.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="3371" name="__module.model.layers.17.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -57617,232 +52178,16 @@
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 			</input>
 			<output>
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-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="0" precision="I64">
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-		<layer id="3830" name="Constant_109526" type="Const" version="opset1">
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-				<port id="0" precision="I64">
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-		<layer id="3831" name="__module.model.layers.17.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
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-			<input>
-				<port id="0" precision="FP32">
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-					<dim>32</dim>
-					<dim>-1</dim>
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-				<port id="1" precision="I64">
-					<dim>4</dim>
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-			</output>
-		</layer>
-		<layer id="3832" name="__module.model.layers.17.self_attn/aten::size/Constant_3" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="3833" name="__module.model.layers.17.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
-			</input>
-			<output>
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-		</layer>
-		<layer id="3834" name="__module.model.layers.17.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
-			<data auto_broadcast="numpy" m_pythondiv="true" />
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-				<port id="1" precision="I64" />
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-			<output>
-				<port id="2" precision="I64" />
-			</output>
-		</layer>
-		<layer id="3835" name="__module.model.layers.17.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
-			<input>
-				<port id="0" precision="I64" />
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-			<output>
-				<port id="1" precision="I64" names="2936,2937,2941,2942" />
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-		</layer>
-		<layer id="3836" name="Constant_127776" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618224" size="8" />
-			<output>
-				<port id="0" precision="I64">
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-			</output>
-		</layer>
-		<layer id="3837" name="__module.model.layers.17.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
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-				<port id="1" precision="I64">
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-		<layer id="3838" name="Constant_109525" type="Const" version="opset1">
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-				<port id="0" precision="I32">
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-		<layer id="3839" name="ScatterUpdate_109528" type="ScatterUpdate" version="opset3">
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-				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
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-				<port id="3" precision="I32">
-					<dim>1</dim>
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-					<dim>4</dim>
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-			</output>
-		</layer>
-		<layer id="3840" name="Constant_109531" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		<layer id="3841" name="Constant_109534" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="3842" name="__module.model.layers.17.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
-			<input>
-				<port id="0" precision="FP32">
+				<port id="2" precision="FP32" names="2522">
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 					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
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 		</layer>
-		<layer id="3843" name="Constant_123142" type="Const" version="opset1">
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-		</layer>
-		<layer id="3844" name="__module.model.layers.17.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="3372" name="__module.model.layers.17.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="FP32">
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-					<dim>32</dim>
-					<dim>-1</dim>
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-		<layer id="3845" name="Constant_109579" type="Const" version="opset1">
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-			<output>
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-		<layer id="3846" name="Constant_109584" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="3847" name="__module.model.layers.17.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -57850,127 +52195,15 @@
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="I64">
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-					<dim>4</dim>
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-					<dim>-1</dim>
-					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>64</dim>
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-		<layer id="3848" name="__module.model.layers.17.self_attn/aten::cat/Concat" type="Concat" version="opset1">
-			<data axis="-1" />
-			<input>
-				<port id="0" precision="FP32">
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-					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>64</dim>
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 				<port id="1" precision="FP32">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
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-					<dim>-1</dim>
-					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-		<layer id="3849" name="__module.model.layers.17.self_attn.rotary_emb/aten::sin/Sin" type="Sin" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</input>
 			<output>
-				<port id="1" precision="FP32" names="2925,2927,2930,sin.103,sin.105">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			</output>
-		</layer>
-		<layer id="3850" name="__module.model.layers.17.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64" />
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-			<output>
-				<port id="2" precision="FP32" names="2932,sin.107">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-		<layer id="3851" name="__module.model.layers.17.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="FP32">
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-					<dim>32</dim>
-					<dim>-1</dim>
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-					<dim>-1</dim>
-					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-		<layer id="3852" name="__module.model.layers.17.self_attn/aten::add/Add" type="Add" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="FP32">
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-					<dim>32</dim>
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-				<port id="1" precision="FP32">
-					<dim>-1</dim>
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-					<dim>-1</dim>
-					<dim>128</dim>
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-			</input>
-			<output>
-				<port id="2" precision="FP32" names="2948">
+				<port id="2" precision="FP32" names="2523">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -57978,13 +52211,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3853" name="Constant_160861" type="Const" version="opset1">
+		<layer id="3373" name="Constant_52666" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="3854" name="Constant_160854" type="Const" version="opset1">
+		<layer id="3374" name="Constant_52659" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -57992,7 +52225,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3855" name="Constant_160856" type="Const" version="opset1">
+		<layer id="3375" name="Constant_52661" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -58000,7 +52233,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3856" name="Constant_160858" type="Const" version="opset1">
+		<layer id="3376" name="Constant_52663" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -58008,7 +52241,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3857" name="Concat_160859" type="Concat" version="opset1">
+		<layer id="3377" name="Concat_52664" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -58030,7 +52263,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3858" name="Broadcast_160862" type="Broadcast" version="opset3">
+		<layer id="3378" name="Broadcast_52667" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -58047,7 +52280,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3859" name="ReadValue_155366" type="ReadValue" version="opset6">
+		<layer id="3379" name="ReadValue_49870" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.17.keypresent.17.key" variable_type="f32" variable_shape="?,32,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -58066,13 +52299,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3860" name="Constant_150307" type="Const" version="opset1">
+		<layer id="3380" name="Constant_47475" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3861" name="Gather_150308" type="Gather" version="opset8">
+		<layer id="3381" name="Gather_47476" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -58095,8 +52328,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3862" name="self.model.layers.17.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 128" offset="2401137784" size="8388608" />
+		<layer id="3382" name="self.model.layers.17.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="2006559232" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -58105,7 +52338,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3863" name="Convert_168183" type="Convert" version="opset1">
+		<layer id="3383" name="Convert_75133" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -58122,8 +52355,8 @@
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="4096, 32, 1" offset="2409526392" size="65536" />
+		<layer id="3384" name="self.model.layers.17.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="2014947840" size="65536" />
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 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -58132,7 +52365,7 @@
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 			</output>
 		</layer>
-		<layer id="3865" name="Convert_168185" type="Convert" version="opset1">
+		<layer id="3385" name="Convert_75135" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -58149,7 +52382,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3866" name="self.model.layers.17.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3386" name="self.model.layers.17.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -58171,8 +52404,8 @@
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 			</output>
 		</layer>
-		<layer id="3867" name="self.model.layers.17.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="2409591928" size="262144" />
+		<layer id="3387" name="self.model.layers.17.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="2015013376" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -58181,7 +52414,7 @@
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 			</output>
 		</layer>
-		<layer id="3868" name="self.model.layers.17.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3388" name="self.model.layers.17.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -58203,7 +52436,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3869" name="Constant_168190" type="Const" version="opset1">
+		<layer id="3389" name="Constant_75140" type="Const" version="opset1">
 			<data element_type="i64" shape="2" offset="218617904" size="16" />
 			<output>
 				<port id="0" precision="I64">
@@ -58211,7 +52444,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3870" name="Reshape_168191" type="Reshape" version="opset1">
+		<layer id="3390" name="Reshape_75141" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -58230,7 +52463,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3871" name="self.model.layers.17.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3391" name="self.model.layers.17.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -58245,7 +52478,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3872" name="__module.model.layers.17.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3392" name="__module.model.layers.17.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -58259,14 +52492,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2494,key_states.39">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3873" name="Constant_130327" type="Const" version="opset1">
+		<layer id="3393" name="Constant_40399" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="218617920" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -58274,7 +52507,7 @@
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 			</output>
 		</layer>
-		<layer id="3874" name="__module.model.layers.17.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="3394" name="__module.model.layers.17.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -58287,7 +52520,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2901">
+				<port id="2" precision="FP32" names="2501">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -58295,7 +52528,7 @@
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 			</output>
 		</layer>
-		<layer id="3875" name="__module.model.layers.17.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="3395" name="__module.model.layers.17.self_attn/aten::transpose/Constant_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -58303,7 +52536,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3876" name="__module.model.layers.17.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="3396" name="__module.model.layers.17.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -58316,7 +52549,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2902,k.35">
+				<port id="2" precision="FP32" names="2502,k.35">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -58324,7 +52557,7 @@
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 			</output>
 		</layer>
-		<layer id="3877" name="__module.model.layers.17.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="3397" name="__module.model.layers.17.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -58341,7 +52574,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2949">
+				<port id="2" precision="FP32" names="2524">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -58349,76 +52582,23 @@
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 			</output>
 		</layer>
-		<layer id="3878" name="Constant_109627" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-			</output>
-		</layer>
-		<layer id="3879" name="Constant_109626" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="3398" name="Constant_14470" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3880" name="__module.model.layers.17.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
-			<data output_type="i64" />
-			<input>
-				<port id="0" precision="FP32">
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-					<dim>32</dim>
-					<dim>-1</dim>
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-			<output>
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-			</output>
-		</layer>
-		<layer id="3881" name="__module.model.layers.17.self_attn/aten::size/Constant_5" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="3399" name="Constant_14472" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618252" size="8" />
 			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="3882" name="__module.model.layers.17.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
-			</input>
-			<output>
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 			</output>
 		</layer>
-		<layer id="3883" name="__module.model.layers.17.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
-			<data auto_broadcast="numpy" m_pythondiv="true" />
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-				<port id="1" precision="I64" />
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-			<output>
-				<port id="2" precision="I64" />
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-		</layer>
-		<layer id="3884" name="__module.model.layers.17.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
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-				<port id="0" precision="I64" />
-			</input>
-			<output>
-				<port id="1" precision="I64" names="2952,2953,2957,2958" />
-			</output>
-		</layer>
-		<layer id="3885" name="Constant_127778" type="Const" version="opset1">
+		<layer id="3400" name="Constant_14474" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -58426,67 +52606,7 @@
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 			</output>
 		</layer>
-		<layer id="3886" name="__module.model.layers.17.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
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-		</layer>
-		<layer id="3887" name="Constant_109625" type="Const" version="opset1">
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-			<output>
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-		</layer>
-		<layer id="3888" name="ScatterUpdate_109628" type="ScatterUpdate" version="opset3">
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-				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
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-				<port id="3" precision="I32">
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-		</layer>
-		<layer id="3889" name="Constant_109631" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="3890" name="Constant_109634" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		<layer id="3891" name="__module.model.layers.17.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3401" name="__module.model.layers.17.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -58495,17 +52615,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="2534,x2.71">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -58513,8 +52636,8 @@
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 			</output>
 		</layer>
-		<layer id="3892" name="Constant_123143" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="218618356" size="4" />
+		<layer id="3402" name="Constant_37049" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="218618268" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -58524,7 +52647,7 @@
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 			</output>
 		</layer>
-		<layer id="3893" name="__module.model.layers.17.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="3403" name="__module.model.layers.17.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -58541,7 +52664,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2960">
+				<port id="2" precision="FP32" names="2535">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -58549,24 +52672,31 @@
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 			</output>
 		</layer>
-		<layer id="3894" name="Constant_109679" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="3404" name="Constant_14367" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3895" name="Constant_109684" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
+		<layer id="3405" name="Constant_14411" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
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 				</port>
 			</output>
 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3406" name="Constant_14413" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3407" name="__module.model.layers.17.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -58575,17 +52705,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="2529">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -58593,7 +52726,7 @@
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 			</output>
 		</layer>
-		<layer id="3897" name="__module.model.layers.17.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
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 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -58610,7 +52743,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2962">
+				<port id="2" precision="FP32" names="2537">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -58618,7 +52751,7 @@
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 			</output>
 		</layer>
-		<layer id="3898" name="__module.model.layers.17.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="3409" name="__module.model.layers.17.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -58635,7 +52768,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2538">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -58643,7 +52776,7 @@
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 			</output>
 		</layer>
-		<layer id="3899" name="__module.model.layers.17.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="3410" name="__module.model.layers.17.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -58660,7 +52793,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2964">
+				<port id="2" precision="FP32" names="2539">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -58668,7 +52801,7 @@
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 			</output>
 		</layer>
-		<layer id="3900" name="__module.model.layers.17.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="3411" name="__module.model.layers.17.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -58693,13 +52826,13 @@
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 		</layer>
-		<layer id="3901" name="Constant_160874" type="Const" version="opset1">
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 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="3902" name="Constant_160867" type="Const" version="opset1">
+		<layer id="3413" name="Constant_52671" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
@@ -58707,7 +52840,7 @@
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 			</output>
 		</layer>
-		<layer id="3903" name="Constant_160869" type="Const" version="opset1">
+		<layer id="3414" name="Constant_52673" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
@@ -58715,7 +52848,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3904" name="Constant_160871" type="Const" version="opset1">
+		<layer id="3415" name="Constant_52675" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -58723,7 +52856,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3905" name="Concat_160872" type="Concat" version="opset1">
+		<layer id="3416" name="Concat_52676" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -58745,7 +52878,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3906" name="Broadcast_160875" type="Broadcast" version="opset3">
+		<layer id="3417" name="Broadcast_52679" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -58762,7 +52895,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3907" name="ReadValue_155368" type="ReadValue" version="opset6">
+		<layer id="3418" name="ReadValue_49872" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.17.valuepresent.17.value" variable_type="f32" variable_shape="?,32,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -58781,13 +52914,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3908" name="Constant_150310" type="Const" version="opset1">
+		<layer id="3419" name="Constant_47478" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3909" name="Gather_150311" type="Gather" version="opset8">
+		<layer id="3420" name="Gather_47479" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -58810,94 +52943,134 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3910" name="self.model.layers.17.self_attn.v_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="4096, 4096" offset="2409854072" size="16777216" />
+		<layer id="3421" name="self.model.layers.17.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="2015275520" size="8388608" />
 			<output>
-				<port id="0" precision="U8">
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+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="3911" name="Convert_168195" type="Convert" version="opset1">
+		<layer id="3422" name="Convert_75144" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="3912" name="self.model.layers.17.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="4096, 1" offset="2426631288" size="4096" />
+		<layer id="3423" name="self.model.layers.17.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="2023664128" size="65536" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3913" name="Convert_168198" type="Convert" version="opset1">
+		<layer id="3424" name="Convert_75146" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3914" name="self.model.layers.17.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3425" name="self.model.layers.17.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3915" name="self.model.layers.17.self_attn.v_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 1" offset="2426635384" size="8192" />
+		<layer id="3426" name="self.model.layers.17.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="2023729664" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3916" name="self.model.layers.17.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3427" name="self.model.layers.17.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3428" name="Constant_75151" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="218617904" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3429" name="Reshape_75152" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
@@ -58905,7 +53078,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3917" name="self.model.layers.17.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3430" name="self.model.layers.17.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -58920,7 +53093,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3918" name="__module.model.layers.17.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3431" name="__module.model.layers.17.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -58934,14 +53107,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2896,value_states.35">
+				<port id="2" precision="FP32" names="2496,value_states.35">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3919" name="Constant_130328" type="Const" version="opset1">
+		<layer id="3432" name="Constant_40400" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="218617920" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -58949,7 +53122,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3920" name="__module.model.layers.17.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="3433" name="__module.model.layers.17.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -58962,7 +53135,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2904">
+				<port id="2" precision="FP32" names="2504">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -58970,7 +53143,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3921" name="__module.model.layers.17.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="3434" name="__module.model.layers.17.self_attn/aten::transpose/Constant_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -58978,7 +53151,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3922" name="__module.model.layers.17.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="3435" name="__module.model.layers.17.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -58991,7 +53164,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2905">
+				<port id="2" precision="FP32" names="2505">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -58999,7 +53172,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3923" name="__module.model.layers.17.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="3436" name="__module.model.layers.17.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -59024,31 +53197,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3924" name="Constant_109729" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
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-		<layer id="3925" name="Constant_109730" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3926" name="Constant_109726" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="3437" name="Constant_14538" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3927" name="ShapeOf_129152" type="ShapeOf" version="opset3">
+		<layer id="3438" name="ShapeOf_39252" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -59064,21 +53221,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3928" name="Constant_129153" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618284" size="8" />
+		<layer id="3439" name="Constant_39253" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="236050872" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3929" name="Constant_129154" type="Const" version="opset1">
+		<layer id="3440" name="Constant_39254" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3930" name="Gather_129155" type="Gather" version="opset8">
+		<layer id="3441" name="Gather_39255" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -59095,7 +53252,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3931" name="ShapeOf_129156" type="ShapeOf" version="opset3">
+		<layer id="3442" name="ShapeOf_39256" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -59111,21 +53268,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3932" name="Constant_129157" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618284" size="8" />
+		<layer id="3443" name="Constant_39257" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="236050872" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3933" name="Constant_129158" type="Const" version="opset1">
+		<layer id="3444" name="Constant_39258" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3934" name="Gather_129159" type="Gather" version="opset8">
+		<layer id="3445" name="Gather_39259" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -59142,7 +53299,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3935" name="Add_129160" type="Add" version="opset1">
+		<layer id="3446" name="Add_39260" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I64">
@@ -59153,50 +53310,20 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="I64" names="2969">
+				<port id="2" precision="I64" names="2544">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3936" name="Constant_109725" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="3447" name="Constant_14541" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
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-		</layer>
-		<layer id="3937" name="ScatterUpdate_109731" type="ScatterUpdate" version="opset3">
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 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
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-				<port id="3" precision="I32">
 					<dim>1</dim>
 				</port>
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-			<output>
-				<port id="4" precision="I64">
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-				</port>
 			</output>
 		</layer>
-		<layer id="3938" name="Constant_109734" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="3939" name="__module.model.layers.17.self_attn/aten::slice/Slice_7" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3448" name="__module.model.layers.17.self_attn/aten::slice/Slice_7" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -59205,17 +53332,20 @@
 					<dim>-1</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
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 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="2548">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
@@ -59223,7 +53353,7 @@
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 			</output>
 		</layer>
-		<layer id="3940" name="__module.model.layers.17.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="3449" name="__module.model.layers.17.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
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@@ -59252,7 +53382,7 @@
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+				<port id="4" precision="FP32" names="2549,attn_output.69">
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 					<dim>32</dim>
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@@ -59260,7 +53390,7 @@
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-		<layer id="3941" name="__module.model.layers.17.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="3450" name="__module.model.layers.17.self_attn/aten::transpose/Constant_3" type="Const" version="opset1">
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@@ -59268,7 +53398,7 @@
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 		</layer>
-		<layer id="3942" name="__module.model.layers.17.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="3451" name="__module.model.layers.17.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -59281,7 +53411,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2550">
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@@ -59289,7 +53419,7 @@
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 		</layer>
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+		<layer id="3452" name="__module.model.layers.17.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -59304,21 +53434,21 @@
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-		<layer id="3944" name="Constant_102796" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="244124208" size="16" />
+		<layer id="3453" name="Constant_33983" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="236050896" size="16" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="3945" name="Constant_102797" type="Const" version="opset1">
+		<layer id="3454" name="Constant_33984" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
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 		</layer>
-		<layer id="3946" name="Gather_102798" type="Gather" version="opset8">
+		<layer id="3455" name="Gather_33985" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -59335,7 +53465,15 @@
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 			</output>
 		</layer>
-		<layer id="3947" name="__module.model.layers.17.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+		<layer id="3456" name="Constant_14615" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="209901604" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
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+			</output>
+		</layer>
+		<layer id="3457" name="__module.model.layers.17.self_attn/prim::ListConstruct_3" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -59346,12 +53484,12 @@
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 			</input>
 			<output>
-				<port id="2" precision="I64" names="2977">
+				<port id="2" precision="I64">
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 		</layer>
-		<layer id="3948" name="__module.model.layers.17.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+		<layer id="3458" name="__module.model.layers.17.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -59365,15 +53503,15 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2553">
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 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
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 			</output>
 		</layer>
-		<layer id="3949" name="self.model.layers.17.self_attn.o_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 128" offset="2426643576" size="8388608" />
+		<layer id="3459" name="self.model.layers.17.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="2023991808" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -59382,7 +53520,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3950" name="Convert_168216" type="Convert" version="opset1">
+		<layer id="3460" name="Convert_75166" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -59399,8 +53537,8 @@
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 			</output>
 		</layer>
-		<layer id="3951" name="self.model.layers.17.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 1" offset="2435032184" size="65536" />
+		<layer id="3461" name="self.model.layers.17.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="2032380416" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -59409,7 +53547,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3952" name="Convert_168218" type="Convert" version="opset1">
+		<layer id="3462" name="Convert_75168" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -59426,7 +53564,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3953" name="self.model.layers.17.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3463" name="self.model.layers.17.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -59448,8 +53586,8 @@
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 			</output>
 		</layer>
-		<layer id="3954" name="self.model.layers.17.self_attn.o_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="2435097720" size="262144" />
+		<layer id="3464" name="self.model.layers.17.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="2032445952" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -59458,7 +53596,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3955" name="self.model.layers.17.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3465" name="self.model.layers.17.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -59480,7 +53618,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3956" name="Constant_168223" type="Const" version="opset1">
+		<layer id="3466" name="Constant_75173" type="Const" version="opset1">
 			<data element_type="i64" shape="2" offset="218617904" size="16" />
 			<output>
 				<port id="0" precision="I64">
@@ -59488,7 +53626,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3957" name="Reshape_168224" type="Reshape" version="opset1">
+		<layer id="3467" name="Reshape_75174" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -59507,7 +53645,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3958" name="self.model.layers.17.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3468" name="self.model.layers.17.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -59522,13 +53660,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3959" name="__module.model.layers.17.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3469" name="__module.model.layers.17.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
+					<dim>-1</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>4096</dim>
@@ -59536,14 +53674,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2980,2982,hidden_states.455">
+				<port id="2" precision="FP32" names="2555,2557,hidden_states.455">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3960" name="__module.model.layers.17/aten::add/Add" type="Add" version="opset1">
+		<layer id="3470" name="__module.model.layers.17/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -59558,15 +53696,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2985,2987,2998,hidden_states.457,hidden_states.459">
+				<port id="2" precision="FP32" names="2560,2562,2573,hidden_states.457,hidden_states.459">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3961" name="Constant_123147" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 4096" offset="2435359864" size="16384" />
+		<layer id="3471" name="Constant_37053" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 4096" offset="2032708096" size="16384" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -59575,7 +53713,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3962" name="Constant_123146" type="Const" version="opset1">
+		<layer id="3472" name="Constant_37052" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="209901596" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -59585,7 +53723,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3963" name="Constant_123144" type="Const" version="opset1">
+		<layer id="3473" name="Constant_37050" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="209901600" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -59595,7 +53733,7 @@
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 			</output>
 		</layer>
-		<layer id="3964" name="__module.model.layers.17.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="3474" name="__module.model.layers.17.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -59610,22 +53748,22 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2563">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3965" name="Constant_9179" type="Const" version="opset1">
+		<layer id="3475" name="Constant_14642" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="209901604" size="8" />
 			<output>
-				<port id="0" precision="I64" names="2989">
+				<port id="0" precision="I64" names="2564">
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 				</port>
 			</output>
 		</layer>
-		<layer id="3966" name="__module.model.layers.17.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="3476" name="__module.model.layers.17.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -59638,14 +53776,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2990,variance.71">
+				<port id="2" precision="FP32" names="2565,variance.71">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3967" name="Constant_123145" type="Const" version="opset1">
+		<layer id="3477" name="Constant_37051" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="209901612" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -59655,7 +53793,7 @@
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 			</output>
 		</layer>
-		<layer id="3968" name="__module.model.layers.17.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="3478" name="__module.model.layers.17.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -59670,14 +53808,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2991">
+				<port id="2" precision="FP32" names="2566">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="3969" name="__module.model.layers.17.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="3479" name="__module.model.layers.17.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -59693,7 +53831,7 @@
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 			</output>
 		</layer>
-		<layer id="3970" name="__module.model.layers.17.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="3480" name="__module.model.layers.17.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -59708,14 +53846,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2992">
+				<port id="2" precision="FP32" names="2567">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="3971" name="__module.model.layers.17.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="3481" name="__module.model.layers.17.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -59730,14 +53868,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2993,2994,hidden_states.461,hidden_states.463">
+				<port id="2" precision="FP32" names="2568,2569,hidden_states.461,hidden_states.463">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="3972" name="__module.model.layers.17.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="3482" name="__module.model.layers.17.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -59752,15 +53890,15 @@
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 			<output>
-				<port id="2" precision="FP32" names="2995,2997">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
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+		<layer id="3483" name="self.model.layers.17.mlp.gate_proj.weight" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U4">
 					<dim>11008</dim>
@@ -59769,7 +53907,7 @@
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 			</output>
 		</layer>
-		<layer id="3974" name="Convert_166951" type="Convert" version="opset1">
+		<layer id="3484" name="Convert_73901" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -59786,8 +53924,8 @@
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 			</output>
 		</layer>
-		<layer id="3975" name="self.model.layers.17.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="11008, 32, 1" offset="2457920632" size="176128" />
+		<layer id="3485" name="self.model.layers.17.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="11008, 32, 1" offset="2055268864" size="176128" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>11008</dim>
@@ -59796,7 +53934,7 @@
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 			</output>
 		</layer>
-		<layer id="3976" name="Convert_166953" type="Convert" version="opset1">
+		<layer id="3486" name="Convert_73903" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -59813,7 +53951,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -59835,8 +53973,8 @@
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@@ -59845,7 +53983,7 @@
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@@ -59867,15 +54005,15 @@
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+		<layer id="3490" name="Constant_73908" type="Const" version="opset1">
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@@ -59894,7 +54032,7 @@
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@@ -59909,7 +54047,7 @@
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-		<layer id="3986" name="Convert_166941" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
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 			<output>
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-			<data element_type="u8" shape="11008, 1" offset="2503890040" size="11008" />
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 		</layer>
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 				<port id="1" precision="FP16">
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 				<port id="0" precision="FP16">
 					<dim>11008</dim>
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 				<port id="1" precision="FP16">
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+					<dim>32</dim>
+					<dim>128</dim>
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+		<layer id="3502" name="Constant_73897" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="268208608" size="16" />
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+				<port id="0" precision="FP16">
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+					<dim>32</dim>
+					<dim>128</dim>
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@@ -60041,7 +54219,7 @@
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@@ -60056,7 +54234,7 @@
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-		<layer id="3994" name="__module.model.layers.17.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
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@@ -60109,7 +54287,7 @@
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-		<layer id="3996" name="Convert_166962" type="Convert" version="opset1">
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 			<input>
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@@ -60126,8 +54304,8 @@
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 			<input>
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@@ -60153,7 +54331,7 @@
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@@ -60175,8 +54353,8 @@
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@@ -60185,7 +54363,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -60207,15 +54385,15 @@
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@@ -60234,7 +54412,7 @@
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 			<input>
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@@ -60249,7 +54427,7 @@
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@@ -60302,7 +54480,7 @@
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@@ -60312,7 +54490,7 @@
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@@ -60496,7 +54674,7 @@
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 		</layer>
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@@ -60513,8 +54691,8 @@
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 		</layer>
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@@ -60540,7 +54718,7 @@
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 			<input>
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@@ -60562,8 +54740,8 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -60594,7 +54772,7 @@
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 		</layer>
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@@ -60602,7 +54780,7 @@
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@@ -60621,7 +54799,7 @@
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 		</layer>
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 			<input>
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@@ -60636,7 +54814,7 @@
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 					<dim>-1</dim>
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 					<dim>-1</dim>
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@@ -60694,7 +54872,7 @@
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@@ -60867,7 +54910,7 @@
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@@ -61021,17 +54951,20 @@
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@@ -61039,8 +54972,8 @@
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@@ -61050,7 +54983,7 @@
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@@ -61067,7 +55000,7 @@
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 					<dim>32</dim>
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@@ -61075,24 +55008,31 @@
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 				<port id="0" precision="I64">
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+		<layer id="3554" name="Constant_15048" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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+		<layer id="3555" name="Constant_15050" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3556" name="__module.model.layers.18.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
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@@ -61101,17 +55041,20 @@
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 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -61119,7 +55062,7 @@
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 		</layer>
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+		<layer id="3557" name="__module.model.layers.18.self_attn/aten::cat/Concat" type="Concat" version="opset1">
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 			<input>
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@@ -61136,7 +55079,7 @@
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 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -61144,41 +55087,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -61195,7 +55104,7 @@
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 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -61203,7 +55112,7 @@
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 			</output>
 		</layer>
-		<layer id="4066" name="__module.model.layers.18.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="3559" name="__module.model.layers.18.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -61220,7 +55129,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -61228,13 +55137,13 @@
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 			</output>
 		</layer>
-		<layer id="4067" name="Constant_160887" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32" />
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 		</layer>
-		<layer id="4068" name="Constant_160880" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
@@ -61242,7 +55151,7 @@
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 			</output>
 		</layer>
-		<layer id="4069" name="Constant_160882" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
@@ -61250,7 +55159,7 @@
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 			</output>
 		</layer>
-		<layer id="4070" name="Constant_160884" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
@@ -61258,7 +55167,7 @@
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 			</output>
 		</layer>
-		<layer id="4071" name="Concat_160885" type="Concat" version="opset1">
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 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -61280,7 +55189,7 @@
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 			</output>
 		</layer>
-		<layer id="4072" name="Broadcast_160888" type="Broadcast" version="opset3">
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 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -61297,7 +55206,7 @@
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 			</output>
 		</layer>
-		<layer id="4073" name="ReadValue_155370" type="ReadValue" version="opset6">
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 			<data variable_id="past_key_values.18.keypresent.18.key" variable_type="f32" variable_shape="?,32,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -61316,13 +55225,13 @@
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 			</output>
 		</layer>
-		<layer id="4074" name="Constant_150313" type="Const" version="opset1">
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 			<output>
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 		</layer>
-		<layer id="4075" name="Gather_150314" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -61345,8 +55254,8 @@
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 		</layer>
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 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -61355,7 +55264,7 @@
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 			</output>
 		</layer>
-		<layer id="4077" name="Convert_168227" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -61372,8 +55281,8 @@
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 		</layer>
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-			<data element_type="u4" shape="4096, 32, 1" offset="2544469368" size="65536" />
+		<layer id="3571" name="self.model.layers.18.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -61382,7 +55291,7 @@
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 			</output>
 		</layer>
-		<layer id="4079" name="Convert_168229" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -61399,7 +55308,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -61421,8 +55330,8 @@
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 		</layer>
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+		<layer id="3574" name="self.model.layers.18.self_attn.k_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -61431,7 +55340,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -61453,7 +55362,7 @@
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 			</output>
 		</layer>
-		<layer id="4083" name="Constant_168234" type="Const" version="opset1">
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 			<data element_type="i64" shape="2" offset="218617904" size="16" />
 			<output>
 				<port id="0" precision="I64">
@@ -61461,7 +55370,7 @@
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 		</layer>
-		<layer id="4084" name="Reshape_168235" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -61480,7 +55389,7 @@
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 			</output>
 		</layer>
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 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -61495,7 +55404,7 @@
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 		</layer>
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 			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
@@ -61509,14 +55418,14 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>4096</dim>
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-		<layer id="4087" name="Constant_130330" type="Const" version="opset1">
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 			<data element_type="i64" shape="4" offset="218617920" size="32" />
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@@ -61524,7 +55433,7 @@
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 			<data special_zero="true" />
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@@ -61537,7 +55446,7 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -61545,7 +55454,7 @@
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-		<layer id="4089" name="__module.model.layers.18.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
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@@ -61553,7 +55462,7 @@
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-		<layer id="4090" name="__module.model.layers.18.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="3583" name="__module.model.layers.18.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -61566,7 +55475,7 @@
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+				<port id="2" precision="FP32" names="2624,k.37">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -61574,7 +55483,7 @@
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 		</layer>
-		<layer id="4091" name="__module.model.layers.18.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="3584" name="__module.model.layers.18.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -61591,7 +55500,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2646">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -61599,76 +55508,23 @@
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-		<layer id="4093" name="Constant_109838" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="3585" name="Constant_15250" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
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-			<input>
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-					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
+		<layer id="3586" name="Constant_15252" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618252" size="8" />
 			<output>
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-				<port id="0" precision="I32" />
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-			<data batch_dims="0" />
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 		</layer>
-		<layer id="4098" name="__module.model.layers.18.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
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-		</layer>
-		<layer id="4099" name="Constant_127782" type="Const" version="opset1">
+		<layer id="3587" name="Constant_15254" type="Const" version="opset1">
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@@ -61676,67 +55532,7 @@
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 			</output>
 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3588" name="__module.model.layers.18.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -61745,17 +55541,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -61763,8 +55562,8 @@
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 			</output>
 		</layer>
-		<layer id="4106" name="Constant_123153" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="218618356" size="4" />
+		<layer id="3589" name="Constant_37059" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="218618268" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -61774,7 +55573,7 @@
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 			</output>
 		</layer>
-		<layer id="4107" name="__module.model.layers.18.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="3590" name="__module.model.layers.18.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -61791,7 +55590,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2657">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -61799,24 +55598,31 @@
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 			</output>
 		</layer>
-		<layer id="4108" name="Constant_109891" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="3591" name="Constant_15147" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4109" name="Constant_109896" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
+		<layer id="3592" name="Constant_15191" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3593" name="Constant_15193" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4110" name="__module.model.layers.18.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3594" name="__module.model.layers.18.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -61825,17 +55631,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="2651">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -61843,7 +55652,7 @@
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 			</output>
 		</layer>
-		<layer id="4111" name="__module.model.layers.18.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="3595" name="__module.model.layers.18.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -61860,7 +55669,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3110">
+				<port id="2" precision="FP32" names="2659">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -61868,7 +55677,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4112" name="__module.model.layers.18.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="3596" name="__module.model.layers.18.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -61885,7 +55694,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3111">
+				<port id="2" precision="FP32" names="2660">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -61893,7 +55702,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4113" name="__module.model.layers.18.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="3597" name="__module.model.layers.18.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -61910,7 +55719,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3112">
+				<port id="2" precision="FP32" names="2661">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -61918,7 +55727,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4114" name="__module.model.layers.18.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="3598" name="__module.model.layers.18.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -61943,13 +55752,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4115" name="Constant_160900" type="Const" version="opset1">
+		<layer id="3599" name="Constant_52702" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="4116" name="Constant_160893" type="Const" version="opset1">
+		<layer id="3600" name="Constant_52695" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -61957,7 +55766,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4117" name="Constant_160895" type="Const" version="opset1">
+		<layer id="3601" name="Constant_52697" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -61965,7 +55774,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4118" name="Constant_160897" type="Const" version="opset1">
+		<layer id="3602" name="Constant_52699" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -61973,7 +55782,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4119" name="Concat_160898" type="Concat" version="opset1">
+		<layer id="3603" name="Concat_52700" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -61995,7 +55804,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4120" name="Broadcast_160901" type="Broadcast" version="opset3">
+		<layer id="3604" name="Broadcast_52703" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -62012,7 +55821,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4121" name="ReadValue_155372" type="ReadValue" version="opset6">
+		<layer id="3605" name="ReadValue_49876" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.18.valuepresent.18.value" variable_type="f32" variable_shape="?,32,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -62031,13 +55840,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4122" name="Constant_150316" type="Const" version="opset1">
+		<layer id="3606" name="Constant_47484" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="4123" name="Gather_150317" type="Gather" version="opset8">
+		<layer id="3607" name="Gather_47485" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -62060,94 +55869,134 @@
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 			</output>
 		</layer>
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-			<data element_type="u8" shape="4096, 4096" offset="2544797048" size="16777216" />
+		<layer id="3608" name="self.model.layers.18.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="2120448512" size="8388608" />
 			<output>
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+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4125" name="Convert_168239" type="Convert" version="opset1">
+		<layer id="3609" name="Convert_75188" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u8" shape="4096, 1" offset="2561574264" size="4096" />
+		<layer id="3610" name="self.model.layers.18.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="2128837120" size="65536" />
 			<output>
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 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4127" name="Convert_168242" type="Convert" version="opset1">
+		<layer id="3611" name="Convert_75190" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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+		<layer id="3612" name="self.model.layers.18.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4129" name="self.model.layers.18.self_attn.v_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 1" offset="2561578360" size="8192" />
+		<layer id="3613" name="self.model.layers.18.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="2128902656" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4130" name="self.model.layers.18.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3614" name="self.model.layers.18.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3615" name="Constant_75195" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="218617904" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3616" name="Reshape_75196" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
@@ -62155,7 +56004,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4131" name="self.model.layers.18.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3617" name="self.model.layers.18.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -62170,7 +56019,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4132" name="__module.model.layers.18.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3618" name="__module.model.layers.18.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -62184,14 +56033,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3044,value_states.37">
+				<port id="2" precision="FP32" names="2618,value_states.37">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4133" name="Constant_130331" type="Const" version="opset1">
+		<layer id="3619" name="Constant_40403" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="218617920" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -62199,7 +56048,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4134" name="__module.model.layers.18.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="3620" name="__module.model.layers.18.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -62212,7 +56061,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3052">
+				<port id="2" precision="FP32" names="2626">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -62220,7 +56069,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4135" name="__module.model.layers.18.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="3621" name="__module.model.layers.18.self_attn/aten::transpose/Constant_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -62228,7 +56077,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4136" name="__module.model.layers.18.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="3622" name="__module.model.layers.18.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -62241,7 +56090,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3053">
+				<port id="2" precision="FP32" names="2627">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -62249,7 +56098,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4137" name="__module.model.layers.18.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="3623" name="__module.model.layers.18.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -62274,31 +56123,62 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4138" name="Constant_109941" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="3624" name="Constant_15318" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3625" name="ShapeOf_39325" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4139" name="Constant_109942" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="3626" name="Constant_39326" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="236050872" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4140" name="Constant_109938" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="3627" name="Constant_39327" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="3628" name="Gather_39328" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
 				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="2" precision="I64" />
+			</input>
+			<output>
+				<port id="3" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4141" name="ShapeOf_129227" type="ShapeOf" version="opset3">
+		<layer id="3629" name="ShapeOf_39329" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -62314,21 +56194,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4142" name="Constant_129228" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618284" size="8" />
+		<layer id="3630" name="Constant_39330" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="236050872" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4143" name="Constant_129229" type="Const" version="opset1">
+		<layer id="3631" name="Constant_39331" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="4144" name="Gather_129230" type="Gather" version="opset8">
+		<layer id="3632" name="Gather_39332" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -62345,54 +56225,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4145" name="ShapeOf_129231" type="ShapeOf" version="opset3">
-			<data output_type="i64" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			</input>
-			<output>
-				<port id="1" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4146" name="Constant_129232" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618284" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4147" name="Constant_129233" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="4" size="8" />
-			<output>
-				<port id="0" precision="I64" />
-			</output>
-		</layer>
-		<layer id="4148" name="Gather_129234" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64" />
-			</input>
-			<output>
-				<port id="3" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4149" name="Add_129235" type="Add" version="opset1">
+		<layer id="3633" name="Add_39333" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I64">
@@ -62403,50 +56236,20 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="I64" names="3117">
+				<port id="2" precision="I64" names="2666">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4150" name="Constant_109937" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="3634" name="Constant_15321" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4151" name="ScatterUpdate_109943" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="3" precision="I32">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="4152" name="Constant_109946" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4153" name="__module.model.layers.18.self_attn/aten::slice/Slice_7" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3635" name="__module.model.layers.18.self_attn/aten::slice/Slice_7" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -62455,17 +56258,20 @@
 					<dim>-1</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3121">
+				<port id="5" precision="FP32" names="2670">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
@@ -62473,7 +56279,7 @@
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 			</output>
 		</layer>
-		<layer id="4154" name="__module.model.layers.18.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="3636" name="__module.model.layers.18.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -62502,7 +56308,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3122,attn_output.73">
+				<port id="4" precision="FP32" names="2671,attn_output.73">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -62510,7 +56316,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4155" name="__module.model.layers.18.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="3637" name="__module.model.layers.18.self_attn/aten::transpose/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -62518,7 +56324,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4156" name="__module.model.layers.18.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="3638" name="__module.model.layers.18.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -62531,7 +56337,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3123">
+				<port id="2" precision="FP32" names="2672">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -62539,7 +56345,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4157" name="__module.model.layers.18.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+		<layer id="3639" name="__module.model.layers.18.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -62554,21 +56360,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4158" name="Constant_102806" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="244124208" size="16" />
+		<layer id="3640" name="Constant_33993" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="236050896" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4159" name="Constant_102807" type="Const" version="opset1">
+		<layer id="3641" name="Constant_33994" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="4160" name="Gather_102808" type="Gather" version="opset8">
+		<layer id="3642" name="Gather_33995" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -62585,7 +56391,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4161" name="__module.model.layers.18.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+		<layer id="3643" name="Constant_15395" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="209901604" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3644" name="__module.model.layers.18.self_attn/prim::ListConstruct_3" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -62596,12 +56410,12 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="I64" names="3125">
+				<port id="2" precision="I64">
 					<dim>3</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4162" name="__module.model.layers.18.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+		<layer id="3645" name="__module.model.layers.18.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
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-			<data element_type="u8" shape="4096, 4096" offset="2561586552" size="16777216" />
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-		<layer id="4164" name="Convert_168261" type="Convert" version="opset1">
+		<layer id="3647" name="Convert_75210" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
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-			<data element_type="u8" shape="4096, 1" offset="2578363768" size="4096" />
+		<layer id="3648" name="self.model.layers.18.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="2137553408" size="65536" />
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 		</layer>
-		<layer id="4166" name="Convert_168264" type="Convert" version="opset1">
+		<layer id="3649" name="Convert_75212" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
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 				</port>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
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 		</layer>
-		<layer id="4167" name="self.model.layers.18.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3650" name="self.model.layers.18.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
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+					<dim>128</dim>
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 				<port id="1" precision="FP16">
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 			<output>
 				<port id="2" precision="FP16">
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 		</layer>
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-			<data element_type="f16" shape="4096, 1" offset="2578367864" size="8192" />
+		<layer id="3651" name="self.model.layers.18.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="2137618944" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
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 		</layer>
-		<layer id="4169" name="self.model.layers.18.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3652" name="self.model.layers.18.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
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 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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+			<output>
+				<port id="2" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3653" name="Constant_75217" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="218617904" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3654" name="Reshape_75218" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64">
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 			<output>
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@@ -62717,7 +56571,7 @@
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 		</layer>
-		<layer id="4170" name="self.model.layers.18.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3655" name="self.model.layers.18.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
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@@ -62732,13 +56586,13 @@
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 		</layer>
-		<layer id="4171" name="__module.model.layers.18.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 					<dim>-1</dim>
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@@ -62746,14 +56600,14 @@
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 				<port id="0" precision="FP32">
@@ -62768,15 +56622,15 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>4096</dim>
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-			<data element_type="f32" shape="1, 1, 4096" offset="2578376056" size="16384" />
+		<layer id="3658" name="Constant_37063" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 4096" offset="2137881088" size="16384" />
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 				<port id="0" precision="FP32">
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@@ -62785,7 +56639,7 @@
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-		<layer id="4174" name="Constant_123156" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="209901596" size="4" />
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@@ -62795,7 +56649,7 @@
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 		</layer>
-		<layer id="4175" name="Constant_123154" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="209901600" size="4" />
 			<output>
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@@ -62805,7 +56659,7 @@
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 			</output>
 		</layer>
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+		<layer id="3661" name="__module.model.layers.18.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -62820,22 +56674,22 @@
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 			<output>
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 					<dim>4096</dim>
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-		<layer id="4177" name="Constant_9672" type="Const" version="opset1">
+		<layer id="3662" name="Constant_15422" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="209901604" size="8" />
 			<output>
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-		<layer id="4178" name="__module.model.layers.18.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="3663" name="__module.model.layers.18.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
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@@ -62848,14 +56702,14 @@
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 			<output>
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 					<dim>-1</dim>
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 		</layer>
-		<layer id="4179" name="Constant_123155" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="209901612" size="4" />
 			<output>
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@@ -62865,7 +56719,7 @@
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 		</layer>
-		<layer id="4180" name="__module.model.layers.18.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="3665" name="__module.model.layers.18.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -62880,14 +56734,14 @@
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 			<output>
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 					<dim>1</dim>
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 		</layer>
-		<layer id="4181" name="__module.model.layers.18.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="3666" name="__module.model.layers.18.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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@@ -62903,7 +56757,7 @@
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 		</layer>
-		<layer id="4182" name="__module.model.layers.18.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="3667" name="__module.model.layers.18.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -62918,14 +56772,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="2689">
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 		</layer>
-		<layer id="4183" name="__module.model.layers.18.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="3668" name="__module.model.layers.18.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -62940,14 +56794,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="2690,2691,hidden_states.487,hidden_states.489">
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 					<dim>-1</dim>
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 		</layer>
-		<layer id="4184" name="__module.model.layers.18.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="3669" name="__module.model.layers.18.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -62962,15 +56816,15 @@
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 			<output>
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 					<dim>4096</dim>
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 		</layer>
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+		<layer id="3670" name="self.model.layers.18.mlp.gate_proj.weight" type="Const" version="opset1">
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@@ -62979,7 +56833,7 @@
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 		</layer>
-		<layer id="4186" name="Convert_166984" type="Convert" version="opset1">
+		<layer id="3671" name="Convert_73934" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -62996,8 +56850,8 @@
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 			</output>
 		</layer>
-		<layer id="4187" name="self.model.layers.18.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="11008, 32, 1" offset="2600936824" size="176128" />
+		<layer id="3672" name="self.model.layers.18.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="11008, 32, 1" offset="2160441856" size="176128" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>11008</dim>
@@ -63006,7 +56860,7 @@
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 			</output>
 		</layer>
-		<layer id="4188" name="Convert_166986" type="Convert" version="opset1">
+		<layer id="3673" name="Convert_73936" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -63023,7 +56877,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -63045,8 +56899,8 @@
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+		<layer id="3675" name="self.model.layers.18.mlp.gate_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
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@@ -63055,7 +56909,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -63077,15 +56931,15 @@
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+		<layer id="3677" name="Constant_73941" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="268208608" size="16" />
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-		<layer id="4193" name="Reshape_166992" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -63104,7 +56958,7 @@
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 		</layer>
-		<layer id="4194" name="self.model.layers.18.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3679" name="self.model.layers.18.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
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@@ -63119,7 +56973,7 @@
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-		<layer id="4195" name="__module.model.layers.18.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3680" name="__module.model.layers.18.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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@@ -63133,14 +56987,14 @@
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@@ -63149,15 +57003,15 @@
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@@ -63166,7 +57020,7 @@
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@@ -63183,8 +57037,8 @@
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@@ -63193,7 +57047,7 @@
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@@ -63210,7 +57064,7 @@
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@@ -63232,8 +57086,8 @@
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@@ -63242,7 +57096,7 @@
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@@ -63264,15 +57118,15 @@
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@@ -63291,7 +57145,7 @@
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@@ -63306,7 +57160,7 @@
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@@ -63320,14 +57174,14 @@
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-		<layer id="4208" name="__module.model.layers.18.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
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 			<input>
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@@ -63342,15 +57196,15 @@
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 					<dim>11008</dim>
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@@ -63359,7 +57213,7 @@
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-		<layer id="4210" name="Convert_166995" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -63376,8 +57230,8 @@
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-			<data element_type="u4" shape="4096, 86, 1" offset="2647786872" size="176128" />
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@@ -63386,7 +57240,7 @@
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-		<layer id="4212" name="Convert_166997" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -63403,7 +57257,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -63425,8 +57279,8 @@
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@@ -63435,7 +57289,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -63457,15 +57311,15 @@
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-		<layer id="4217" name="Reshape_167003" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -63484,7 +57338,7 @@
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-		<layer id="4218" name="self.model.layers.18.mlp.down_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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 			<input>
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@@ -63499,7 +57353,7 @@
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 			<data transpose_a="false" transpose_b="true" />
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@@ -63513,14 +57367,14 @@
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 			<input>
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@@ -63535,15 +57389,15 @@
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 					<dim>4096</dim>
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@@ -63552,7 +57406,7 @@
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-		<layer id="4222" name="Constant_123160" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="209901596" size="4" />
 			<output>
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@@ -63562,7 +57416,7 @@
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-		<layer id="4223" name="Constant_123158" type="Const" version="opset1">
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@@ -63572,7 +57426,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -63587,22 +57441,22 @@
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-		<layer id="4225" name="Constant_9743" type="Const" version="opset1">
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@@ -63615,14 +57469,14 @@
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@@ -63632,7 +57486,7 @@
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@@ -63647,14 +57501,14 @@
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@@ -63670,7 +57524,7 @@
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@@ -63685,14 +57539,14 @@
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 			<data auto_broadcast="numpy" />
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@@ -63707,14 +57561,14 @@
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@@ -63746,7 +57600,7 @@
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -63763,8 +57617,8 @@
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u4" shape="4096, 32, 1" offset="2657072504" size="65536" />
+		<layer id="3720" name="self.model.layers.19.self_attn.q_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="2216577536" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -63773,7 +57627,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4236" name="Convert_168295" type="Convert" version="opset1">
+		<layer id="3721" name="Convert_75245" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -63790,7 +57644,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4237" name="self.model.layers.19.self_attn.q_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3722" name="self.model.layers.19.self_attn.q_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -63812,8 +57666,8 @@
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 			</output>
 		</layer>
-		<layer id="4238" name="self.model.layers.19.self_attn.q_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="2657138040" size="262144" />
+		<layer id="3723" name="self.model.layers.19.self_attn.q_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="2216643072" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -63822,7 +57676,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4239" name="self.model.layers.19.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3724" name="self.model.layers.19.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -63844,7 +57698,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4240" name="Constant_168300" type="Const" version="opset1">
+		<layer id="3725" name="Constant_75250" type="Const" version="opset1">
 			<data element_type="i64" shape="2" offset="218617904" size="16" />
 			<output>
 				<port id="0" precision="I64">
@@ -63852,7 +57706,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4241" name="Reshape_168301" type="Reshape" version="opset1">
+		<layer id="3726" name="Reshape_75251" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -63871,7 +57725,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4242" name="self.model.layers.19.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3727" name="self.model.layers.19.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -63886,7 +57740,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4243" name="__module.model.layers.19.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3728" name="__module.model.layers.19.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -63900,14 +57754,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2736,query_states.39">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4244" name="Constant_130332" type="Const" version="opset1">
+		<layer id="3729" name="Constant_40404" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="218617920" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -63915,7 +57769,7 @@
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 			</output>
 		</layer>
-		<layer id="4245" name="__module.model.layers.19.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
+		<layer id="3730" name="__module.model.layers.19.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -63928,7 +57782,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3194">
+				<port id="2" precision="FP32" names="2742">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -63936,7 +57790,7 @@
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 			</output>
 		</layer>
-		<layer id="4246" name="__module.model.layers.19.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
+		<layer id="3731" name="__module.model.layers.19.self_attn/aten::transpose/Constant" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -63944,7 +57798,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4247" name="__module.model.layers.19.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
+		<layer id="3732" name="__module.model.layers.19.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -63957,7 +57811,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3195,q.39">
+				<port id="2" precision="FP32" names="2743,q.39">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -63965,142 +57819,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4248" name="__module.model.layers.19.self_attn.rotary_emb/aten::to/Convert" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 64, 1" offset="218617968" size="256" />
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-					<dim>64</dim>
-					<dim>1</dim>
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-		</layer>
-		<layer id="4249" name="__module.model.layers.19.self_attn.rotary_emb/aten::expand/Broadcast" type="Broadcast" version="opset3">
-			<data mode="bidirectional" />
-			<input>
-				<port id="0" precision="FP32">
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-					<dim>1</dim>
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-		<layer id="4250" name="__module.model.layers.19.self_attn.rotary_emb/aten::matmul/MatMul" type="MatMul" version="opset1">
-			<data transpose_a="false" transpose_b="false" />
-			<input>
-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
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-		</layer>
-		<layer id="4251" name="__module.model.layers.19.self_attn.rotary_emb/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
-			<data element_type="i32" shape="3" offset="218618232" size="12" />
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-				<port id="0" precision="I32">
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-			</output>
-		</layer>
-		<layer id="4252" name="__module.model.layers.19.self_attn.rotary_emb/aten::transpose/Transpose" type="Transpose" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
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-					<dim>64</dim>
-					<dim>-1</dim>
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-					<dim>-1</dim>
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-		<layer id="4253" name="__module.model.layers.19.self_attn.rotary_emb/aten::cat/Concat" type="Concat" version="opset1">
-			<data axis="-1" />
-			<input>
-				<port id="0" precision="FP32">
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-				<port id="1" precision="FP32">
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-					<dim>-1</dim>
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-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4254" name="__module.model.layers.19.self_attn.rotary_emb/aten::cos/Cos" type="Cos" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
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-					<dim>128</dim>
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-		<layer id="4255" name="__module.model.layers.19.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
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-			</output>
-		</layer>
-		<layer id="4256" name="__module.model.layers.19.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="3733" name="__module.model.layers.19.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -64117,7 +57836,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3229">
+				<port id="2" precision="FP32" names="2752">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -64125,144 +57844,31 @@
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 			</output>
 		</layer>
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-		<layer id="4258" name="Constant_109950" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="3734" name="Constant_15887" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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-			<input>
-				<port id="0" precision="FP32">
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-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="3735" name="Constant_15889" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618252" size="8" />
 			<output>
-				<port id="0" precision="I32" />
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-		</layer>
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-			<data batch_dims="0" />
-			<input>
 				<port id="0" precision="I64">
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-			<output>
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-		<layer id="4262" name="__module.model.layers.19.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
-			<data auto_broadcast="numpy" m_pythondiv="true" />
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-				<port id="1" precision="I64" />
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-			<output>
-				<port id="2" precision="I64" />
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-		<layer id="4263" name="__module.model.layers.19.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
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-				<port id="0" precision="I64" />
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-			<output>
-				<port id="1" precision="I64" names="3232,3233,3237,3238" />
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-		<layer id="4264" name="Constant_127784" type="Const" version="opset1">
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-				<port id="0" precision="I64">
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-		<layer id="4265" name="__module.model.layers.19.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
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-		<layer id="4266" name="Constant_109949" type="Const" version="opset1">
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+		<layer id="3736" name="Constant_15891" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
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 				<port id="0" precision="I64">
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 					<dim>1</dim>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3737" name="__module.model.layers.19.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -64271,17 +57877,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
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 				</port>
 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -64289,8 +57898,8 @@
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 		</layer>
-		<layer id="4271" name="Constant_123162" type="Const" version="opset1">
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+		<layer id="3738" name="Constant_37068" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -64300,7 +57909,7 @@
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 			</output>
 		</layer>
-		<layer id="4272" name="__module.model.layers.19.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="3739" name="__module.model.layers.19.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -64317,7 +57926,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2763">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -64325,24 +57934,31 @@
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 		</layer>
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+		<layer id="3740" name="Constant_15784" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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-		<layer id="4274" name="Constant_110008" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
+		<layer id="3741" name="Constant_15828" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3742" name="Constant_15830" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
+			<output>
+				<port id="0" precision="I64">
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+		<layer id="3743" name="__module.model.layers.19.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -64351,17 +57967,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -64369,7 +57988,7 @@
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 			</output>
 		</layer>
-		<layer id="4276" name="__module.model.layers.19.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="3744" name="__module.model.layers.19.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -64386,7 +58005,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2765">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -64394,41 +58013,7 @@
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 			</output>
 		</layer>
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-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
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-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64" />
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-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-		</layer>
-		<layer id="4279" name="__module.model.layers.19.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="3745" name="__module.model.layers.19.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -64445,7 +58030,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3243">
+				<port id="2" precision="FP32" names="2766">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -64453,7 +58038,7 @@
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 			</output>
 		</layer>
-		<layer id="4280" name="__module.model.layers.19.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="3746" name="__module.model.layers.19.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -64470,7 +58055,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3244">
+				<port id="2" precision="FP32" names="2767">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -64478,13 +58063,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4281" name="Constant_160913" type="Const" version="opset1">
+		<layer id="3747" name="Constant_52714" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="4282" name="Constant_160906" type="Const" version="opset1">
+		<layer id="3748" name="Constant_52707" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -64492,7 +58077,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4283" name="Constant_160908" type="Const" version="opset1">
+		<layer id="3749" name="Constant_52709" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -64500,7 +58085,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4284" name="Constant_160910" type="Const" version="opset1">
+		<layer id="3750" name="Constant_52711" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -64508,7 +58093,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4285" name="Concat_160911" type="Concat" version="opset1">
+		<layer id="3751" name="Concat_52712" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -64530,7 +58115,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4286" name="Broadcast_160914" type="Broadcast" version="opset3">
+		<layer id="3752" name="Broadcast_52715" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -64547,7 +58132,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4287" name="ReadValue_155374" type="ReadValue" version="opset6">
+		<layer id="3753" name="ReadValue_49878" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.19.keypresent.19.key" variable_type="f32" variable_shape="?,32,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -64566,13 +58151,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4288" name="Constant_150319" type="Const" version="opset1">
+		<layer id="3754" name="Constant_47487" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="4289" name="Gather_150320" type="Gather" version="opset8">
+		<layer id="3755" name="Gather_47488" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -64595,8 +58180,8 @@
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 			</output>
 		</layer>
-		<layer id="4290" name="self.model.layers.19.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 128" offset="2657400184" size="8388608" />
+		<layer id="3756" name="self.model.layers.19.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="2216905216" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -64605,7 +58190,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4291" name="Convert_168271" type="Convert" version="opset1">
+		<layer id="3757" name="Convert_75221" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -64622,8 +58207,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4292" name="self.model.layers.19.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 1" offset="2665788792" size="65536" />
+		<layer id="3758" name="self.model.layers.19.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="2225293824" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -64632,7 +58217,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4293" name="Convert_168273" type="Convert" version="opset1">
+		<layer id="3759" name="Convert_75223" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -64649,7 +58234,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4294" name="self.model.layers.19.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3760" name="self.model.layers.19.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -64671,8 +58256,8 @@
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 			</output>
 		</layer>
-		<layer id="4295" name="self.model.layers.19.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="2665854328" size="262144" />
+		<layer id="3761" name="self.model.layers.19.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="2225359360" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -64681,7 +58266,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4296" name="self.model.layers.19.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3762" name="self.model.layers.19.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -64703,7 +58288,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4297" name="Constant_168278" type="Const" version="opset1">
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 			<data element_type="i64" shape="2" offset="218617904" size="16" />
 			<output>
 				<port id="0" precision="I64">
@@ -64711,7 +58296,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4298" name="Reshape_168279" type="Reshape" version="opset1">
+		<layer id="3764" name="Reshape_75229" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -64730,7 +58315,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4299" name="self.model.layers.19.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3765" name="self.model.layers.19.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -64745,7 +58330,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4300" name="__module.model.layers.19.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3766" name="__module.model.layers.19.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -64759,14 +58344,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3190,key_states.43">
+				<port id="2" precision="FP32" names="2738,key_states.43">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4301" name="Constant_130333" type="Const" version="opset1">
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 			<data element_type="i64" shape="4" offset="218617920" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -64774,7 +58359,7 @@
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 			</output>
 		</layer>
-		<layer id="4302" name="__module.model.layers.19.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="3768" name="__module.model.layers.19.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -64787,7 +58372,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3197">
+				<port id="2" precision="FP32" names="2745">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -64795,7 +58380,7 @@
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 			</output>
 		</layer>
-		<layer id="4303" name="__module.model.layers.19.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="3769" name="__module.model.layers.19.self_attn/aten::transpose/Constant_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -64803,7 +58388,7 @@
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 			</output>
 		</layer>
-		<layer id="4304" name="__module.model.layers.19.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="3770" name="__module.model.layers.19.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -64816,7 +58401,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2746,k.39">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -64824,7 +58409,7 @@
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 		</layer>
-		<layer id="4305" name="__module.model.layers.19.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="3771" name="__module.model.layers.19.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -64841,7 +58426,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2768">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -64849,144 +58434,31 @@
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+		<layer id="3772" name="Constant_16030" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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 		</layer>
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-		<layer id="4315" name="Constant_110049" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="3774" name="Constant_16034" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
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 				<port id="0" precision="I64">
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3775" name="__module.model.layers.19.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
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@@ -64995,17 +58467,20 @@
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 				</port>
 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			<output>
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 					<dim>32</dim>
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@@ -65013,8 +58488,8 @@
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 		</layer>
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-			<data element_type="f32" shape="1, 1, 1, 1" offset="218618356" size="4" />
+		<layer id="3776" name="Constant_37069" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -65024,7 +58499,7 @@
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 			</output>
 		</layer>
-		<layer id="4321" name="__module.model.layers.19.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="3777" name="__module.model.layers.19.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65041,7 +58516,7 @@
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 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -65049,24 +58524,31 @@
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 		</layer>
-		<layer id="4322" name="Constant_110103" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="3778" name="Constant_15927" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="4323" name="Constant_110108" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
+		<layer id="3779" name="Constant_15971" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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+			</output>
+		</layer>
+		<layer id="3780" name="Constant_15973" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
+			<output>
+				<port id="0" precision="I64">
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 			</output>
 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3781" name="__module.model.layers.19.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -65075,17 +58557,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="2773">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -65093,7 +58578,7 @@
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 			</output>
 		</layer>
-		<layer id="4325" name="__module.model.layers.19.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="3782" name="__module.model.layers.19.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65110,7 +58595,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3258">
+				<port id="2" precision="FP32" names="2781">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -65118,7 +58603,7 @@
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 			</output>
 		</layer>
-		<layer id="4326" name="__module.model.layers.19.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="3783" name="__module.model.layers.19.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65135,7 +58620,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3259">
+				<port id="2" precision="FP32" names="2782">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -65143,7 +58628,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4327" name="__module.model.layers.19.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="3784" name="__module.model.layers.19.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65160,7 +58645,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3260">
+				<port id="2" precision="FP32" names="2783">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -65168,7 +58653,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4328" name="__module.model.layers.19.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="3785" name="__module.model.layers.19.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65193,13 +58678,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4329" name="Constant_160926" type="Const" version="opset1">
+		<layer id="3786" name="Constant_52726" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="4330" name="Constant_160919" type="Const" version="opset1">
+		<layer id="3787" name="Constant_52719" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -65207,7 +58692,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4331" name="Constant_160921" type="Const" version="opset1">
+		<layer id="3788" name="Constant_52721" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -65215,7 +58700,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4332" name="Constant_160923" type="Const" version="opset1">
+		<layer id="3789" name="Constant_52723" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -65223,7 +58708,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4333" name="Concat_160924" type="Concat" version="opset1">
+		<layer id="3790" name="Concat_52724" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -65245,7 +58730,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4334" name="Broadcast_160927" type="Broadcast" version="opset3">
+		<layer id="3791" name="Broadcast_52727" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -65262,7 +58747,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4335" name="ReadValue_155376" type="ReadValue" version="opset6">
+		<layer id="3792" name="ReadValue_49880" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.19.valuepresent.19.value" variable_type="f32" variable_shape="?,32,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65281,13 +58766,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4336" name="Constant_150322" type="Const" version="opset1">
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 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="4337" name="Gather_150323" type="Gather" version="opset8">
+		<layer id="3794" name="Gather_47491" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65310,94 +58795,134 @@
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 			</output>
 		</layer>
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-			<data element_type="u8" shape="4096, 4096" offset="2666116472" size="16777216" />
+		<layer id="3795" name="self.model.layers.19.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="2225621504" size="8388608" />
 			<output>
-				<port id="0" precision="U8">
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+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4339" name="Convert_168283" type="Convert" version="opset1">
+		<layer id="3796" name="Convert_75232" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u8" shape="4096, 1" offset="2682893688" size="4096" />
+		<layer id="3797" name="self.model.layers.19.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="2234010112" size="65536" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4341" name="Convert_168286" type="Convert" version="opset1">
+		<layer id="3798" name="Convert_75234" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4342" name="self.model.layers.19.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3799" name="self.model.layers.19.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
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 		</layer>
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-			<data element_type="f16" shape="4096, 1" offset="2682897784" size="8192" />
+		<layer id="3800" name="self.model.layers.19.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="2234075648" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="4344" name="self.model.layers.19.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3801" name="self.model.layers.19.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
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+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3802" name="Constant_75239" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="218617904" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3803" name="Reshape_75240" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I64">
+					<dim>2</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
@@ -65405,7 +58930,7 @@
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 			</output>
 		</layer>
-		<layer id="4345" name="self.model.layers.19.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3804" name="self.model.layers.19.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -65420,7 +58945,7 @@
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 		</layer>
-		<layer id="4346" name="__module.model.layers.19.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3805" name="__module.model.layers.19.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -65434,14 +58959,14 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4347" name="Constant_130334" type="Const" version="opset1">
+		<layer id="3806" name="Constant_40406" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="218617920" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -65449,7 +58974,7 @@
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 			</output>
 		</layer>
-		<layer id="4348" name="__module.model.layers.19.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="3807" name="__module.model.layers.19.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65462,7 +58987,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3200">
+				<port id="2" precision="FP32" names="2748">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -65470,7 +58995,7 @@
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 			</output>
 		</layer>
-		<layer id="4349" name="__module.model.layers.19.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="3808" name="__module.model.layers.19.self_attn/aten::transpose/Constant_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -65478,7 +59003,7 @@
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 			</output>
 		</layer>
-		<layer id="4350" name="__module.model.layers.19.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="3809" name="__module.model.layers.19.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -65491,7 +59016,7 @@
 				</port>
 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2749">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -65499,7 +59024,7 @@
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 			</output>
 		</layer>
-		<layer id="4351" name="__module.model.layers.19.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="3810" name="__module.model.layers.19.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65524,31 +59049,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4352" name="Constant_110153" type="Const" version="opset1">
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-		<layer id="4353" name="Constant_110154" type="Const" version="opset1">
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-		<layer id="4354" name="Constant_110150" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="3811" name="Constant_16098" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
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 				</port>
 			</output>
 		</layer>
-		<layer id="4355" name="ShapeOf_129302" type="ShapeOf" version="opset3">
+		<layer id="3812" name="ShapeOf_39398" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65564,21 +59073,21 @@
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 			</output>
 		</layer>
-		<layer id="4356" name="Constant_129303" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618284" size="8" />
+		<layer id="3813" name="Constant_39399" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="236050872" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4357" name="Constant_129304" type="Const" version="opset1">
+		<layer id="3814" name="Constant_39400" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="4358" name="Gather_129305" type="Gather" version="opset8">
+		<layer id="3815" name="Gather_39401" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -65595,7 +59104,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4359" name="ShapeOf_129306" type="ShapeOf" version="opset3">
+		<layer id="3816" name="ShapeOf_39402" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65611,21 +59120,21 @@
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 			</output>
 		</layer>
-		<layer id="4360" name="Constant_129307" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618284" size="8" />
+		<layer id="3817" name="Constant_39403" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="236050872" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4361" name="Constant_129308" type="Const" version="opset1">
+		<layer id="3818" name="Constant_39404" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="4362" name="Gather_129309" type="Gather" version="opset8">
+		<layer id="3819" name="Gather_39405" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -65642,7 +59151,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4363" name="Add_129310" type="Add" version="opset1">
+		<layer id="3820" name="Add_39406" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I64">
@@ -65653,50 +59162,20 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="I64" names="3265">
+				<port id="2" precision="I64" names="2788">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4364" name="Constant_110149" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="3821" name="Constant_16101" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
-				<port id="0" precision="I32">
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-		<layer id="4365" name="ScatterUpdate_110155" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="3" precision="I32">
 					<dim>1</dim>
 				</port>
-			</input>
-			<output>
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-				</port>
-			</output>
-		</layer>
-		<layer id="4366" name="Constant_110158" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-				</port>
 			</output>
 		</layer>
-		<layer id="4367" name="__module.model.layers.19.self_attn/aten::slice/Slice_7" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3822" name="__module.model.layers.19.self_attn/aten::slice/Slice_7" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -65705,17 +59184,20 @@
 					<dim>-1</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="2792">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
@@ -65723,7 +59205,7 @@
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 			</output>
 		</layer>
-		<layer id="4368" name="__module.model.layers.19.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="3823" name="__module.model.layers.19.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65752,7 +59234,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3270,attn_output.77">
+				<port id="4" precision="FP32" names="2793,attn_output.77">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -65760,7 +59242,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4369" name="__module.model.layers.19.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="3824" name="__module.model.layers.19.self_attn/aten::transpose/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -65768,7 +59250,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4370" name="__module.model.layers.19.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="3825" name="__module.model.layers.19.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -65781,7 +59263,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3271">
+				<port id="2" precision="FP32" names="2794">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -65789,7 +59271,7 @@
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 			</output>
 		</layer>
-		<layer id="4371" name="__module.model.layers.19.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+		<layer id="3826" name="__module.model.layers.19.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65804,21 +59286,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4372" name="Constant_102816" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="244124208" size="16" />
+		<layer id="3827" name="Constant_34003" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="236050896" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4373" name="Constant_102817" type="Const" version="opset1">
+		<layer id="3828" name="Constant_34004" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="4374" name="Gather_102818" type="Gather" version="opset8">
+		<layer id="3829" name="Gather_34005" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -65835,7 +59317,15 @@
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 			</output>
 		</layer>
-		<layer id="4375" name="__module.model.layers.19.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+		<layer id="3830" name="Constant_16175" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="209901604" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3831" name="__module.model.layers.19.self_attn/prim::ListConstruct_3" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -65846,12 +59336,12 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="I64" names="3273">
+				<port id="2" precision="I64">
 					<dim>3</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4376" name="__module.model.layers.19.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+		<layer id="3832" name="__module.model.layers.19.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65865,101 +59355,141 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3274">
+				<port id="2" precision="FP32" names="2797">
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 					<dim>-1</dim>
 					<dim>-1</dim>
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 		</layer>
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-			<data element_type="u8" shape="4096, 4096" offset="2682905976" size="16777216" />
+		<layer id="3833" name="self.model.layers.19.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="2234337792" size="8388608" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4378" name="Convert_168305" type="Convert" version="opset1">
+		<layer id="3834" name="Convert_75254" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u8" shape="4096, 1" offset="2699683192" size="4096" />
+		<layer id="3835" name="self.model.layers.19.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="2242726400" size="65536" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4380" name="Convert_168308" type="Convert" version="opset1">
+		<layer id="3836" name="Convert_75256" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4381" name="self.model.layers.19.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3837" name="self.model.layers.19.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="f16" shape="4096, 1" offset="2699687288" size="8192" />
+		<layer id="3838" name="self.model.layers.19.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="2242791936" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4383" name="self.model.layers.19.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3839" name="self.model.layers.19.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3840" name="Constant_75261" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="218617904" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
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@@ -65967,7 +59497,7 @@
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@@ -65982,13 +59512,13 @@
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-			<data element_type="f32" shape="1, 1, 4096" offset="2699695480" size="16384" />
+		<layer id="3845" name="Constant_37073" type="Const" version="opset1">
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@@ -66035,7 +59565,7 @@
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@@ -66045,7 +59575,7 @@
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@@ -66055,7 +59585,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -66070,22 +59600,22 @@
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 			<data keep_dims="true" />
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@@ -66098,14 +59628,14 @@
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@@ -66115,7 +59645,7 @@
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@@ -66130,14 +59660,14 @@
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+		<layer id="3853" name="__module.model.layers.19.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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@@ -66153,7 +59683,7 @@
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+		<layer id="3854" name="__module.model.layers.19.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
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@@ -66168,14 +59698,14 @@
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+		<layer id="3855" name="__module.model.layers.19.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -66190,14 +59720,14 @@
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@@ -66212,15 +59742,15 @@
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+		<layer id="3857" name="self.model.layers.19.mlp.gate_proj.weight" type="Const" version="opset1">
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@@ -66229,7 +59759,7 @@
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 		</layer>
-		<layer id="4400" name="Convert_167017" type="Convert" version="opset1">
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 			<input>
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@@ -66246,8 +59776,8 @@
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-			<data element_type="u4" shape="11008, 32, 1" offset="2722256248" size="176128" />
+		<layer id="3859" name="self.model.layers.19.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
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@@ -66256,7 +59786,7 @@
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-		<layer id="4402" name="Convert_167019" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -66273,7 +59803,7 @@
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 		</layer>
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 			<input>
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@@ -66295,8 +59825,8 @@
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@@ -66305,7 +59835,7 @@
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 		</layer>
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@@ -66327,15 +59857,15 @@
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-		<layer id="4407" name="Reshape_167025" type="Reshape" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
@@ -66354,7 +59884,7 @@
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+		<layer id="3866" name="self.model.layers.19.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
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@@ -66369,7 +59899,7 @@
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-		<layer id="4409" name="__module.model.layers.19.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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@@ -66383,14 +59913,14 @@
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 			<output>
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 			<input>
 				<port id="0" precision="FP32">
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@@ -66399,15 +59929,15 @@
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@@ -66416,7 +59946,7 @@
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-		<layer id="4412" name="Convert_167006" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -66433,8 +59963,8 @@
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@@ -66443,7 +59973,7 @@
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -66460,7 +59990,7 @@
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@@ -66482,8 +60012,8 @@
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@@ -66492,7 +60022,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -66514,15 +60044,15 @@
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@@ -66541,7 +60071,7 @@
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@@ -66556,7 +60086,7 @@
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@@ -67194,7 +60724,7 @@
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 		</layer>
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@@ -67207,7 +60737,7 @@
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 			<output>
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 					<dim>32</dim>
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@@ -67215,142 +60745,201 @@
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-			<data mode="bidirectional" />
+		<layer id="3920" name="__module.model.layers.20.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
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-			<input>
-				<port id="0" precision="FP32">
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 				<port id="1" precision="FP32">
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 					<dim>1</dim>
 					<dim>-1</dim>
+					<dim>128</dim>
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 			<output>
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+					<dim>32</dim>
 					<dim>-1</dim>
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 			</output>
 		</layer>
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-			<data element_type="i32" shape="3" offset="218618232" size="12" />
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+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
-				<port id="0" precision="I32">
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 			</output>
 		</layer>
-		<layer id="4466" name="__module.model.layers.20.self_attn.rotary_emb/aten::transpose/Transpose" type="Transpose" version="opset1">
+		<layer id="3922" name="Constant_16669" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618252" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
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+		</layer>
+		<layer id="3923" name="Constant_16671" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
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+		</layer>
+		<layer id="3924" name="__module.model.layers.20.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			<output>
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 					<dim>64</dim>
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 		</layer>
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-			<data axis="-1" />
+		<layer id="3925" name="Constant_37078" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="218618268" size="4" />
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+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
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+		</layer>
+		<layer id="3926" name="__module.model.layers.20.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
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 				<port id="1" precision="FP32">
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-					<dim>-1</dim>
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+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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 					<dim>-1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>64</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3927" name="Constant_16564" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
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+			</output>
+		</layer>
+		<layer id="3928" name="Constant_16608" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
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+			</output>
+		</layer>
+		<layer id="3929" name="Constant_16610" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
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+				<port id="0" precision="I64">
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 			</output>
 		</layer>
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+		<layer id="3930" name="__module.model.layers.20.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
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 					<dim>128</dim>
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 					<dim>-1</dim>
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 					<dim>-1</dim>
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 		</layer>
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
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 					<dim>-1</dim>
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+					<dim>64</dim>
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 			<output>
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 					<dim>-1</dim>
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 					<dim>-1</dim>
 					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="4470" name="__module.model.layers.20.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="3932" name="__module.model.layers.20.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -67367,232 +60956,16 @@
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@@ -67728,13 +60989,13 @@
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@@ -67742,7 +61003,7 @@
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@@ -67750,7 +61011,7 @@
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@@ -67758,7 +61019,7 @@
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@@ -67780,7 +61041,7 @@
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@@ -67845,8 +61106,8 @@
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@@ -67882,7 +61143,7 @@
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 		</layer>
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@@ -67899,7 +61160,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -67953,7 +61214,7 @@
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 				<port id="0" precision="FP16">
@@ -67980,7 +61241,7 @@
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 		</layer>
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@@ -67995,7 +61256,7 @@
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+		<layer id="3962" name="__module.model.layers.20.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -68245,17 +61393,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="2900,x2.83">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -68263,8 +61414,8 @@
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 		</layer>
-		<layer id="4534" name="Constant_123173" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="218618356" size="4" />
+		<layer id="3963" name="Constant_37079" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="218618268" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -68274,7 +61425,7 @@
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 			</output>
 		</layer>
-		<layer id="4535" name="__module.model.layers.20.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="3964" name="__module.model.layers.20.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -68291,7 +61442,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3404">
+				<port id="2" precision="FP32" names="2901">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -68299,24 +61450,31 @@
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 			</output>
 		</layer>
-		<layer id="4536" name="Constant_110315" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="3965" name="Constant_16707" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 		</layer>
-		<layer id="4537" name="Constant_110320" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
+		<layer id="3966" name="Constant_16751" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3967" name="Constant_16753" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4538" name="__module.model.layers.20.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3968" name="__module.model.layers.20.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -68325,17 +61483,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
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 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="2895">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -68343,7 +61504,7 @@
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 			</output>
 		</layer>
-		<layer id="4539" name="__module.model.layers.20.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="3969" name="__module.model.layers.20.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -68360,7 +61521,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3406">
+				<port id="2" precision="FP32" names="2903">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -68368,7 +61529,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4540" name="__module.model.layers.20.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="3970" name="__module.model.layers.20.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -68385,7 +61546,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3407">
+				<port id="2" precision="FP32" names="2904">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -68393,7 +61554,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4541" name="__module.model.layers.20.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="3971" name="__module.model.layers.20.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -68410,7 +61571,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3408">
+				<port id="2" precision="FP32" names="2905">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -68418,7 +61579,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4542" name="__module.model.layers.20.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="3972" name="__module.model.layers.20.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -68443,13 +61604,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4543" name="Constant_160952" type="Const" version="opset1">
+		<layer id="3973" name="Constant_52750" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="4544" name="Constant_160945" type="Const" version="opset1">
+		<layer id="3974" name="Constant_52743" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -68457,7 +61618,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4545" name="Constant_160947" type="Const" version="opset1">
+		<layer id="3975" name="Constant_52745" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -68465,7 +61626,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4546" name="Constant_160949" type="Const" version="opset1">
+		<layer id="3976" name="Constant_52747" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -68473,7 +61634,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4547" name="Concat_160950" type="Concat" version="opset1">
+		<layer id="3977" name="Concat_52748" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -68495,7 +61656,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4548" name="Broadcast_160953" type="Broadcast" version="opset3">
+		<layer id="3978" name="Broadcast_52751" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -68512,7 +61673,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4549" name="ReadValue_155384" type="ReadValue" version="opset6">
+		<layer id="3979" name="ReadValue_49888" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.20.valuepresent.20.value" variable_type="f32" variable_shape="?,32,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -68531,13 +61692,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4550" name="Constant_150328" type="Const" version="opset1">
+		<layer id="3980" name="Constant_47496" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="4551" name="Gather_150329" type="Gather" version="opset8">
+		<layer id="3981" name="Gather_47497" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -68560,94 +61721,134 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4552" name="self.model.layers.20.self_attn.v_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="4096, 4096" offset="2787435896" size="16777216" />
+		<layer id="3982" name="self.model.layers.20.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="2330794496" size="8388608" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4553" name="Convert_168327" type="Convert" version="opset1">
+		<layer id="3983" name="Convert_75276" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4554" name="self.model.layers.20.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="4096, 1" offset="2804213112" size="4096" />
+		<layer id="3984" name="self.model.layers.20.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="2339183104" size="65536" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4555" name="Convert_168330" type="Convert" version="opset1">
+		<layer id="3985" name="Convert_75278" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4556" name="self.model.layers.20.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3986" name="self.model.layers.20.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4557" name="self.model.layers.20.self_attn.v_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 1" offset="2804217208" size="8192" />
+		<layer id="3987" name="self.model.layers.20.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="2339248640" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4558" name="self.model.layers.20.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3988" name="self.model.layers.20.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3989" name="Constant_75283" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="218617904" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3990" name="Reshape_75284" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
@@ -68655,7 +61856,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4559" name="self.model.layers.20.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3991" name="self.model.layers.20.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -68670,7 +61871,7 @@
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 			</output>
 		</layer>
-		<layer id="4560" name="__module.model.layers.20.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3992" name="__module.model.layers.20.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -68684,14 +61885,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3340,value_states.41">
+				<port id="2" precision="FP32" names="2862,value_states.41">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
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 			</output>
 		</layer>
-		<layer id="4561" name="Constant_130337" type="Const" version="opset1">
+		<layer id="3993" name="Constant_40409" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="218617920" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -68699,7 +61900,7 @@
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 			</output>
 		</layer>
-		<layer id="4562" name="__module.model.layers.20.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="3994" name="__module.model.layers.20.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -68712,7 +61913,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3348">
+				<port id="2" precision="FP32" names="2870">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -68720,7 +61921,7 @@
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 			</output>
 		</layer>
-		<layer id="4563" name="__module.model.layers.20.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="3995" name="__module.model.layers.20.self_attn/aten::transpose/Constant_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -68728,7 +61929,7 @@
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 			</output>
 		</layer>
-		<layer id="4564" name="__module.model.layers.20.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="3996" name="__module.model.layers.20.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -68741,7 +61942,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2871">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -68749,7 +61950,7 @@
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-		<layer id="4565" name="__module.model.layers.20.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
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@@ -68774,31 +61975,15 @@
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-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="3998" name="Constant_16878" type="Const" version="opset1">
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 		</layer>
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@@ -68814,21 +61999,21 @@
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 		</layer>
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-			<data element_type="i64" shape="1" offset="218618284" size="8" />
+		<layer id="4000" name="Constant_39472" type="Const" version="opset1">
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 		</layer>
-		<layer id="4571" name="Constant_129379" type="Const" version="opset1">
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 		</layer>
-		<layer id="4572" name="Gather_129380" type="Gather" version="opset8">
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 			<input>
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@@ -68845,7 +62030,7 @@
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 		</layer>
-		<layer id="4573" name="ShapeOf_129381" type="ShapeOf" version="opset3">
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 			<data output_type="i64" />
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@@ -68861,21 +62046,21 @@
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-			<data element_type="i64" shape="1" offset="218618284" size="8" />
+		<layer id="4004" name="Constant_39476" type="Const" version="opset1">
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 		</layer>
-		<layer id="4575" name="Constant_129383" type="Const" version="opset1">
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 				<port id="0" precision="I64" />
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 		</layer>
-		<layer id="4576" name="Gather_129384" type="Gather" version="opset8">
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 			<input>
 				<port id="0" precision="I64">
@@ -68892,7 +62077,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4577" name="Add_129385" type="Add" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I64">
@@ -68903,50 +62088,20 @@
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 			</input>
 			<output>
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+				<port id="2" precision="I64" names="2910">
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 		</layer>
-		<layer id="4578" name="Constant_110361" type="Const" version="opset1">
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+		<layer id="4008" name="Constant_16881" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4009" name="__module.model.layers.20.self_attn/aten::slice/Slice_7" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -68955,17 +62110,20 @@
 					<dim>-1</dim>
 				</port>
 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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 			</input>
 			<output>
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 					<dim>1</dim>
 					<dim>-1</dim>
@@ -68973,7 +62131,7 @@
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 		</layer>
-		<layer id="4582" name="__module.model.layers.20.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="4010" name="__module.model.layers.20.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
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@@ -69002,7 +62160,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -69010,7 +62168,7 @@
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 			</output>
 		</layer>
-		<layer id="4583" name="__module.model.layers.20.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
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 			<data element_type="i32" shape="4" offset="218617952" size="16" />
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 				<port id="0" precision="I32">
@@ -69018,7 +62176,7 @@
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 			</output>
 		</layer>
-		<layer id="4584" name="__module.model.layers.20.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="4012" name="__module.model.layers.20.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -69031,7 +62189,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2916">
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -69039,7 +62197,7 @@
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 			</output>
 		</layer>
-		<layer id="4585" name="__module.model.layers.20.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
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 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -69054,21 +62212,21 @@
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 			</output>
 		</layer>
-		<layer id="4586" name="Constant_102826" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="244124208" size="16" />
+		<layer id="4014" name="Constant_34013" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="236050896" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
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 			</output>
 		</layer>
-		<layer id="4587" name="Constant_102827" type="Const" version="opset1">
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 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="4588" name="Gather_102828" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -69085,7 +62243,15 @@
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 			</output>
 		</layer>
-		<layer id="4589" name="__module.model.layers.20.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+		<layer id="4017" name="Constant_16955" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="209901604" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
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+		<layer id="4018" name="__module.model.layers.20.self_attn/prim::ListConstruct_3" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -69096,12 +62262,12 @@
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 			</input>
 			<output>
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+				<port id="2" precision="I64">
 					<dim>3</dim>
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 		</layer>
-		<layer id="4590" name="__module.model.layers.20.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+		<layer id="4019" name="__module.model.layers.20.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -69115,15 +62281,15 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2919">
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 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
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 		</layer>
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-			<data element_type="u4" shape="4096, 32, 128" offset="2804225400" size="8388608" />
+		<layer id="4020" name="self.model.layers.20.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="2339510784" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -69132,7 +62298,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4592" name="Convert_168348" type="Convert" version="opset1">
+		<layer id="4021" name="Convert_75298" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -69149,8 +62315,8 @@
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 			</output>
 		</layer>
-		<layer id="4593" name="self.model.layers.20.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 1" offset="2812614008" size="65536" />
+		<layer id="4022" name="self.model.layers.20.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="2347899392" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -69159,7 +62325,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4594" name="Convert_168350" type="Convert" version="opset1">
+		<layer id="4023" name="Convert_75300" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -69176,7 +62342,7 @@
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 			</output>
 		</layer>
-		<layer id="4595" name="self.model.layers.20.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -69198,8 +62364,8 @@
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 			</output>
 		</layer>
-		<layer id="4596" name="self.model.layers.20.self_attn.o_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="2812679544" size="262144" />
+		<layer id="4025" name="self.model.layers.20.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="2347964928" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -69208,7 +62374,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4597" name="self.model.layers.20.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -69230,7 +62396,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4598" name="Constant_168355" type="Const" version="opset1">
+		<layer id="4027" name="Constant_75305" type="Const" version="opset1">
 			<data element_type="i64" shape="2" offset="218617904" size="16" />
 			<output>
 				<port id="0" precision="I64">
@@ -69238,7 +62404,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4599" name="Reshape_168356" type="Reshape" version="opset1">
+		<layer id="4028" name="Reshape_75306" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -69257,7 +62423,7 @@
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 			</output>
 		</layer>
-		<layer id="4600" name="self.model.layers.20.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -69272,13 +62438,13 @@
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 			</output>
 		</layer>
-		<layer id="4601" name="__module.model.layers.20.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
+					<dim>-1</dim>
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 				<port id="1" precision="FP32">
 					<dim>4096</dim>
@@ -69286,14 +62452,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3424,3426,hidden_states.533">
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 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
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 			</output>
 		</layer>
-		<layer id="4602" name="__module.model.layers.20/aten::add/Add" type="Add" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -69308,15 +62474,15 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
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+		<layer id="4032" name="Constant_37083" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -69325,7 +62491,7 @@
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 			</output>
 		</layer>
-		<layer id="4604" name="Constant_123176" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="209901596" size="4" />
 			<output>
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@@ -69335,7 +62501,7 @@
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 			</output>
 		</layer>
-		<layer id="4605" name="Constant_123174" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="209901600" size="4" />
 			<output>
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@@ -69345,7 +62511,7 @@
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@@ -69360,22 +62526,22 @@
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-		<layer id="4607" name="Constant_10658" type="Const" version="opset1">
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@@ -69388,14 +62554,14 @@
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+				<port id="2" precision="FP32" names="2931,variance.83">
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-		<layer id="4609" name="Constant_123175" type="Const" version="opset1">
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@@ -69405,7 +62571,7 @@
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+		<layer id="4039" name="__module.model.layers.20.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
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@@ -69420,14 +62586,14 @@
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 			<output>
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-		<layer id="4611" name="__module.model.layers.20.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="4040" name="__module.model.layers.20.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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@@ -69443,7 +62609,7 @@
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 		</layer>
-		<layer id="4612" name="__module.model.layers.20.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="4041" name="__module.model.layers.20.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -69458,14 +62624,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="2933">
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 		</layer>
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+		<layer id="4042" name="__module.model.layers.20.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -69480,14 +62646,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="2934,2935,hidden_states.539,hidden_states.541">
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 		</layer>
-		<layer id="4614" name="__module.model.layers.20.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="4043" name="__module.model.layers.20.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -69502,15 +62668,15 @@
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 			<output>
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 					<dim>4096</dim>
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 		</layer>
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-			<data element_type="u4" shape="11008, 32, 128" offset="2812958072" size="22544384" />
+		<layer id="4044" name="self.model.layers.20.mlp.gate_proj.weight" type="Const" version="opset1">
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@@ -69519,7 +62685,7 @@
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 		</layer>
-		<layer id="4616" name="Convert_167050" type="Convert" version="opset1">
+		<layer id="4045" name="Convert_74000" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -69536,8 +62702,8 @@
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-			<data element_type="u4" shape="11008, 32, 1" offset="2835502456" size="176128" />
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+			<data element_type="u4" shape="11008, 32, 1" offset="2370787840" size="176128" />
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 				<port id="0" precision="U4">
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@@ -69546,7 +62712,7 @@
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 		</layer>
-		<layer id="4618" name="Convert_167052" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -69563,7 +62729,7 @@
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 		</layer>
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+		<layer id="4048" name="self.model.layers.20.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -69585,8 +62751,8 @@
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-			<data element_type="f16" shape="11008, 32, 1" offset="2835678584" size="704512" />
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 			<output>
 				<port id="0" precision="FP16">
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@@ -69595,7 +62761,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -69617,15 +62783,15 @@
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-		<layer id="4622" name="Constant_167057" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="276281944" size="16" />
+		<layer id="4051" name="Constant_74007" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="268208608" size="16" />
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-		<layer id="4623" name="Reshape_167058" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -69644,7 +62810,7 @@
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 			</output>
 		</layer>
-		<layer id="4624" name="self.model.layers.20.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4053" name="self.model.layers.20.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -69659,7 +62825,7 @@
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 			</output>
 		</layer>
-		<layer id="4625" name="__module.model.layers.20.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="4054" name="__module.model.layers.20.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -69673,14 +62839,14 @@
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 			<output>
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 		</layer>
-		<layer id="4626" name="__module.model.layers.20.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
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 			<input>
 				<port id="0" precision="FP32">
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@@ -69689,101 +62855,141 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>11008</dim>
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-			<data element_type="u8" shape="11008, 4096" offset="2836383096" size="45088768" />
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+					<dim>32</dim>
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 			</output>
 		</layer>
-		<layer id="4628" name="Convert_167040" type="Convert" version="opset1">
+		<layer id="4057" name="Convert_73989" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>11008</dim>
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+					<dim>32</dim>
+					<dim>128</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>11008</dim>
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 		</layer>
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-			<data element_type="u8" shape="11008, 1" offset="2881471864" size="11008" />
+		<layer id="4058" name="self.model.layers.20.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="11008, 32, 1" offset="2394212864" size="176128" />
 			<output>
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 					<dim>11008</dim>
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 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4630" name="Convert_167043" type="Convert" version="opset1">
+		<layer id="4059" name="Convert_73991" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>11008</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>11008</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4631" name="self.model.layers.20.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="4060" name="self.model.layers.20.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>11008</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>11008</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>11008</dim>
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+					<dim>32</dim>
+					<dim>128</dim>
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-			<data element_type="f16" shape="11008, 1" offset="2881482872" size="22016" />
+		<layer id="4061" name="self.model.layers.20.mlp.up_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>11008</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
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+		<layer id="4062" name="self.model.layers.20.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>11008</dim>
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+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>11008</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>11008</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4063" name="Constant_73996" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="268208608" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
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+		</layer>
+		<layer id="4064" name="Reshape_73997" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>11008</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I64">
+					<dim>2</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>11008</dim>
@@ -69791,7 +62997,7 @@
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-		<layer id="4634" name="self.model.layers.20.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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 			<input>
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@@ -69806,7 +63012,7 @@
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-		<layer id="4635" name="__module.model.layers.20.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
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@@ -69820,14 +63026,14 @@
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 			<output>
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 					<dim>11008</dim>
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-		<layer id="4636" name="__module.model.layers.20.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="4067" name="__module.model.layers.20.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -69842,15 +63048,15 @@
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 			<output>
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 					<dim>11008</dim>
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@@ -69859,7 +63065,7 @@
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-		<layer id="4638" name="Convert_167061" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -69876,8 +63082,8 @@
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-		<layer id="4684" name="__module.model.layers.21.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="4107" name="__module.model.layers.21.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
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@@ -70617,7 +63688,7 @@
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@@ -70625,144 +63696,31 @@
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-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="4108" name="Constant_17447" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
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-		<layer id="4692" name="Constant_127792" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618224" size="8" />
+		<layer id="4109" name="Constant_17449" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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-		<layer id="4694" name="Constant_110373" type="Const" version="opset1">
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+		<layer id="4110" name="Constant_17451" type="Const" version="opset1">
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4111" name="__module.model.layers.21.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
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@@ -70771,17 +63729,20 @@
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 				<port id="1" precision="I64">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -70789,8 +63750,8 @@
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 			</output>
 		</layer>
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+		<layer id="4112" name="Constant_37088" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
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@@ -70800,7 +63761,7 @@
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 			</output>
 		</layer>
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+		<layer id="4113" name="__module.model.layers.21.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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 				<port id="0" precision="FP32">
@@ -70817,7 +63778,7 @@
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 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -70825,24 +63786,31 @@
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 			</output>
 		</layer>
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 			<output>
 				<port id="0" precision="I64">
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+		<layer id="4115" name="Constant_17388" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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+		<layer id="4116" name="Constant_17390" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
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+				<port id="0" precision="I64">
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4117" name="__module.model.layers.21.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
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@@ -70851,17 +63819,20 @@
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 				</port>
 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -70869,7 +63840,7 @@
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 			</output>
 		</layer>
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+		<layer id="4118" name="__module.model.layers.21.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -70886,7 +63857,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3009">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -70894,41 +63865,7 @@
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 			</output>
 		</layer>
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-				<port id="0" precision="FP32">
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-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
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-		<layer id="4707" name="__module.model.layers.21.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="4119" name="__module.model.layers.21.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -70945,7 +63882,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3539">
+				<port id="2" precision="FP32" names="3010">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -70953,7 +63890,7 @@
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 			</output>
 		</layer>
-		<layer id="4708" name="__module.model.layers.21.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="4120" name="__module.model.layers.21.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -70970,7 +63907,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3540">
+				<port id="2" precision="FP32" names="3011">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -70978,13 +63915,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4709" name="Constant_160965" type="Const" version="opset1">
+		<layer id="4121" name="Constant_52762" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="4710" name="Constant_160958" type="Const" version="opset1">
+		<layer id="4122" name="Constant_52755" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -70992,7 +63929,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4711" name="Constant_160960" type="Const" version="opset1">
+		<layer id="4123" name="Constant_52757" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -71000,7 +63937,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4712" name="Constant_160962" type="Const" version="opset1">
+		<layer id="4124" name="Constant_52759" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -71008,7 +63945,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4713" name="Concat_160963" type="Concat" version="opset1">
+		<layer id="4125" name="Concat_52760" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -71030,7 +63967,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4714" name="Broadcast_160966" type="Broadcast" version="opset3">
+		<layer id="4126" name="Broadcast_52763" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -71047,7 +63984,7 @@
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 			</output>
 		</layer>
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@@ -71066,13 +64003,13 @@
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@@ -71095,8 +64032,8 @@
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@@ -71105,7 +64042,7 @@
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@@ -71122,8 +64059,8 @@
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-			<data element_type="u4" shape="4096, 32, 1" offset="2922051192" size="65536" />
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 				<port id="0" precision="U4">
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@@ -71132,7 +64069,7 @@
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 		</layer>
-		<layer id="4721" name="Convert_168361" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -71149,7 +64086,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
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@@ -71171,8 +64108,8 @@
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-			<data element_type="f16" shape="4096, 32, 1" offset="2922116728" size="262144" />
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@@ -71181,7 +64118,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
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@@ -71203,7 +64140,7 @@
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 			</output>
 		</layer>
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 			<output>
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@@ -71211,7 +64148,7 @@
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 			</output>
 		</layer>
-		<layer id="4726" name="Reshape_168367" type="Reshape" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
@@ -71230,7 +64167,7 @@
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 		</layer>
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+		<layer id="4139" name="self.model.layers.21.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
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@@ -71245,7 +64182,7 @@
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 		</layer>
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 			<data transpose_a="false" transpose_b="true" />
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@@ -71259,14 +64196,14 @@
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 			</output>
 		</layer>
-		<layer id="4729" name="Constant_130339" type="Const" version="opset1">
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 			<data element_type="i64" shape="4" offset="218617920" size="32" />
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@@ -71274,7 +64211,7 @@
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 		</layer>
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+		<layer id="4142" name="__module.model.layers.21.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
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@@ -71287,7 +64224,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2989">
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -71295,7 +64232,7 @@
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 		</layer>
-		<layer id="4731" name="__module.model.layers.21.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="4143" name="__module.model.layers.21.self_attn/aten::transpose/Constant_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
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@@ -71303,7 +64240,7 @@
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 		</layer>
-		<layer id="4732" name="__module.model.layers.21.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="4144" name="__module.model.layers.21.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -71316,7 +64253,7 @@
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 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -71324,7 +64261,7 @@
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 			</output>
 		</layer>
-		<layer id="4733" name="__module.model.layers.21.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="4145" name="__module.model.layers.21.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -71341,7 +64278,7 @@
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -71349,144 +64286,31 @@
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+		<layer id="4146" name="Constant_17590" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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-			<output>
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-		<layer id="4741" name="Constant_127794" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618224" size="8" />
+		<layer id="4147" name="Constant_17592" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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-		<layer id="4743" name="Constant_110473" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="4148" name="Constant_17594" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4149" name="__module.model.layers.21.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -71495,17 +64319,20 @@
 					<dim>128</dim>
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 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -71513,8 +64340,8 @@
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+		<layer id="4150" name="Constant_37089" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -71524,7 +64351,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -71541,7 +64368,7 @@
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 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -71549,24 +64376,31 @@
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 			<output>
 				<port id="0" precision="I64">
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-			<data element_type="i64" shape="4" offset="218618324" size="32" />
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 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -71575,17 +64409,20 @@
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 				<port id="1" precision="I64">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -71593,7 +64430,7 @@
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 		</layer>
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 			<data axis="-1" />
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 			<output>
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@@ -71618,7 +64455,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
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@@ -71635,7 +64472,7 @@
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 			<output>
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@@ -71643,7 +64480,7 @@
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+		<layer id="4158" name="__module.model.layers.21.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -71660,7 +64497,7 @@
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 			</input>
 			<output>
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@@ -71668,7 +64505,7 @@
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@@ -71693,13 +64530,13 @@
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-		<layer id="4758" name="Constant_160971" type="Const" version="opset1">
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@@ -71707,7 +64544,7 @@
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 		</layer>
-		<layer id="4759" name="Constant_160973" type="Const" version="opset1">
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@@ -71715,7 +64552,7 @@
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 			</output>
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-		<layer id="4760" name="Constant_160975" type="Const" version="opset1">
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@@ -71723,7 +64560,7 @@
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-		<layer id="4761" name="Concat_160976" type="Concat" version="opset1">
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@@ -71745,7 +64582,7 @@
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 			</output>
 		</layer>
-		<layer id="4762" name="Broadcast_160979" type="Broadcast" version="opset3">
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 			<data mode="numpy" />
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@@ -71762,7 +64599,7 @@
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 			</output>
 		</layer>
-		<layer id="4763" name="ReadValue_155388" type="ReadValue" version="opset6">
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@@ -71781,13 +64618,13 @@
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 			</output>
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-		<layer id="4765" name="Gather_150335" type="Gather" version="opset8">
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@@ -71810,94 +64647,134 @@
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 					<dim>4096</dim>
+					<dim>32</dim>
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
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+				<port id="0" precision="U4">
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+					<dim>32</dim>
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 			<output>
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 					<dim>4096</dim>
-					<dim>4096</dim>
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-			<data element_type="u8" shape="4096, 1" offset="2939156088" size="4096" />
+		<layer id="4171" name="self.model.layers.21.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="2444356096" size="65536" />
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 					<dim>4096</dim>
+					<dim>32</dim>
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 		</layer>
-		<layer id="4769" name="Convert_168374" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
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+					<dim>32</dim>
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-			<data element_type="f16" shape="4096, 1" offset="2939160184" size="8192" />
+		<layer id="4174" name="self.model.layers.21.self_attn.v_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
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 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4176" name="Constant_75327" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="218617904" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
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+			</output>
+		</layer>
+		<layer id="4177" name="Reshape_75328" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I64">
+					<dim>2</dim>
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+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
@@ -71905,7 +64782,7 @@
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 			</output>
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 			<data destination_type="f32" />
 			<input>
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@@ -71920,7 +64797,7 @@
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-		<layer id="4774" name="__module.model.layers.21.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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@@ -71934,14 +64811,14 @@
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 			<output>
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 					<dim>-1</dim>
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-		<layer id="4775" name="Constant_130340" type="Const" version="opset1">
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@@ -71949,7 +64826,7 @@
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 		</layer>
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 			<data special_zero="true" />
 			<input>
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@@ -71962,7 +64839,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2992">
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -71970,7 +64847,7 @@
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-		<layer id="4777" name="__module.model.layers.21.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
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 			<data element_type="i32" shape="4" offset="218617952" size="16" />
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 				<port id="0" precision="I32">
@@ -71978,7 +64855,7 @@
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 		</layer>
-		<layer id="4778" name="__module.model.layers.21.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="4183" name="__module.model.layers.21.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -71991,7 +64868,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2993">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -71999,7 +64876,7 @@
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 			</output>
 		</layer>
-		<layer id="4779" name="__module.model.layers.21.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="4184" name="__module.model.layers.21.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -72024,31 +64901,62 @@
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-		<layer id="4780" name="Constant_110577" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="4185" name="Constant_17658" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4186" name="ShapeOf_39544" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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+			</input>
+			<output>
+				<port id="1" precision="I64">
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-		<layer id="4781" name="Constant_110578" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="4187" name="Constant_39545" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="236050872" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
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 		</layer>
-		<layer id="4782" name="Constant_110574" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="4188" name="Constant_39546" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="4189" name="Gather_39547" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
 				<port id="0" precision="I64">
+					<dim>4</dim>
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+				<port id="1" precision="I64">
+					<dim>1</dim>
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+				<port id="2" precision="I64" />
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+			<output>
+				<port id="3" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4783" name="ShapeOf_129452" type="ShapeOf" version="opset3">
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 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -72064,21 +64972,21 @@
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 		</layer>
-		<layer id="4784" name="Constant_129453" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618284" size="8" />
+		<layer id="4191" name="Constant_39549" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="236050872" size="8" />
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="4785" name="Constant_129454" type="Const" version="opset1">
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 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
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 		</layer>
-		<layer id="4786" name="Gather_129455" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -72095,54 +65003,7 @@
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@@ -72153,50 +65014,20 @@
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 			<output>
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+				<port id="2" precision="I64" names="3032">
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 		</layer>
-		<layer id="4792" name="Constant_110573" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="4195" name="Constant_17661" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
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 				<port id="0" precision="I64">
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-		<layer id="4794" name="Constant_110582" type="Const" version="opset1">
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4196" name="__module.model.layers.21.self_attn/aten::slice/Slice_7" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
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@@ -72205,17 +65036,20 @@
 					<dim>-1</dim>
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 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			<output>
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+				<port id="5" precision="FP32" names="3036">
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@@ -72223,7 +65057,7 @@
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 		</layer>
-		<layer id="4796" name="__module.model.layers.21.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="4197" name="__module.model.layers.21.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
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@@ -72252,7 +65086,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -72260,7 +65094,7 @@
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 			</output>
 		</layer>
-		<layer id="4797" name="__module.model.layers.21.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="4198" name="__module.model.layers.21.self_attn/aten::transpose/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
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@@ -72268,7 +65102,7 @@
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 			</output>
 		</layer>
-		<layer id="4798" name="__module.model.layers.21.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="4199" name="__module.model.layers.21.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -72281,7 +65115,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3038">
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -72289,7 +65123,7 @@
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 			</output>
 		</layer>
-		<layer id="4799" name="__module.model.layers.21.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+		<layer id="4200" name="__module.model.layers.21.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -72304,21 +65138,21 @@
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 			</output>
 		</layer>
-		<layer id="4800" name="Constant_102836" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="244124208" size="16" />
+		<layer id="4201" name="Constant_34023" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="236050896" size="16" />
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 				<port id="0" precision="I64">
 					<dim>2</dim>
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 			</output>
 		</layer>
-		<layer id="4801" name="Constant_102837" type="Const" version="opset1">
+		<layer id="4202" name="Constant_34024" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="4802" name="Gather_102838" type="Gather" version="opset8">
+		<layer id="4203" name="Gather_34025" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -72335,7 +65169,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4803" name="__module.model.layers.21.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+		<layer id="4204" name="Constant_17735" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="209901604" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4205" name="__module.model.layers.21.self_attn/prim::ListConstruct_3" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -72346,12 +65188,12 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="I64" names="3569">
+				<port id="2" precision="I64">
 					<dim>3</dim>
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 			</output>
 		</layer>
-		<layer id="4804" name="__module.model.layers.21.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+		<layer id="4206" name="__module.model.layers.21.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -72365,101 +65207,141 @@
 				</port>
 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3041">
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 					<dim>-1</dim>
 					<dim>-1</dim>
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 			</output>
 		</layer>
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-			<data element_type="u8" shape="4096, 4096" offset="2939168376" size="16777216" />
+		<layer id="4207" name="self.model.layers.21.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="2444683776" size="8388608" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="4806" name="Convert_168393" type="Convert" version="opset1">
+		<layer id="4208" name="Convert_75342" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4807" name="self.model.layers.21.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="4096, 1" offset="2955945592" size="4096" />
+		<layer id="4209" name="self.model.layers.21.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="2453072384" size="65536" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4808" name="Convert_168396" type="Convert" version="opset1">
+		<layer id="4210" name="Convert_75344" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4809" name="self.model.layers.21.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="4211" name="self.model.layers.21.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="f16" shape="4096, 1" offset="2955949688" size="8192" />
+		<layer id="4212" name="self.model.layers.21.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="2453137920" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4811" name="self.model.layers.21.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="4213" name="self.model.layers.21.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4214" name="Constant_75349" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="218617904" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4215" name="Reshape_75350" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
@@ -72467,7 +65349,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4812" name="self.model.layers.21.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4216" name="self.model.layers.21.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -72482,13 +65364,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4813" name="__module.model.layers.21.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="4217" name="__module.model.layers.21.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
+					<dim>-1</dim>
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 				<port id="1" precision="FP32">
 					<dim>4096</dim>
@@ -72496,14 +65378,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3572,3574,hidden_states.559">
+				<port id="2" precision="FP32" names="3043,3045,hidden_states.559">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
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 			</output>
 		</layer>
-		<layer id="4814" name="__module.model.layers.21/aten::add/Add" type="Add" version="opset1">
+		<layer id="4218" name="__module.model.layers.21/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -72518,15 +65400,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3577,3579,3590,hidden_states.561,hidden_states.563">
+				<port id="2" precision="FP32" names="3048,3050,3061,hidden_states.561,hidden_states.563">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="4815" name="Constant_123187" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 4096" offset="2955957880" size="16384" />
+		<layer id="4219" name="Constant_37093" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 4096" offset="2453400064" size="16384" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -72535,7 +65417,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4816" name="Constant_123186" type="Const" version="opset1">
+		<layer id="4220" name="Constant_37092" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="209901596" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -72545,7 +65427,7 @@
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 			</output>
 		</layer>
-		<layer id="4817" name="Constant_123184" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="209901600" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -72555,7 +65437,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4818" name="__module.model.layers.21.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="4222" name="__module.model.layers.21.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -72570,22 +65452,22 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3580">
+				<port id="2" precision="FP32" names="3051">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="4819" name="Constant_11151" type="Const" version="opset1">
+		<layer id="4223" name="Constant_17762" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="209901604" size="8" />
 			<output>
-				<port id="0" precision="I64" names="3581">
+				<port id="0" precision="I64" names="3052">
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 		</layer>
-		<layer id="4820" name="__module.model.layers.21.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="4224" name="__module.model.layers.21.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -72598,14 +65480,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3582,variance.87">
+				<port id="2" precision="FP32" names="3053,variance.87">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="4821" name="Constant_123185" type="Const" version="opset1">
+		<layer id="4225" name="Constant_37091" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="209901612" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -72615,7 +65497,7 @@
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 		</layer>
-		<layer id="4822" name="__module.model.layers.21.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="4226" name="__module.model.layers.21.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -72630,14 +65512,14 @@
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@@ -72653,7 +65535,7 @@
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@@ -72668,14 +65550,14 @@
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@@ -72690,14 +65572,14 @@
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@@ -72712,15 +65594,15 @@
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@@ -72729,7 +65611,7 @@
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 			<input>
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@@ -72746,8 +65628,8 @@
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-			<data element_type="u4" shape="11008, 32, 1" offset="2978518648" size="176128" />
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@@ -72756,7 +65638,7 @@
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-		<layer id="4830" name="Convert_167085" type="Convert" version="opset1">
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@@ -72773,7 +65655,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -72795,8 +65677,8 @@
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 				<port id="0" precision="FP16">
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@@ -72805,7 +65687,7 @@
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@@ -72827,15 +65709,15 @@
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@@ -72854,7 +65736,7 @@
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 			<input>
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@@ -72869,7 +65751,7 @@
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@@ -72883,14 +65765,14 @@
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 			<output>
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 			<input>
 				<port id="0" precision="FP32">
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@@ -72916,7 +65798,7 @@
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-		<layer id="4840" name="Convert_167072" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -72933,8 +65815,8 @@
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@@ -72943,7 +65825,7 @@
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-		<layer id="4842" name="Convert_167074" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
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@@ -72960,7 +65842,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -72982,8 +65864,8 @@
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@@ -72992,7 +65874,7 @@
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@@ -73014,15 +65896,15 @@
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 			<input>
 				<port id="0" precision="FP16">
@@ -73041,7 +65923,7 @@
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 			<input>
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@@ -73056,7 +65938,7 @@
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@@ -73070,14 +65952,14 @@
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-		<layer id="4850" name="__module.model.layers.21.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
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 			<input>
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@@ -73092,15 +65974,15 @@
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@@ -73109,7 +65991,7 @@
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-		<layer id="4852" name="Convert_167094" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -73126,8 +66008,8 @@
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@@ -73136,7 +66018,7 @@
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-		<layer id="4854" name="Convert_167096" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -73153,7 +66035,7 @@
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 			<input>
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@@ -73175,8 +66057,8 @@
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 			<data auto_broadcast="numpy" />
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@@ -73207,15 +66089,15 @@
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@@ -73234,7 +66116,7 @@
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@@ -73249,7 +66131,7 @@
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@@ -73496,7 +66378,7 @@
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@@ -73513,8 +66395,8 @@
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@@ -73523,7 +66405,7 @@
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@@ -73540,7 +66422,7 @@
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@@ -73594,7 +66476,7 @@
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@@ -73621,7 +66503,7 @@
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@@ -73636,7 +66518,7 @@
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@@ -73678,7 +66560,7 @@
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@@ -73694,7 +66576,7 @@
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-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="4296" name="Constant_18229" type="Const" version="opset1">
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+		<layer id="4298" name="__module.model.layers.22.self_attn/aten::slice/Slice" type="Slice" version="opset8">
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 				<port id="0" precision="FP32">
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@@ -74021,17 +66655,20 @@
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@@ -74039,8 +66676,8 @@
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+		<layer id="4299" name="Constant_37098" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -74050,7 +66687,7 @@
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 		</layer>
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+		<layer id="4300" name="__module.model.layers.22.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -74067,7 +66704,7 @@
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 			<output>
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 					<dim>32</dim>
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@@ -74075,24 +66712,31 @@
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 		</layer>
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+		<layer id="4301" name="Constant_18124" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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+		<layer id="4302" name="Constant_18168" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4303" name="Constant_18170" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
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+		</layer>
+		<layer id="4304" name="__module.model.layers.22.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -74101,17 +66745,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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+					<dim>1</dim>
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 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="3123">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -74119,7 +66766,7 @@
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 			</output>
 		</layer>
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+		<layer id="4305" name="__module.model.layers.22.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -74136,7 +66783,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3131">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -74144,41 +66791,7 @@
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 			</output>
 		</layer>
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-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
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-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
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-				<port id="1" precision="I64" />
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-		<layer id="4921" name="__module.model.layers.22.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="4306" name="__module.model.layers.22.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -74195,7 +66808,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3132">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -74203,7 +66816,7 @@
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 			</output>
 		</layer>
-		<layer id="4922" name="__module.model.layers.22.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="4307" name="__module.model.layers.22.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -74220,7 +66833,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3688">
+				<port id="2" precision="FP32" names="3133">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -74228,13 +66841,13 @@
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 			</output>
 		</layer>
-		<layer id="4923" name="Constant_160991" type="Const" version="opset1">
+		<layer id="4308" name="Constant_52786" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="4924" name="Constant_160984" type="Const" version="opset1">
+		<layer id="4309" name="Constant_52779" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -74242,7 +66855,7 @@
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 			</output>
 		</layer>
-		<layer id="4925" name="Constant_160986" type="Const" version="opset1">
+		<layer id="4310" name="Constant_52781" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -74250,7 +66863,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4926" name="Constant_160988" type="Const" version="opset1">
+		<layer id="4311" name="Constant_52783" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -74258,7 +66871,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4927" name="Concat_160989" type="Concat" version="opset1">
+		<layer id="4312" name="Concat_52784" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -74280,7 +66893,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4928" name="Broadcast_160992" type="Broadcast" version="opset3">
+		<layer id="4313" name="Broadcast_52787" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -74297,7 +66910,7 @@
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 			</output>
 		</layer>
-		<layer id="4929" name="ReadValue_155390" type="ReadValue" version="opset6">
+		<layer id="4314" name="ReadValue_49894" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.22.keypresent.22.key" variable_type="f32" variable_shape="?,32,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -74316,13 +66929,13 @@
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 			</output>
 		</layer>
-		<layer id="4930" name="Constant_150337" type="Const" version="opset1">
+		<layer id="4315" name="Constant_47505" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="4931" name="Gather_150338" type="Gather" version="opset8">
+		<layer id="4316" name="Gather_47506" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -74345,8 +66958,8 @@
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="4096, 32, 128" offset="3034982008" size="8388608" />
+		<layer id="4317" name="self.model.layers.22.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="2532424192" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -74355,7 +66968,7 @@
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 			</output>
 		</layer>
-		<layer id="4933" name="Convert_168403" type="Convert" version="opset1">
+		<layer id="4318" name="Convert_75353" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -74372,8 +66985,8 @@
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 			</output>
 		</layer>
-		<layer id="4934" name="self.model.layers.22.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 1" offset="3043370616" size="65536" />
+		<layer id="4319" name="self.model.layers.22.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="2540812800" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -74382,7 +66995,7 @@
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 			</output>
 		</layer>
-		<layer id="4935" name="Convert_168405" type="Convert" version="opset1">
+		<layer id="4320" name="Convert_75355" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -74399,7 +67012,7 @@
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 			</output>
 		</layer>
-		<layer id="4936" name="self.model.layers.22.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -74421,8 +67034,8 @@
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 			</output>
 		</layer>
-		<layer id="4937" name="self.model.layers.22.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="3043436152" size="262144" />
+		<layer id="4322" name="self.model.layers.22.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="2540878336" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -74431,7 +67044,7 @@
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 			</output>
 		</layer>
-		<layer id="4938" name="self.model.layers.22.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -74453,7 +67066,7 @@
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 			</output>
 		</layer>
-		<layer id="4939" name="Constant_168410" type="Const" version="opset1">
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@@ -74461,7 +67074,7 @@
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@@ -74480,7 +67093,7 @@
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 		</layer>
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@@ -74495,7 +67108,7 @@
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 		</layer>
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 			<data transpose_a="false" transpose_b="true" />
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@@ -74509,14 +67122,14 @@
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 			<output>
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 					<dim>-1</dim>
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 		</layer>
-		<layer id="4943" name="Constant_130342" type="Const" version="opset1">
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@@ -74524,7 +67137,7 @@
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 		</layer>
-		<layer id="4944" name="__module.model.layers.22.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="4329" name="__module.model.layers.22.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
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@@ -74537,7 +67150,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3111">
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -74545,7 +67158,7 @@
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 		</layer>
-		<layer id="4945" name="__module.model.layers.22.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="4330" name="__module.model.layers.22.self_attn/aten::transpose/Constant_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
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@@ -74553,7 +67166,7 @@
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 			</output>
 		</layer>
-		<layer id="4946" name="__module.model.layers.22.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="4331" name="__module.model.layers.22.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -74566,7 +67179,7 @@
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 			<output>
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+				<port id="2" precision="FP32" names="3112,k.45">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -74574,7 +67187,7 @@
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 			</output>
 		</layer>
-		<layer id="4947" name="__module.model.layers.22.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="4332" name="__module.model.layers.22.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -74591,7 +67204,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3134">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -74599,144 +67212,31 @@
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-		<layer id="4949" name="Constant_110686" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="4333" name="Constant_18370" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
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 				<port id="0" precision="I64">
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-			<output>
-				<port id="0" precision="I32" />
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-		</layer>
-		<layer id="4952" name="__module.model.layers.22.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
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-			<input>
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-		<layer id="4953" name="__module.model.layers.22.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
-			<data auto_broadcast="numpy" m_pythondiv="true" />
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-		<layer id="4954" name="__module.model.layers.22.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
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-			<output>
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-		<layer id="4955" name="Constant_127798" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618224" size="8" />
+		<layer id="4334" name="Constant_18372" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618252" size="8" />
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 				<port id="0" precision="I64">
 					<dim>1</dim>
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 			</output>
 		</layer>
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-		<layer id="4957" name="Constant_110685" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="4335" name="Constant_18374" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
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 				<port id="0" precision="I64">
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4336" name="__module.model.layers.22.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -74745,17 +67245,20 @@
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 				</port>
 				<port id="1" precision="I64">
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 				<port id="2" precision="I64">
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 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
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 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -74763,8 +67266,8 @@
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 			</output>
 		</layer>
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+		<layer id="4337" name="Constant_37099" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -74774,7 +67277,7 @@
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 			</output>
 		</layer>
-		<layer id="4963" name="__module.model.layers.22.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="4338" name="__module.model.layers.22.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -74791,7 +67294,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -74799,24 +67302,31 @@
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 			</output>
 		</layer>
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-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="4339" name="Constant_18267" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="4965" name="Constant_110744" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
+		<layer id="4340" name="Constant_18311" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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+		</layer>
+		<layer id="4341" name="Constant_18313" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
+			<output>
+				<port id="0" precision="I64">
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4342" name="__module.model.layers.22.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -74825,17 +67335,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				</port>
 				<port id="2" precision="I64">
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 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -74843,7 +67356,7 @@
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 			</output>
 		</layer>
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+		<layer id="4343" name="__module.model.layers.22.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -74860,7 +67373,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3147">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -74868,7 +67381,7 @@
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 			</output>
 		</layer>
-		<layer id="4968" name="__module.model.layers.22.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="4344" name="__module.model.layers.22.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -74885,7 +67398,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3703">
+				<port id="2" precision="FP32" names="3148">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -74893,7 +67406,7 @@
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 			</output>
 		</layer>
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+		<layer id="4345" name="__module.model.layers.22.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -74910,7 +67423,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3704">
+				<port id="2" precision="FP32" names="3149">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -74918,7 +67431,7 @@
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 			</output>
 		</layer>
-		<layer id="4970" name="__module.model.layers.22.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="4346" name="__module.model.layers.22.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -74943,13 +67456,13 @@
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 			</output>
 		</layer>
-		<layer id="4971" name="Constant_161004" type="Const" version="opset1">
+		<layer id="4347" name="Constant_52798" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="4972" name="Constant_160997" type="Const" version="opset1">
+		<layer id="4348" name="Constant_52791" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -74957,7 +67470,7 @@
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 			</output>
 		</layer>
-		<layer id="4973" name="Constant_160999" type="Const" version="opset1">
+		<layer id="4349" name="Constant_52793" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -74965,7 +67478,7 @@
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 			</output>
 		</layer>
-		<layer id="4974" name="Constant_161001" type="Const" version="opset1">
+		<layer id="4350" name="Constant_52795" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -74973,7 +67486,7 @@
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 			</output>
 		</layer>
-		<layer id="4975" name="Concat_161002" type="Concat" version="opset1">
+		<layer id="4351" name="Concat_52796" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -74995,7 +67508,7 @@
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 			</output>
 		</layer>
-		<layer id="4976" name="Broadcast_161005" type="Broadcast" version="opset3">
+		<layer id="4352" name="Broadcast_52799" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -75012,7 +67525,7 @@
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 			</output>
 		</layer>
-		<layer id="4977" name="ReadValue_155392" type="ReadValue" version="opset6">
+		<layer id="4353" name="ReadValue_49896" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.22.valuepresent.22.value" variable_type="f32" variable_shape="?,32,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -75031,13 +67544,13 @@
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 		</layer>
-		<layer id="4978" name="Constant_150340" type="Const" version="opset1">
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 		</layer>
-		<layer id="4979" name="Gather_150341" type="Gather" version="opset8">
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@@ -75060,94 +67573,134 @@
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 		</layer>
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-			<data element_type="u8" shape="4096, 4096" offset="3043698296" size="16777216" />
+		<layer id="4356" name="self.model.layers.22.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="2541140480" size="8388608" />
 			<output>
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 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 		</layer>
-		<layer id="4981" name="Convert_168415" type="Convert" version="opset1">
+		<layer id="4357" name="Convert_75364" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
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+				<port id="0" precision="U4">
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+					<dim>32</dim>
+					<dim>128</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
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+					<dim>128</dim>
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 		</layer>
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-			<data element_type="u8" shape="4096, 1" offset="3060475512" size="4096" />
+		<layer id="4358" name="self.model.layers.22.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="2549529088" size="65536" />
 			<output>
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+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
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 			</output>
 		</layer>
-		<layer id="4983" name="Convert_168418" type="Convert" version="opset1">
+		<layer id="4359" name="Convert_75366" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4984" name="self.model.layers.22.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="4360" name="self.model.layers.22.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="f16" shape="4096, 1" offset="3060479608" size="8192" />
+		<layer id="4361" name="self.model.layers.22.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="2549594624" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="4986" name="self.model.layers.22.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="4362" name="self.model.layers.22.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4363" name="Constant_75371" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="218617904" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4364" name="Reshape_75372" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
@@ -75155,7 +67708,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4987" name="self.model.layers.22.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4365" name="self.model.layers.22.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -75170,7 +67723,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4988" name="__module.model.layers.22.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="4366" name="__module.model.layers.22.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -75184,14 +67737,14 @@
 				</port>
 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3106,value_states.45">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4989" name="Constant_130343" type="Const" version="opset1">
+		<layer id="4367" name="Constant_40415" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="218617920" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -75199,7 +67752,7 @@
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 			</output>
 		</layer>
-		<layer id="4990" name="__module.model.layers.22.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="4368" name="__module.model.layers.22.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -75212,7 +67765,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3644">
+				<port id="2" precision="FP32" names="3114">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -75220,7 +67773,7 @@
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 			</output>
 		</layer>
-		<layer id="4991" name="__module.model.layers.22.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="4369" name="__module.model.layers.22.self_attn/aten::transpose/Constant_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -75228,7 +67781,7 @@
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 			</output>
 		</layer>
-		<layer id="4992" name="__module.model.layers.22.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="4370" name="__module.model.layers.22.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -75241,7 +67794,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3645">
+				<port id="2" precision="FP32" names="3115">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -75249,7 +67802,7 @@
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 			</output>
 		</layer>
-		<layer id="4993" name="__module.model.layers.22.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="4371" name="__module.model.layers.22.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -75274,31 +67827,15 @@
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 			</output>
 		</layer>
-		<layer id="4994" name="Constant_110789" type="Const" version="opset1">
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-		<layer id="4995" name="Constant_110790" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
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-		</layer>
-		<layer id="4996" name="Constant_110786" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="4372" name="Constant_18438" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4997" name="ShapeOf_129527" type="ShapeOf" version="opset3">
+		<layer id="4373" name="ShapeOf_39617" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -75314,21 +67851,21 @@
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 			</output>
 		</layer>
-		<layer id="4998" name="Constant_129528" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618284" size="8" />
+		<layer id="4374" name="Constant_39618" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="236050872" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4999" name="Constant_129529" type="Const" version="opset1">
+		<layer id="4375" name="Constant_39619" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="5000" name="Gather_129530" type="Gather" version="opset8">
+		<layer id="4376" name="Gather_39620" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -75345,7 +67882,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5001" name="ShapeOf_129531" type="ShapeOf" version="opset3">
+		<layer id="4377" name="ShapeOf_39621" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -75361,21 +67898,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5002" name="Constant_129532" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618284" size="8" />
+		<layer id="4378" name="Constant_39622" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="236050872" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5003" name="Constant_129533" type="Const" version="opset1">
+		<layer id="4379" name="Constant_39623" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="5004" name="Gather_129534" type="Gather" version="opset8">
+		<layer id="4380" name="Gather_39624" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -75392,7 +67929,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5005" name="Add_129535" type="Add" version="opset1">
+		<layer id="4381" name="Add_39625" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I64">
@@ -75403,50 +67940,20 @@
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 			</input>
 			<output>
-				<port id="2" precision="I64" names="3709">
+				<port id="2" precision="I64" names="3154">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5006" name="Constant_110785" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="4382" name="Constant_18441" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
-				<port id="0" precision="I32">
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-		<layer id="5007" name="ScatterUpdate_110791" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
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-				</port>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="3" precision="I32">
 					<dim>1</dim>
 				</port>
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-			<output>
-				<port id="4" precision="I64">
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-		</layer>
-		<layer id="5008" name="Constant_110794" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
-			<output>
-				<port id="0" precision="I64">
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-				</port>
 			</output>
 		</layer>
-		<layer id="5009" name="__module.model.layers.22.self_attn/aten::slice/Slice_7" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4383" name="__module.model.layers.22.self_attn/aten::slice/Slice_7" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -75455,17 +67962,20 @@
 					<dim>-1</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
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 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="3158">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
@@ -75473,7 +67983,7 @@
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 			</output>
 		</layer>
-		<layer id="5010" name="__module.model.layers.22.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="4384" name="__module.model.layers.22.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -75502,7 +68012,7 @@
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 			</input>
 			<output>
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+				<port id="4" precision="FP32" names="3159,attn_output.89">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -75510,7 +68020,7 @@
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 			</output>
 		</layer>
-		<layer id="5011" name="__module.model.layers.22.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
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 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -75518,7 +68028,7 @@
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 			</output>
 		</layer>
-		<layer id="5012" name="__module.model.layers.22.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -75531,7 +68041,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3715">
+				<port id="2" precision="FP32" names="3160">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -75539,7 +68049,7 @@
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 			</output>
 		</layer>
-		<layer id="5013" name="__module.model.layers.22.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+		<layer id="4387" name="__module.model.layers.22.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -75554,21 +68064,21 @@
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 			</output>
 		</layer>
-		<layer id="5014" name="Constant_102846" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="244124208" size="16" />
+		<layer id="4388" name="Constant_34033" type="Const" version="opset1">
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-		<layer id="5016" name="Gather_102848" type="Gather" version="opset8">
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@@ -75585,7 +68095,15 @@
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-		<layer id="5017" name="__module.model.layers.22.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+		<layer id="4391" name="Constant_18515" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="209901604" size="8" />
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@@ -75596,12 +68114,12 @@
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 			<output>
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+		<layer id="4393" name="__module.model.layers.22.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
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@@ -75615,15 +68133,15 @@
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 				<port id="0" precision="U4">
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@@ -75632,7 +68150,7 @@
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 		</layer>
-		<layer id="5020" name="Convert_168436" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -75649,8 +68167,8 @@
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-			<data element_type="u4" shape="4096, 32, 1" offset="3068876408" size="65536" />
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+			<data element_type="u4" shape="4096, 32, 1" offset="2558245376" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -75659,7 +68177,7 @@
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 			</output>
 		</layer>
-		<layer id="5022" name="Convert_168438" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -75676,7 +68194,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -75698,8 +68216,8 @@
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-			<data element_type="f16" shape="4096, 32, 1" offset="3068941944" size="262144" />
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+			<data element_type="f16" shape="4096, 32, 1" offset="2558310912" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
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@@ -75708,7 +68226,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -75730,7 +68248,7 @@
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 			</output>
 		</layer>
-		<layer id="5026" name="Constant_168443" type="Const" version="opset1">
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 			<data element_type="i64" shape="2" offset="218617904" size="16" />
 			<output>
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@@ -75738,7 +68256,7 @@
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 			</output>
 		</layer>
-		<layer id="5027" name="Reshape_168444" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -75757,7 +68275,7 @@
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 		</layer>
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 			<data destination_type="f32" />
 			<input>
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@@ -75772,13 +68290,13 @@
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 					<dim>-1</dim>
 					<dim>-1</dim>
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 				<port id="1" precision="FP32">
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@@ -75786,14 +68304,14 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="5030" name="__module.model.layers.22/aten::add/Add" type="Add" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
@@ -75808,15 +68326,15 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>4096</dim>
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-			<data element_type="f32" shape="1, 1, 4096" offset="3069204088" size="16384" />
+		<layer id="4406" name="Constant_37103" type="Const" version="opset1">
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@@ -75825,7 +68343,7 @@
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 		</layer>
-		<layer id="5032" name="Constant_123196" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="209901596" size="4" />
 			<output>
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@@ -75835,7 +68353,7 @@
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-		<layer id="5033" name="Constant_123194" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="209901600" size="4" />
 			<output>
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@@ -75845,7 +68363,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -75860,22 +68378,22 @@
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 					<dim>4096</dim>
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 			<data element_type="i64" shape="1" offset="209901604" size="8" />
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 			<data keep_dims="true" />
 			<input>
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@@ -75888,14 +68406,14 @@
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 			<output>
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 					<dim>-1</dim>
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-		<layer id="5037" name="Constant_123195" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="209901612" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -75905,7 +68423,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -75920,14 +68438,14 @@
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 			<output>
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -75943,7 +68461,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
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@@ -75958,14 +68476,14 @@
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 			<output>
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 					<dim>-1</dim>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -75980,14 +68498,14 @@
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 			<output>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -76002,15 +68520,15 @@
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 			<output>
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 					<dim>4096</dim>
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@@ -76019,7 +68537,7 @@
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 		</layer>
-		<layer id="5044" name="Convert_167116" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -76036,8 +68554,8 @@
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-			<data element_type="u4" shape="11008, 32, 1" offset="3091764856" size="176128" />
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@@ -76046,7 +68564,7 @@
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-		<layer id="5046" name="Convert_167118" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -76063,7 +68581,7 @@
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 			<input>
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@@ -76085,8 +68603,8 @@
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@@ -76095,7 +68613,7 @@
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@@ -76117,15 +68635,15 @@
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 			<data special_zero="false" />
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 				<port id="0" precision="FP16">
@@ -76144,7 +68662,7 @@
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 			<input>
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@@ -76159,7 +68677,7 @@
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@@ -76173,14 +68691,14 @@
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@@ -76223,8 +68741,8 @@
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@@ -76250,7 +68768,7 @@
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@@ -76272,8 +68790,8 @@
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@@ -76282,7 +68800,7 @@
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@@ -76304,15 +68822,15 @@
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@@ -76331,7 +68849,7 @@
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@@ -76346,7 +68864,7 @@
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@@ -76360,14 +68878,14 @@
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@@ -76382,15 +68900,15 @@
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@@ -76399,7 +68917,7 @@
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@@ -76416,8 +68934,8 @@
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@@ -76426,7 +68944,7 @@
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@@ -76443,7 +68961,7 @@
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@@ -76465,8 +68983,8 @@
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@@ -76475,7 +68993,7 @@
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@@ -76497,15 +69015,15 @@
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@@ -76524,7 +69042,7 @@
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@@ -76539,7 +69057,7 @@
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@@ -76575,15 +69093,15 @@
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@@ -76602,7 +69120,7 @@
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@@ -76612,7 +69130,7 @@
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@@ -76627,22 +69145,22 @@
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@@ -76655,14 +69173,14 @@
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@@ -76672,7 +69190,7 @@
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@@ -76725,14 +69243,14 @@
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+		<layer id="4467" name="Convert_75419" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -76803,8 +69321,8 @@
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 		</layer>
-		<layer id="5093" name="self.model.layers.23.self_attn.q_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 1" offset="3147900536" size="65536" />
+		<layer id="4468" name="self.model.layers.23.self_attn.q_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="2637269504" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -76813,7 +69331,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5094" name="Convert_168471" type="Convert" version="opset1">
+		<layer id="4469" name="Convert_75421" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -76830,7 +69348,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5095" name="self.model.layers.23.self_attn.q_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="4470" name="self.model.layers.23.self_attn.q_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -76852,8 +69370,8 @@
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 			</output>
 		</layer>
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-			<data element_type="f16" shape="4096, 32, 1" offset="3147966072" size="262144" />
+		<layer id="4471" name="self.model.layers.23.self_attn.q_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="2637335040" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -76862,7 +69380,7 @@
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 			</output>
 		</layer>
-		<layer id="5097" name="self.model.layers.23.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="4472" name="self.model.layers.23.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -76884,7 +69402,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5098" name="Constant_168476" type="Const" version="opset1">
+		<layer id="4473" name="Constant_75426" type="Const" version="opset1">
 			<data element_type="i64" shape="2" offset="218617904" size="16" />
 			<output>
 				<port id="0" precision="I64">
@@ -76892,7 +69410,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5099" name="Reshape_168477" type="Reshape" version="opset1">
+		<layer id="4474" name="Reshape_75427" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -76911,7 +69429,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5100" name="self.model.layers.23.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4475" name="self.model.layers.23.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -76926,7 +69444,7 @@
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 			</output>
 		</layer>
-		<layer id="5101" name="__module.model.layers.23.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="4476" name="__module.model.layers.23.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -76940,14 +69458,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3224,query_states.47">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5102" name="Constant_130344" type="Const" version="opset1">
+		<layer id="4477" name="Constant_40416" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="218617920" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -76955,7 +69473,7 @@
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 			</output>
 		</layer>
-		<layer id="5103" name="__module.model.layers.23.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
+		<layer id="4478" name="__module.model.layers.23.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -76968,7 +69486,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3786">
+				<port id="2" precision="FP32" names="3230">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -76976,7 +69494,7 @@
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 			</output>
 		</layer>
-		<layer id="5104" name="__module.model.layers.23.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
+		<layer id="4479" name="__module.model.layers.23.self_attn/aten::transpose/Constant" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -76984,7 +69502,7 @@
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 			</output>
 		</layer>
-		<layer id="5105" name="__module.model.layers.23.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
+		<layer id="4480" name="__module.model.layers.23.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -76997,7 +69515,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3787,q.47">
+				<port id="2" precision="FP32" names="3231,q.47">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -77005,142 +69523,201 @@
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 			</output>
 		</layer>
-		<layer id="5106" name="__module.model.layers.23.self_attn.rotary_emb/aten::to/Convert" type="Const" version="opset1">
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-					<dim>64</dim>
-					<dim>1</dim>
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-		<layer id="5107" name="__module.model.layers.23.self_attn.rotary_emb/aten::expand/Broadcast" type="Broadcast" version="opset3">
-			<data mode="bidirectional" />
+		<layer id="4481" name="__module.model.layers.23.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
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 					<dim>-1</dim>
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-					<dim>1</dim>
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-			<data transpose_a="false" transpose_b="false" />
-			<input>
-				<port id="0" precision="FP32">
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 					<dim>-1</dim>
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 				<port id="1" precision="FP32">
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 					<dim>1</dim>
 					<dim>-1</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
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 					<dim>-1</dim>
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+					<dim>32</dim>
 					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="i32" shape="3" offset="218618232" size="12" />
+		<layer id="4482" name="Constant_19007" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>3</dim>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4483" name="Constant_19009" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618252" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4484" name="Constant_19011" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5110" name="__module.model.layers.23.self_attn.rotary_emb/aten::transpose/Transpose" type="Transpose" version="opset1">
+		<layer id="4485" name="__module.model.layers.23.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
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 					<dim>-1</dim>
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+					<dim>1</dim>
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+				<port id="2" precision="I64">
+					<dim>1</dim>
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+				<port id="3" precision="I64">
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+				<port id="4" precision="I64">
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 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="3250,x2.93">
 					<dim>-1</dim>
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 					<dim>-1</dim>
 					<dim>64</dim>
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 			</output>
 		</layer>
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-			<data axis="-1" />
+		<layer id="4486" name="Constant_37108" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="218618268" size="4" />
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+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
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+		<layer id="4487" name="__module.model.layers.23.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>64</dim>
 				</port>
 				<port id="1" precision="FP32">
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-					<dim>-1</dim>
-					<dim>64</dim>
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+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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 					<dim>-1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>64</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4488" name="Constant_18904" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="5112" name="__module.model.layers.23.self_attn.rotary_emb/aten::cos/Cos" type="Cos" version="opset1">
+		<layer id="4489" name="Constant_18948" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4490" name="Constant_18950" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4491" name="__module.model.layers.23.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
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+				<port id="2" precision="I64">
+					<dim>1</dim>
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+				<port id="3" precision="I64">
+					<dim>1</dim>
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+				<port id="4" precision="I64">
+					<dim>1</dim>
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 			<output>
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 					<dim>-1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
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 		</layer>
-		<layer id="5113" name="__module.model.layers.23.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
+		<layer id="4492" name="__module.model.layers.23.self_attn/aten::cat/Concat" type="Concat" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
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+					<dim>64</dim>
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+				<port id="1" precision="FP32">
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+					<dim>32</dim>
+					<dim>-1</dim>
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 			<output>
-				<port id="2" precision="FP32" names="3819,cos.143">
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 					<dim>-1</dim>
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 					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="5114" name="__module.model.layers.23.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="4493" name="__module.model.layers.23.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -77157,7 +69734,7 @@
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 			<output>
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+				<port id="2" precision="FP32" names="3254">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -77165,224 +69742,8 @@
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 					<dim>32</dim>
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@@ -77493,38 +69767,13 @@
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@@ -77532,7 +69781,7 @@
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 		</layer>
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@@ -77540,7 +69789,7 @@
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 			</output>
 		</layer>
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 				<port id="0" precision="I64">
@@ -77548,7 +69797,7 @@
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 			<input>
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@@ -77570,7 +69819,7 @@
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@@ -77587,7 +69836,7 @@
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 			</output>
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@@ -77606,13 +69855,13 @@
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 		</layer>
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 			<input>
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@@ -77635,8 +69884,8 @@
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@@ -77645,7 +69894,7 @@
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 			<input>
 				<port id="0" precision="U4">
@@ -77662,8 +69911,8 @@
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 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -77672,7 +69921,7 @@
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 		</layer>
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -77689,7 +69938,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -77711,8 +69960,8 @@
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 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -77721,7 +69970,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -77743,7 +69992,7 @@
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@@ -77751,7 +70000,7 @@
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 		</layer>
-		<layer id="5156" name="Reshape_168455" type="Reshape" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
@@ -77770,7 +70019,7 @@
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 		</layer>
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 			<input>
 				<port id="0" precision="FP16">
@@ -77785,7 +70034,7 @@
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 		</layer>
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 			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
@@ -77799,14 +70048,14 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 				<port id="0" precision="I64">
@@ -77814,7 +70063,7 @@
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 		</layer>
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 			<data special_zero="true" />
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@@ -77827,7 +70076,7 @@
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 			<output>
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+				<port id="2" precision="FP32" names="3233">
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -77835,7 +70084,7 @@
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-		<layer id="5161" name="__module.model.layers.23.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
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 				<port id="0" precision="I32">
@@ -77843,7 +70092,7 @@
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 		</layer>
-		<layer id="5162" name="__module.model.layers.23.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -77856,7 +70105,7 @@
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 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -77864,7 +70113,7 @@
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-		<layer id="5163" name="__module.model.layers.23.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="4519" name="__module.model.layers.23.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
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@@ -77881,7 +70130,7 @@
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-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="4520" name="Constant_19150" type="Const" version="opset1">
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-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="4521" name="Constant_19152" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618252" size="8" />
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+		<layer id="4522" name="Constant_19154" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4523" name="__module.model.layers.23.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
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@@ -78035,17 +70171,20 @@
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 				<port id="1" precision="I64">
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 					<dim>32</dim>
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@@ -78053,8 +70192,8 @@
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 		</layer>
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-			<data element_type="f32" shape="1, 1, 1, 1" offset="218618356" size="4" />
+		<layer id="4524" name="Constant_37109" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -78064,7 +70203,7 @@
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 			</output>
 		</layer>
-		<layer id="5179" name="__module.model.layers.23.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="4525" name="__module.model.layers.23.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -78081,7 +70220,7 @@
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 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -78089,24 +70228,31 @@
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 			</output>
 		</layer>
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-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="4526" name="Constant_19047" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="5181" name="Constant_110956" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
+		<layer id="4527" name="Constant_19091" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4528" name="Constant_19093" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4529" name="__module.model.layers.23.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -78115,17 +70261,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				<port id="2" precision="I64">
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="3261">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -78133,7 +70282,7 @@
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 			</output>
 		</layer>
-		<layer id="5183" name="__module.model.layers.23.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="4530" name="__module.model.layers.23.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -78150,7 +70299,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3850">
+				<port id="2" precision="FP32" names="3269">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -78158,7 +70307,7 @@
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 			</output>
 		</layer>
-		<layer id="5184" name="__module.model.layers.23.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="4531" name="__module.model.layers.23.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -78175,7 +70324,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3851">
+				<port id="2" precision="FP32" names="3270">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -78183,7 +70332,7 @@
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 			</output>
 		</layer>
-		<layer id="5185" name="__module.model.layers.23.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="4532" name="__module.model.layers.23.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -78200,7 +70349,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3852">
+				<port id="2" precision="FP32" names="3271">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -78208,7 +70357,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5186" name="__module.model.layers.23.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="4533" name="__module.model.layers.23.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -78233,13 +70382,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5187" name="Constant_161030" type="Const" version="opset1">
+		<layer id="4534" name="Constant_52822" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="5188" name="Constant_161023" type="Const" version="opset1">
+		<layer id="4535" name="Constant_52815" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -78247,7 +70396,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5189" name="Constant_161025" type="Const" version="opset1">
+		<layer id="4536" name="Constant_52817" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -78255,7 +70404,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5190" name="Constant_161027" type="Const" version="opset1">
+		<layer id="4537" name="Constant_52819" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -78263,7 +70412,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5191" name="Concat_161028" type="Concat" version="opset1">
+		<layer id="4538" name="Concat_52820" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -78285,7 +70434,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5192" name="Broadcast_161031" type="Broadcast" version="opset3">
+		<layer id="4539" name="Broadcast_52823" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -78302,7 +70451,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5193" name="ReadValue_155396" type="ReadValue" version="opset6">
+		<layer id="4540" name="ReadValue_49900" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.23.valuepresent.23.value" variable_type="f32" variable_shape="?,32,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -78321,13 +70470,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5194" name="Constant_150346" type="Const" version="opset1">
+		<layer id="4541" name="Constant_47514" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="5195" name="Gather_150347" type="Gather" version="opset8">
+		<layer id="4542" name="Gather_47515" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -78350,94 +70499,134 @@
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 			</output>
 		</layer>
-		<layer id="5196" name="self.model.layers.23.self_attn.v_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="4096, 4096" offset="3156944504" size="16777216" />
+		<layer id="4543" name="self.model.layers.23.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="2646313472" size="8388608" />
 			<output>
-				<port id="0" precision="U8">
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+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5197" name="Convert_168459" type="Convert" version="opset1">
+		<layer id="4544" name="Convert_75408" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u8" shape="4096, 1" offset="3173721720" size="4096" />
+		<layer id="4545" name="self.model.layers.23.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="2654702080" size="65536" />
 			<output>
-				<port id="0" precision="U8">
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 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5199" name="Convert_168462" type="Convert" version="opset1">
+		<layer id="4546" name="Convert_75410" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5200" name="self.model.layers.23.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="4547" name="self.model.layers.23.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
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+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
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 		</layer>
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+		<layer id="4548" name="self.model.layers.23.self_attn.v_proj.weight/scale" type="Const" version="opset1">
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 				<port id="0" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
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 		</layer>
-		<layer id="5202" name="self.model.layers.23.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="4549" name="self.model.layers.23.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4550" name="Constant_75415" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="218617904" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4551" name="Reshape_75416" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
@@ -78445,7 +70634,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5203" name="self.model.layers.23.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4552" name="self.model.layers.23.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -78460,7 +70649,7 @@
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 			</output>
 		</layer>
-		<layer id="5204" name="__module.model.layers.23.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="4553" name="__module.model.layers.23.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -78474,14 +70663,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3784,value_states.47">
+				<port id="2" precision="FP32" names="3228,value_states.47">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5205" name="Constant_130346" type="Const" version="opset1">
+		<layer id="4554" name="Constant_40418" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="218617920" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -78489,7 +70678,7 @@
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 			</output>
 		</layer>
-		<layer id="5206" name="__module.model.layers.23.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="4555" name="__module.model.layers.23.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -78502,7 +70691,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3792">
+				<port id="2" precision="FP32" names="3236">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -78510,7 +70699,7 @@
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 			</output>
 		</layer>
-		<layer id="5207" name="__module.model.layers.23.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="4556" name="__module.model.layers.23.self_attn/aten::transpose/Constant_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -78518,7 +70707,7 @@
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 			</output>
 		</layer>
-		<layer id="5208" name="__module.model.layers.23.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="4557" name="__module.model.layers.23.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -78531,7 +70720,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3793">
+				<port id="2" precision="FP32" names="3237">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -78539,7 +70728,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5209" name="__module.model.layers.23.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="4558" name="__module.model.layers.23.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -78564,31 +70753,15 @@
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 			</output>
 		</layer>
-		<layer id="5210" name="Constant_111001" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
-			<output>
-				<port id="0" precision="I64">
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-		<layer id="5211" name="Constant_111002" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		<layer id="5212" name="Constant_110998" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="4559" name="Constant_19218" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5213" name="ShapeOf_129602" type="ShapeOf" version="opset3">
+		<layer id="4560" name="ShapeOf_39690" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -78604,21 +70777,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5214" name="Constant_129603" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618284" size="8" />
+		<layer id="4561" name="Constant_39691" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="236050872" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5215" name="Constant_129604" type="Const" version="opset1">
+		<layer id="4562" name="Constant_39692" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="5216" name="Gather_129605" type="Gather" version="opset8">
+		<layer id="4563" name="Gather_39693" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -78635,7 +70808,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5217" name="ShapeOf_129606" type="ShapeOf" version="opset3">
+		<layer id="4564" name="ShapeOf_39694" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -78651,21 +70824,21 @@
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 			</output>
 		</layer>
-		<layer id="5218" name="Constant_129607" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618284" size="8" />
+		<layer id="4565" name="Constant_39695" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="236050872" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5219" name="Constant_129608" type="Const" version="opset1">
+		<layer id="4566" name="Constant_39696" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="5220" name="Gather_129609" type="Gather" version="opset8">
+		<layer id="4567" name="Gather_39697" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -78682,7 +70855,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5221" name="Add_129610" type="Add" version="opset1">
+		<layer id="4568" name="Add_39698" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I64">
@@ -78693,50 +70866,20 @@
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 			</input>
 			<output>
-				<port id="2" precision="I64" names="3857">
+				<port id="2" precision="I64" names="3276">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5222" name="Constant_110997" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="4569" name="Constant_19221" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
-				<port id="0" precision="I32">
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-		</layer>
-		<layer id="5223" name="ScatterUpdate_111003" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="3" precision="I32">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="4" precision="I64">
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-				</port>
-			</output>
-		</layer>
-		<layer id="5224" name="Constant_111006" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
-			<output>
-				<port id="0" precision="I64">
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-				</port>
 			</output>
 		</layer>
-		<layer id="5225" name="__module.model.layers.23.self_attn/aten::slice/Slice_7" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4570" name="__module.model.layers.23.self_attn/aten::slice/Slice_7" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -78745,17 +70888,20 @@
 					<dim>-1</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="3280">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
@@ -78763,7 +70909,7 @@
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 			</output>
 		</layer>
-		<layer id="5226" name="__module.model.layers.23.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="4571" name="__module.model.layers.23.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -78792,7 +70938,7 @@
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 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3862,attn_output.93">
+				<port id="4" precision="FP32" names="3281,attn_output.93">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -78800,7 +70946,7 @@
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 			</output>
 		</layer>
-		<layer id="5227" name="__module.model.layers.23.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="4572" name="__module.model.layers.23.self_attn/aten::transpose/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -78808,7 +70954,7 @@
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 			</output>
 		</layer>
-		<layer id="5228" name="__module.model.layers.23.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -78821,7 +70967,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3863">
+				<port id="2" precision="FP32" names="3282">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -78829,7 +70975,7 @@
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 			</output>
 		</layer>
-		<layer id="5229" name="__module.model.layers.23.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+		<layer id="4574" name="__module.model.layers.23.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -78844,21 +70990,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5230" name="Constant_102856" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="244124208" size="16" />
+		<layer id="4575" name="Constant_34043" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="236050896" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5231" name="Constant_102857" type="Const" version="opset1">
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 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="5232" name="Gather_102858" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -78875,7 +71021,15 @@
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 			</output>
 		</layer>
-		<layer id="5233" name="__module.model.layers.23.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+		<layer id="4578" name="Constant_19295" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="209901604" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4579" name="__module.model.layers.23.self_attn/prim::ListConstruct_3" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -78886,12 +71040,12 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="I64" names="3865">
+				<port id="2" precision="I64">
 					<dim>3</dim>
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 		</layer>
-		<layer id="5234" name="__module.model.layers.23.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+		<layer id="4580" name="__module.model.layers.23.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -78905,15 +71059,15 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>-1</dim>
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 		</layer>
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+		<layer id="4581" name="self.model.layers.23.self_attn.o_proj.weight" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -78922,7 +71076,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5236" name="Convert_168480" type="Convert" version="opset1">
+		<layer id="4582" name="Convert_75430" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -78939,8 +71093,8 @@
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 			</output>
 		</layer>
-		<layer id="5237" name="self.model.layers.23.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 1" offset="3182122616" size="65536" />
+		<layer id="4583" name="self.model.layers.23.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="2663418368" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -78949,7 +71103,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5238" name="Convert_168482" type="Convert" version="opset1">
+		<layer id="4584" name="Convert_75432" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -78966,7 +71120,7 @@
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 			</output>
 		</layer>
-		<layer id="5239" name="self.model.layers.23.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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@@ -79125,7 +71279,7 @@
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@@ -79233,7 +71387,7 @@
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@@ -79309,7 +71463,7 @@
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@@ -79326,8 +71480,8 @@
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@@ -79336,7 +71490,7 @@
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@@ -79353,7 +71507,7 @@
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@@ -79385,7 +71539,7 @@
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@@ -79407,15 +71561,15 @@
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@@ -79434,7 +71588,7 @@
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 			<input>
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@@ -79449,7 +71603,7 @@
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@@ -79496,7 +71650,7 @@
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@@ -79513,8 +71667,8 @@
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@@ -80245,7 +72399,7 @@
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@@ -80258,7 +72412,7 @@
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@@ -80266,7 +72420,7 @@
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@@ -80274,7 +72428,7 @@
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 			</output>
 		</layer>
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@@ -80287,7 +72441,7 @@
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 					<dim>32</dim>
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+		<layer id="4668" name="__module.model.layers.24.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -80447,7 +72466,7 @@
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 			</input>
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 					<dim>32</dim>
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@@ -80455,144 +72474,31 @@
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-			<data element_type="i64" shape="1" offset="218618224" size="8" />
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4672" name="__module.model.layers.24.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -80601,17 +72507,20 @@
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 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -80619,8 +72528,8 @@
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+		<layer id="4673" name="Constant_37118" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -80630,7 +72539,7 @@
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 			</output>
 		</layer>
-		<layer id="5346" name="__module.model.layers.24.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="4674" name="__module.model.layers.24.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -80647,7 +72556,7 @@
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 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -80655,24 +72564,31 @@
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 			<output>
 				<port id="0" precision="I64">
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 			<output>
 				<port id="0" precision="I64">
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4677" name="Constant_19730" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
+			<output>
+				<port id="0" precision="I64">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -80681,17 +72597,20 @@
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 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -80699,7 +72618,7 @@
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 			<input>
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@@ -80716,7 +72635,7 @@
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 			<output>
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+				<port id="2" precision="FP32" names="3375">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -80724,41 +72643,7 @@
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 		</layer>
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@@ -80962,7 +72847,7 @@
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 			<data destination_type="f16" />
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@@ -80979,7 +72864,7 @@
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 					<dim>4096</dim>
@@ -81011,7 +72896,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
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@@ -81033,7 +72918,7 @@
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 			</output>
 		</layer>
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@@ -81041,7 +72926,7 @@
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 			</output>
 		</layer>
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@@ -81060,7 +72945,7 @@
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 			</output>
 		</layer>
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 			<data destination_type="f32" />
 			<input>
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@@ -81075,7 +72960,7 @@
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 		</layer>
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 			<data transpose_a="false" transpose_b="true" />
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 					<dim>-1</dim>
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@@ -81104,7 +72989,7 @@
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 		</layer>
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 			<data special_zero="true" />
 			<input>
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@@ -81117,7 +73002,7 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -81125,7 +73010,7 @@
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@@ -81133,7 +73018,7 @@
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 		</layer>
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 			<input>
 				<port id="0" precision="FP32">
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@@ -81146,7 +73031,7 @@
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 			<output>
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 					<dim>32</dim>
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@@ -81154,7 +73039,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -81171,7 +73056,7 @@
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 					<dim>32</dim>
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-			<data element_type="i32" shape="" offset="0" size="4" />
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 				<port id="0" precision="I64">
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@@ -81256,67 +73088,7 @@
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 			<input>
 				<port id="0" precision="FP32">
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@@ -81325,17 +73097,20 @@
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 					<dim>32</dim>
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@@ -81354,7 +73129,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -81371,7 +73146,7 @@
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@@ -81379,24 +73154,31 @@
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-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="4713" name="Constant_19827" type="Const" version="opset1">
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-		<layer id="5397" name="Constant_111168" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
+		<layer id="4714" name="Constant_19871" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
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+					<dim>1</dim>
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+		<layer id="4715" name="Constant_19873" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4716" name="__module.model.layers.24.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
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@@ -81405,17 +73187,20 @@
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 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -81423,7 +73208,7 @@
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 			</output>
 		</layer>
-		<layer id="5399" name="__module.model.layers.24.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="4717" name="__module.model.layers.24.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
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@@ -81440,7 +73225,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3391">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -81448,7 +73233,7 @@
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 			</output>
 		</layer>
-		<layer id="5400" name="__module.model.layers.24.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="4718" name="__module.model.layers.24.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -81465,7 +73250,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3392">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -81473,7 +73258,7 @@
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 			</output>
 		</layer>
-		<layer id="5401" name="__module.model.layers.24.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="4719" name="__module.model.layers.24.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -81490,7 +73275,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3393">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -81498,7 +73283,7 @@
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 			</output>
 		</layer>
-		<layer id="5402" name="__module.model.layers.24.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="4720" name="__module.model.layers.24.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
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@@ -81523,13 +73308,13 @@
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 			</output>
 		</layer>
-		<layer id="5403" name="Constant_161056" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="5404" name="Constant_161049" type="Const" version="opset1">
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 			<output>
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@@ -81537,7 +73322,7 @@
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 			</output>
 		</layer>
-		<layer id="5405" name="Constant_161051" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
@@ -81545,7 +73330,7 @@
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 			</output>
 		</layer>
-		<layer id="5406" name="Constant_161053" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
@@ -81553,7 +73338,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5407" name="Concat_161054" type="Concat" version="opset1">
+		<layer id="4725" name="Concat_52844" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -81575,7 +73360,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5408" name="Broadcast_161057" type="Broadcast" version="opset3">
+		<layer id="4726" name="Broadcast_52847" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -81592,7 +73377,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5409" name="ReadValue_155400" type="ReadValue" version="opset6">
+		<layer id="4727" name="ReadValue_49904" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.24.valuepresent.24.value" variable_type="f32" variable_shape="?,32,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -81611,13 +73396,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5410" name="Constant_150352" type="Const" version="opset1">
+		<layer id="4728" name="Constant_47520" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="5411" name="Gather_150353" type="Gather" version="opset8">
+		<layer id="4729" name="Gather_47521" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -81640,94 +73425,134 @@
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 			</output>
 		</layer>
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-			<data element_type="u8" shape="4096, 4096" offset="3270190712" size="16777216" />
+		<layer id="4730" name="self.model.layers.24.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="2751486464" size="8388608" />
 			<output>
-				<port id="0" precision="U8">
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+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5413" name="Convert_168503" type="Convert" version="opset1">
+		<layer id="4731" name="Convert_75452" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u8" shape="4096, 1" offset="3286967928" size="4096" />
+		<layer id="4732" name="self.model.layers.24.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="2759875072" size="65536" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5415" name="Convert_168506" type="Convert" version="opset1">
+		<layer id="4733" name="Convert_75454" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5416" name="self.model.layers.24.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="4734" name="self.model.layers.24.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="f16" shape="4096, 1" offset="3286972024" size="8192" />
+		<layer id="4735" name="self.model.layers.24.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="2759940608" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5418" name="self.model.layers.24.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="4736" name="self.model.layers.24.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4737" name="Constant_75459" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="218617904" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4738" name="Reshape_75460" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
@@ -81735,7 +73560,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5419" name="self.model.layers.24.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4739" name="self.model.layers.24.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -81750,7 +73575,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5420" name="__module.model.layers.24.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="4740" name="__module.model.layers.24.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -81764,14 +73589,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3350,value_states.49">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5421" name="Constant_130349" type="Const" version="opset1">
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 			<data element_type="i64" shape="4" offset="218617920" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -81779,7 +73604,7 @@
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 			</output>
 		</layer>
-		<layer id="5422" name="__module.model.layers.24.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="4742" name="__module.model.layers.24.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -81792,7 +73617,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3940">
+				<port id="2" precision="FP32" names="3358">
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -81800,7 +73625,7 @@
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 		</layer>
-		<layer id="5423" name="__module.model.layers.24.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="4743" name="__module.model.layers.24.self_attn/aten::transpose/Constant_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -81808,7 +73633,7 @@
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 			</output>
 		</layer>
-		<layer id="5424" name="__module.model.layers.24.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="4744" name="__module.model.layers.24.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -81821,7 +73646,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3941">
+				<port id="2" precision="FP32" names="3359">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -81829,7 +73654,7 @@
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 			</output>
 		</layer>
-		<layer id="5425" name="__module.model.layers.24.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="4745" name="__module.model.layers.24.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -81854,31 +73679,15 @@
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 			</output>
 		</layer>
-		<layer id="5426" name="Constant_111213" type="Const" version="opset1">
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-		<layer id="5427" name="Constant_111214" type="Const" version="opset1">
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-		<layer id="5428" name="Constant_111210" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="4746" name="Constant_19998" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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 				</port>
 			</output>
 		</layer>
-		<layer id="5429" name="ShapeOf_129677" type="ShapeOf" version="opset3">
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 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -81894,21 +73703,21 @@
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 		</layer>
-		<layer id="5430" name="Constant_129678" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618284" size="8" />
+		<layer id="4748" name="Constant_39764" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="236050872" size="8" />
 			<output>
 				<port id="0" precision="I64">
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@@ -81925,7 +73734,7 @@
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-		<layer id="5433" name="ShapeOf_129681" type="ShapeOf" version="opset3">
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@@ -81941,21 +73750,21 @@
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+		<layer id="4752" name="Constant_39768" type="Const" version="opset1">
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 		</layer>
-		<layer id="5436" name="Gather_129684" type="Gather" version="opset8">
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@@ -81972,7 +73781,7 @@
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 			</output>
 		</layer>
-		<layer id="5437" name="Add_129685" type="Add" version="opset1">
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@@ -81983,50 +73792,20 @@
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 			<output>
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+		<layer id="4756" name="Constant_20001" type="Const" version="opset1">
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4757" name="__module.model.layers.24.self_attn/aten::slice/Slice_7" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
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@@ -82035,17 +73814,20 @@
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 			<output>
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@@ -82053,7 +73835,7 @@
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 			<data causal="false" />
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@@ -82082,7 +73864,7 @@
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 					<dim>32</dim>
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@@ -82090,7 +73872,7 @@
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 		</layer>
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@@ -82098,7 +73880,7 @@
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 		</layer>
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -82111,7 +73893,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -82119,7 +73901,7 @@
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 			</output>
 		</layer>
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 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -82134,21 +73916,21 @@
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 		</layer>
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+		<layer id="4762" name="Constant_34053" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="5447" name="Constant_102867" type="Const" version="opset1">
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 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
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 			</output>
 		</layer>
-		<layer id="5448" name="Gather_102868" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -82165,7 +73947,15 @@
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 			</output>
 		</layer>
-		<layer id="5449" name="__module.model.layers.24.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+		<layer id="4765" name="Constant_20075" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="209901604" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
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+			</output>
+		</layer>
+		<layer id="4766" name="__module.model.layers.24.self_attn/prim::ListConstruct_3" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -82176,12 +73966,12 @@
 				</port>
 			</input>
 			<output>
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+				<port id="2" precision="I64">
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 			</output>
 		</layer>
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -82195,15 +73985,15 @@
 				</port>
 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3407">
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 					<dim>-1</dim>
 					<dim>-1</dim>
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="4096, 32, 128" offset="3286980216" size="8388608" />
+		<layer id="4768" name="self.model.layers.24.self_attn.o_proj.weight" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -82212,7 +74002,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5452" name="Convert_168524" type="Convert" version="opset1">
+		<layer id="4769" name="Convert_75474" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -82229,8 +74019,8 @@
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u4" shape="4096, 32, 1" offset="3295368824" size="65536" />
+		<layer id="4770" name="self.model.layers.24.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="2768591360" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -82239,7 +74029,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5454" name="Convert_168526" type="Convert" version="opset1">
+		<layer id="4771" name="Convert_75476" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -82256,7 +74046,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5455" name="self.model.layers.24.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -82278,8 +74068,8 @@
 				</port>
 			</output>
 		</layer>
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-			<data element_type="f16" shape="4096, 32, 1" offset="3295434360" size="262144" />
+		<layer id="4773" name="self.model.layers.24.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="2768656896" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -82288,7 +74078,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5457" name="self.model.layers.24.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -82310,7 +74100,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5458" name="Constant_168531" type="Const" version="opset1">
+		<layer id="4775" name="Constant_75481" type="Const" version="opset1">
 			<data element_type="i64" shape="2" offset="218617904" size="16" />
 			<output>
 				<port id="0" precision="I64">
@@ -82318,7 +74108,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5459" name="Reshape_168532" type="Reshape" version="opset1">
+		<layer id="4776" name="Reshape_75482" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -82337,7 +74127,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5460" name="self.model.layers.24.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4777" name="self.model.layers.24.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -82352,13 +74142,13 @@
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 			</output>
 		</layer>
-		<layer id="5461" name="__module.model.layers.24.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="4778" name="__module.model.layers.24.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
+					<dim>-1</dim>
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 				<port id="1" precision="FP32">
 					<dim>4096</dim>
@@ -82366,14 +74156,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4016,4018,hidden_states.637">
+				<port id="2" precision="FP32" names="3409,3411,hidden_states.637">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -82388,15 +74178,15 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>4096</dim>
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-			<data element_type="f32" shape="1, 1, 4096" offset="3295696504" size="16384" />
+		<layer id="4780" name="Constant_37123" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -82405,7 +74195,7 @@
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 			</output>
 		</layer>
-		<layer id="5464" name="Constant_123216" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="209901596" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -82415,7 +74205,7 @@
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 		</layer>
-		<layer id="5465" name="Constant_123214" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="209901600" size="4" />
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 				<port id="0" precision="FP32">
@@ -82425,7 +74215,7 @@
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 			</output>
 		</layer>
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+		<layer id="4783" name="__module.model.layers.24.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -82440,22 +74230,22 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>4096</dim>
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-		<layer id="5467" name="Constant_12630" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="209901604" size="8" />
 			<output>
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-		<layer id="5468" name="__module.model.layers.24.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
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 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -82468,14 +74258,14 @@
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 			<output>
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 					<dim>-1</dim>
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-		<layer id="5469" name="Constant_123215" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="209901612" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -82485,7 +74275,7 @@
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@@ -82582,15 +74372,15 @@
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@@ -82599,7 +74389,7 @@
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@@ -82616,8 +74406,8 @@
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@@ -82626,7 +74416,7 @@
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@@ -82643,7 +74433,7 @@
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@@ -82665,8 +74455,8 @@
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@@ -82675,7 +74465,7 @@
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@@ -82697,15 +74487,15 @@
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@@ -82724,7 +74514,7 @@
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@@ -82739,7 +74529,7 @@
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@@ -82753,14 +74543,14 @@
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@@ -82769,15 +74559,15 @@
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@@ -82786,7 +74576,7 @@
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-		<layer id="5488" name="Convert_167171" type="Convert" version="opset1">
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 			<input>
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@@ -82803,8 +74593,8 @@
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-			<data element_type="u4" shape="11008, 32, 1" offset="3341682296" size="176128" />
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@@ -82813,7 +74603,7 @@
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-		<layer id="5490" name="Convert_167173" type="Convert" version="opset1">
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 			<data destination_type="f16" />
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@@ -82830,7 +74620,7 @@
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@@ -82852,8 +74642,8 @@
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@@ -82862,7 +74652,7 @@
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@@ -82884,15 +74674,15 @@
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@@ -82911,7 +74701,7 @@
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@@ -82926,7 +74716,7 @@
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@@ -82940,14 +74730,14 @@
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@@ -82962,15 +74752,15 @@
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@@ -82979,7 +74769,7 @@
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 			<data destination_type="f16" />
 			<input>
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@@ -82996,8 +74786,8 @@
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@@ -83006,7 +74796,7 @@
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 			<data destination_type="f16" />
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@@ -83023,7 +74813,7 @@
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@@ -83077,15 +74867,15 @@
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@@ -83104,7 +74894,7 @@
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@@ -83119,7 +74909,7 @@
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@@ -83133,14 +74923,14 @@
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@@ -83182,7 +74972,7 @@
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@@ -83192,7 +74982,7 @@
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@@ -83252,7 +75042,7 @@
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@@ -83305,14 +75095,14 @@
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@@ -83349,15 +75139,15 @@
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@@ -83366,7 +75156,7 @@
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 			<input>
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@@ -83383,8 +75173,8 @@
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@@ -83393,7 +75183,7 @@
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 			<input>
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@@ -83410,7 +75200,7 @@
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@@ -83432,8 +75222,8 @@
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@@ -83442,7 +75232,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -83464,7 +75254,7 @@
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-		<layer id="5530" name="Constant_168564" type="Const" version="opset1">
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@@ -83472,7 +75262,7 @@
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 			<input>
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@@ -83491,7 +75281,7 @@
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 			<input>
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@@ -83506,7 +75296,7 @@
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-		<layer id="5534" name="Constant_130350" type="Const" version="opset1">
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@@ -83535,7 +75325,7 @@
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 			<input>
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@@ -83548,7 +75338,7 @@
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@@ -83556,7 +75346,7 @@
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@@ -83564,7 +75354,7 @@
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 				<port id="0" precision="FP32">
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@@ -83577,7 +75367,7 @@
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@@ -83745,144 +75400,31 @@
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-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="4856" name="Constant_20567" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
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-			<output>
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-		<layer id="5554" name="Constant_127808" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618224" size="8" />
+		<layer id="4857" name="Constant_20569" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618252" size="8" />
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-		<layer id="5556" name="Constant_111221" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="4858" name="Constant_20571" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4859" name="__module.model.layers.25.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -83891,17 +75433,20 @@
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 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -83909,8 +75454,8 @@
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 			</output>
 		</layer>
-		<layer id="5561" name="Constant_123222" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="218618356" size="4" />
+		<layer id="4860" name="Constant_37128" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -83920,7 +75465,7 @@
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 			</output>
 		</layer>
-		<layer id="5562" name="__module.model.layers.25.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="4861" name="__module.model.layers.25.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -83937,7 +75482,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3495">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -83945,24 +75490,31 @@
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 			</output>
 		</layer>
-		<layer id="5563" name="Constant_111275" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="4862" name="Constant_20464" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="5564" name="Constant_111280" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
+		<layer id="4863" name="Constant_20508" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4864" name="Constant_20510" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
+			<output>
+				<port id="0" precision="I64">
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 				</port>
 			</output>
 		</layer>
-		<layer id="5565" name="__module.model.layers.25.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4865" name="__module.model.layers.25.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -83971,17 +75523,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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+					<dim>1</dim>
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 				<port id="2" precision="I64">
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 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="3489">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -83989,7 +75544,7 @@
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 			</output>
 		</layer>
-		<layer id="5566" name="__module.model.layers.25.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="4866" name="__module.model.layers.25.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -84006,7 +75561,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4130">
+				<port id="2" precision="FP32" names="3497">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -84014,41 +75569,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5567" name="__module.model.layers.25.self_attn.rotary_emb/aten::sin/Sin" type="Sin" version="opset1">
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-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
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-			<output>
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-					<dim>-1</dim>
-					<dim>128</dim>
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-		<layer id="5568" name="__module.model.layers.25.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64" />
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-			<output>
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-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-		</layer>
-		<layer id="5569" name="__module.model.layers.25.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="4867" name="__module.model.layers.25.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -84065,7 +75586,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4131">
+				<port id="2" precision="FP32" names="3498">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -84073,7 +75594,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5570" name="__module.model.layers.25.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="4868" name="__module.model.layers.25.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -84090,7 +75611,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4132">
+				<port id="2" precision="FP32" names="3499">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -84098,13 +75619,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5571" name="Constant_161069" type="Const" version="opset1">
+		<layer id="4869" name="Constant_52858" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="5572" name="Constant_161062" type="Const" version="opset1">
+		<layer id="4870" name="Constant_52851" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -84112,7 +75633,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5573" name="Constant_161064" type="Const" version="opset1">
+		<layer id="4871" name="Constant_52853" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -84120,7 +75641,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5574" name="Constant_161066" type="Const" version="opset1">
+		<layer id="4872" name="Constant_52855" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -84128,7 +75649,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5575" name="Concat_161067" type="Concat" version="opset1">
+		<layer id="4873" name="Concat_52856" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -84150,7 +75671,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5576" name="Broadcast_161070" type="Broadcast" version="opset3">
+		<layer id="4874" name="Broadcast_52859" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -84167,7 +75688,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5577" name="ReadValue_155402" type="ReadValue" version="opset6">
+		<layer id="4875" name="ReadValue_49906" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.25.keypresent.25.key" variable_type="f32" variable_shape="?,32,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -84186,13 +75707,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5578" name="Constant_150355" type="Const" version="opset1">
+		<layer id="4876" name="Constant_47523" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="5579" name="Gather_150356" type="Gather" version="opset8">
+		<layer id="4877" name="Gather_47524" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -84215,8 +75736,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5580" name="self.model.layers.25.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 128" offset="3374720632" size="8388608" />
+		<layer id="4878" name="self.model.layers.25.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="2847943168" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -84225,7 +75746,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5581" name="Convert_168535" type="Convert" version="opset1">
+		<layer id="4879" name="Convert_75485" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -84242,8 +75763,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5582" name="self.model.layers.25.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 1" offset="3383109240" size="65536" />
+		<layer id="4880" name="self.model.layers.25.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="2856331776" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -84252,7 +75773,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5583" name="Convert_168537" type="Convert" version="opset1">
+		<layer id="4881" name="Convert_75487" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -84269,7 +75790,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5584" name="self.model.layers.25.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="4882" name="self.model.layers.25.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -84291,8 +75812,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5585" name="self.model.layers.25.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="3383174776" size="262144" />
+		<layer id="4883" name="self.model.layers.25.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="2856397312" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -84301,7 +75822,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5586" name="self.model.layers.25.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="4884" name="self.model.layers.25.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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@@ -84323,7 +75844,7 @@
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 			</output>
 		</layer>
-		<layer id="5587" name="Constant_168542" type="Const" version="opset1">
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@@ -84331,7 +75852,7 @@
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 			</output>
 		</layer>
-		<layer id="5588" name="Reshape_168543" type="Reshape" version="opset1">
+		<layer id="4886" name="Reshape_75493" type="Reshape" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
@@ -84350,7 +75871,7 @@
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 			</output>
 		</layer>
-		<layer id="5589" name="self.model.layers.25.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4887" name="self.model.layers.25.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
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@@ -84365,7 +75886,7 @@
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 		</layer>
-		<layer id="5590" name="__module.model.layers.25.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="4888" name="__module.model.layers.25.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -84379,14 +75900,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3470,key_states.55">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 			</output>
 		</layer>
-		<layer id="5591" name="Constant_130351" type="Const" version="opset1">
+		<layer id="4889" name="Constant_40423" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="218617920" size="32" />
 			<output>
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@@ -84394,7 +75915,7 @@
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 			</output>
 		</layer>
-		<layer id="5592" name="__module.model.layers.25.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="4890" name="__module.model.layers.25.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -84407,7 +75928,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3477">
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -84415,7 +75936,7 @@
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 			</output>
 		</layer>
-		<layer id="5593" name="__module.model.layers.25.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="4891" name="__module.model.layers.25.self_attn/aten::transpose/Constant_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -84423,7 +75944,7 @@
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 			</output>
 		</layer>
-		<layer id="5594" name="__module.model.layers.25.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="4892" name="__module.model.layers.25.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -84436,7 +75957,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4086,k.51">
+				<port id="2" precision="FP32" names="3478,k.51">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -84444,7 +75965,7 @@
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 			</output>
 		</layer>
-		<layer id="5595" name="__module.model.layers.25.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="4893" name="__module.model.layers.25.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -84461,7 +75982,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4133">
+				<port id="2" precision="FP32" names="3500">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -84469,76 +75990,23 @@
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 			</output>
 		</layer>
-		<layer id="5596" name="Constant_111323" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		<layer id="5597" name="Constant_111322" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="4894" name="Constant_20710" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="5598" name="__module.model.layers.25.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
-			<data output_type="i64" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
+		<layer id="4895" name="Constant_20712" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618252" size="8" />
 			<output>
-				<port id="1" precision="I64">
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-		</layer>
-		<layer id="5599" name="__module.model.layers.25.self_attn/aten::size/Constant_5" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="5600" name="__module.model.layers.25.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
-			</input>
-			<output>
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-		<layer id="5601" name="__module.model.layers.25.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
-			<data auto_broadcast="numpy" m_pythondiv="true" />
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-				<port id="1" precision="I64" />
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-			<output>
-				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="5602" name="__module.model.layers.25.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
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-				<port id="0" precision="I64" />
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-			<output>
-				<port id="1" precision="I64" names="4136,4137,4141,4142" />
-			</output>
-		</layer>
-		<layer id="5603" name="Constant_127810" type="Const" version="opset1">
+		<layer id="4896" name="Constant_20714" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -84546,67 +76014,7 @@
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 			</output>
 		</layer>
-		<layer id="5604" name="__module.model.layers.25.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
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-			<input>
-				<port id="0" precision="I64" />
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-		<layer id="5605" name="Constant_111321" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I32">
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-		<layer id="5606" name="ScatterUpdate_111324" type="ScatterUpdate" version="opset3">
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-				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
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-				<port id="3" precision="I32">
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-		</layer>
-		<layer id="5607" name="Constant_111327" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618292" size="32" />
-			<output>
-				<port id="0" precision="I64">
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-		<layer id="5608" name="Constant_111330" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
-			<output>
-				<port id="0" precision="I64">
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-		<layer id="5609" name="__module.model.layers.25.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4897" name="__module.model.layers.25.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -84615,17 +76023,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
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 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
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 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="3510,x2.103">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -84633,8 +76044,8 @@
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 			</output>
 		</layer>
-		<layer id="5610" name="Constant_123223" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="218618356" size="4" />
+		<layer id="4898" name="Constant_37129" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="218618268" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -84644,7 +76055,7 @@
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 			</output>
 		</layer>
-		<layer id="5611" name="__module.model.layers.25.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="4899" name="__module.model.layers.25.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -84661,7 +76072,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4144">
+				<port id="2" precision="FP32" names="3511">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -84669,24 +76080,31 @@
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 			</output>
 		</layer>
-		<layer id="5612" name="Constant_111375" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="4900" name="Constant_20607" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5613" name="Constant_111380" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
+		<layer id="4901" name="Constant_20651" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4902" name="Constant_20653" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5614" name="__module.model.layers.25.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4903" name="__module.model.layers.25.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -84695,17 +76113,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4138">
+				<port id="5" precision="FP32" names="3505">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -84713,7 +76134,7 @@
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 			</output>
 		</layer>
-		<layer id="5615" name="__module.model.layers.25.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="4904" name="__module.model.layers.25.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -84730,7 +76151,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4146">
+				<port id="2" precision="FP32" names="3513">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -84738,7 +76159,7 @@
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 			</output>
 		</layer>
-		<layer id="5616" name="__module.model.layers.25.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="4905" name="__module.model.layers.25.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -84755,7 +76176,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4147">
+				<port id="2" precision="FP32" names="3514">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -84763,7 +76184,7 @@
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 			</output>
 		</layer>
-		<layer id="5617" name="__module.model.layers.25.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="4906" name="__module.model.layers.25.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -84780,7 +76201,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4148">
+				<port id="2" precision="FP32" names="3515">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -84788,7 +76209,7 @@
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 			</output>
 		</layer>
-		<layer id="5618" name="__module.model.layers.25.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="4907" name="__module.model.layers.25.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -84813,13 +76234,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5619" name="Constant_161082" type="Const" version="opset1">
+		<layer id="4908" name="Constant_52870" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="5620" name="Constant_161075" type="Const" version="opset1">
+		<layer id="4909" name="Constant_52863" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -84827,7 +76248,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5621" name="Constant_161077" type="Const" version="opset1">
+		<layer id="4910" name="Constant_52865" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -84835,7 +76256,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5622" name="Constant_161079" type="Const" version="opset1">
+		<layer id="4911" name="Constant_52867" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -84843,7 +76264,7 @@
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 			</output>
 		</layer>
-		<layer id="5623" name="Concat_161080" type="Concat" version="opset1">
+		<layer id="4912" name="Concat_52868" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -84865,7 +76286,7 @@
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 			</output>
 		</layer>
-		<layer id="5624" name="Broadcast_161083" type="Broadcast" version="opset3">
+		<layer id="4913" name="Broadcast_52871" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -84882,7 +76303,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5625" name="ReadValue_155404" type="ReadValue" version="opset6">
+		<layer id="4914" name="ReadValue_49908" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.25.valuepresent.25.value" variable_type="f32" variable_shape="?,32,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -84901,13 +76322,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5626" name="Constant_150358" type="Const" version="opset1">
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 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="5627" name="Gather_150359" type="Gather" version="opset8">
+		<layer id="4916" name="Gather_47527" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -84930,94 +76351,134 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5628" name="self.model.layers.25.self_attn.v_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="4096, 4096" offset="3383436920" size="16777216" />
+		<layer id="4917" name="self.model.layers.25.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="2856659456" size="8388608" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5629" name="Convert_168547" type="Convert" version="opset1">
+		<layer id="4918" name="Convert_75496" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5630" name="self.model.layers.25.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="4096, 1" offset="3400214136" size="4096" />
+		<layer id="4919" name="self.model.layers.25.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="2865048064" size="65536" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5631" name="Convert_168550" type="Convert" version="opset1">
+		<layer id="4920" name="Convert_75498" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5632" name="self.model.layers.25.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="4921" name="self.model.layers.25.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5633" name="self.model.layers.25.self_attn.v_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 1" offset="3400218232" size="8192" />
+		<layer id="4922" name="self.model.layers.25.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="2865113600" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5634" name="self.model.layers.25.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="4923" name="self.model.layers.25.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4924" name="Constant_75503" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="218617904" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4925" name="Reshape_75504" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
@@ -85025,7 +76486,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5635" name="self.model.layers.25.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4926" name="self.model.layers.25.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -85040,7 +76501,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5636" name="__module.model.layers.25.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="4927" name="__module.model.layers.25.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -85054,14 +76515,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4080,value_states.51">
+				<port id="2" precision="FP32" names="3472,value_states.51">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5637" name="Constant_130352" type="Const" version="opset1">
+		<layer id="4928" name="Constant_40424" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="218617920" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -85069,7 +76530,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5638" name="__module.model.layers.25.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="4929" name="__module.model.layers.25.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -85082,7 +76543,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4088">
+				<port id="2" precision="FP32" names="3480">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -85090,7 +76551,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5639" name="__module.model.layers.25.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="4930" name="__module.model.layers.25.self_attn/aten::transpose/Constant_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -85098,7 +76559,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5640" name="__module.model.layers.25.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="4931" name="__module.model.layers.25.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -85111,7 +76572,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4089">
+				<port id="2" precision="FP32" names="3481">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -85119,7 +76580,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5641" name="__module.model.layers.25.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="4932" name="__module.model.layers.25.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -85144,31 +76605,62 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5642" name="Constant_111425" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="4933" name="Constant_20778" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4934" name="ShapeOf_39836" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5643" name="Constant_111426" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="4935" name="Constant_39837" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="236050872" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5644" name="Constant_111422" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="4936" name="Constant_39838" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="4937" name="Gather_39839" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
 				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="2" precision="I64" />
+			</input>
+			<output>
+				<port id="3" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5645" name="ShapeOf_129752" type="ShapeOf" version="opset3">
+		<layer id="4938" name="ShapeOf_39840" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -85184,21 +76676,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5646" name="Constant_129753" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618284" size="8" />
+		<layer id="4939" name="Constant_39841" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="236050872" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5647" name="Constant_129754" type="Const" version="opset1">
+		<layer id="4940" name="Constant_39842" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="5648" name="Gather_129755" type="Gather" version="opset8">
+		<layer id="4941" name="Gather_39843" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -85215,54 +76707,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5649" name="ShapeOf_129756" type="ShapeOf" version="opset3">
-			<data output_type="i64" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			<output>
-				<port id="1" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="5650" name="Constant_129757" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618284" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="5651" name="Constant_129758" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="4" size="8" />
-			<output>
-				<port id="0" precision="I64" />
-			</output>
-		</layer>
-		<layer id="5652" name="Gather_129759" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64" />
-			</input>
-			<output>
-				<port id="3" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="5653" name="Add_129760" type="Add" version="opset1">
+		<layer id="4942" name="Add_39844" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I64">
@@ -85273,50 +76718,20 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="I64" names="4153">
+				<port id="2" precision="I64" names="3520">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5654" name="Constant_111421" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="4943" name="Constant_20781" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="5655" name="ScatterUpdate_111427" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
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-				<port id="2" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="3" precision="I32">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="5656" name="Constant_111430" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="5657" name="__module.model.layers.25.self_attn/aten::slice/Slice_7" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4944" name="__module.model.layers.25.self_attn/aten::slice/Slice_7" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -85325,17 +76740,20 @@
 					<dim>-1</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4157">
+				<port id="5" precision="FP32" names="3524">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
@@ -85343,7 +76761,7 @@
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 			</output>
 		</layer>
-		<layer id="5658" name="__module.model.layers.25.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="4945" name="__module.model.layers.25.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -85372,7 +76790,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4158,attn_output.101">
+				<port id="4" precision="FP32" names="3525,attn_output.101">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -85380,7 +76798,7 @@
 				</port>
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 		</layer>
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@@ -85388,7 +76806,7 @@
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-		<layer id="5660" name="__module.model.layers.25.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="4947" name="__module.model.layers.25.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -85401,7 +76819,7 @@
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 			<output>
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@@ -85409,7 +76827,7 @@
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@@ -85424,21 +76842,21 @@
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-		<layer id="5662" name="Constant_102876" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="244124208" size="16" />
+		<layer id="4949" name="Constant_34063" type="Const" version="opset1">
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-		<layer id="5663" name="Constant_102877" type="Const" version="opset1">
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 		</layer>
-		<layer id="5664" name="Gather_102878" type="Gather" version="opset8">
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 			<input>
 				<port id="0" precision="I64">
@@ -85455,7 +76873,15 @@
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 		</layer>
-		<layer id="5665" name="__module.model.layers.25.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+		<layer id="4952" name="Constant_20855" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="209901604" size="8" />
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+				<port id="0" precision="I64">
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+		<layer id="4953" name="__module.model.layers.25.self_attn/prim::ListConstruct_3" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -85466,12 +76892,12 @@
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 			</input>
 			<output>
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-		<layer id="5666" name="__module.model.layers.25.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+		<layer id="4954" name="__module.model.layers.25.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -85485,15 +76911,15 @@
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 			<output>
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-			<data element_type="u4" shape="4096, 32, 128" offset="3400226424" size="8388608" />
+		<layer id="4955" name="self.model.layers.25.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="2865375744" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -85502,7 +76928,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5668" name="Convert_168568" type="Convert" version="opset1">
+		<layer id="4956" name="Convert_75518" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -85519,8 +76945,8 @@
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 			</output>
 		</layer>
-		<layer id="5669" name="self.model.layers.25.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 1" offset="3408615032" size="65536" />
+		<layer id="4957" name="self.model.layers.25.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="2873764352" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -85529,7 +76955,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5670" name="Convert_168570" type="Convert" version="opset1">
+		<layer id="4958" name="Convert_75520" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -85546,7 +76972,7 @@
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 		</layer>
-		<layer id="5671" name="self.model.layers.25.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="4959" name="self.model.layers.25.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -85568,8 +76994,8 @@
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-		<layer id="5672" name="self.model.layers.25.self_attn.o_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="3408680568" size="262144" />
+		<layer id="4960" name="self.model.layers.25.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="2873829888" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -85578,7 +77004,7 @@
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 			</output>
 		</layer>
-		<layer id="5673" name="self.model.layers.25.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="4961" name="self.model.layers.25.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -85600,7 +77026,7 @@
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 			</output>
 		</layer>
-		<layer id="5674" name="Constant_168575" type="Const" version="opset1">
+		<layer id="4962" name="Constant_75525" type="Const" version="opset1">
 			<data element_type="i64" shape="2" offset="218617904" size="16" />
 			<output>
 				<port id="0" precision="I64">
@@ -85608,7 +77034,7 @@
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 			</output>
 		</layer>
-		<layer id="5675" name="Reshape_168576" type="Reshape" version="opset1">
+		<layer id="4963" name="Reshape_75526" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -85627,7 +77053,7 @@
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 			</output>
 		</layer>
-		<layer id="5676" name="self.model.layers.25.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4964" name="self.model.layers.25.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -85642,13 +77068,13 @@
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 			</output>
 		</layer>
-		<layer id="5677" name="__module.model.layers.25.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="4965" name="__module.model.layers.25.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
+					<dim>-1</dim>
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 				<port id="1" precision="FP32">
 					<dim>4096</dim>
@@ -85656,14 +77082,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4164,4166,hidden_states.663">
+				<port id="2" precision="FP32" names="3531,3533,hidden_states.663">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 			</output>
 		</layer>
-		<layer id="5678" name="__module.model.layers.25/aten::add/Add" type="Add" version="opset1">
+		<layer id="4966" name="__module.model.layers.25/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -85678,15 +77104,15 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3536,3538,3549,hidden_states.665,hidden_states.667">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="5679" name="Constant_123227" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 4096" offset="3408942712" size="16384" />
+		<layer id="4967" name="Constant_37133" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 4096" offset="2874092032" size="16384" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -85695,7 +77121,7 @@
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 			</output>
 		</layer>
-		<layer id="5680" name="Constant_123226" type="Const" version="opset1">
+		<layer id="4968" name="Constant_37132" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="209901596" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -85705,7 +77131,7 @@
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 			</output>
 		</layer>
-		<layer id="5681" name="Constant_123224" type="Const" version="opset1">
+		<layer id="4969" name="Constant_37130" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="209901600" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -85715,7 +77141,7 @@
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 		</layer>
-		<layer id="5682" name="__module.model.layers.25.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="4970" name="__module.model.layers.25.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -85730,22 +77156,22 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="5683" name="Constant_13123" type="Const" version="opset1">
+		<layer id="4971" name="Constant_20882" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="209901604" size="8" />
 			<output>
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+				<port id="0" precision="I64" names="3540">
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 		</layer>
-		<layer id="5684" name="__module.model.layers.25.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="4972" name="__module.model.layers.25.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -85758,14 +77184,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3541,variance.103">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="5685" name="Constant_123225" type="Const" version="opset1">
+		<layer id="4973" name="Constant_37131" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="209901612" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -85775,7 +77201,7 @@
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 		</layer>
-		<layer id="5686" name="__module.model.layers.25.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="4974" name="__module.model.layers.25.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -85790,14 +77216,14 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="5687" name="__module.model.layers.25.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="4975" name="__module.model.layers.25.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -85813,7 +77239,7 @@
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 			</output>
 		</layer>
-		<layer id="5688" name="__module.model.layers.25.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -85828,14 +77254,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="3543">
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+		<layer id="4977" name="__module.model.layers.25.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -85850,14 +77276,14 @@
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 			<output>
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 					<dim>-1</dim>
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-		<layer id="5690" name="__module.model.layers.25.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -85872,100 +77298,327 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="5692" name="Convert_167216" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
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 			<output>
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-			<data element_type="u8" shape="11008, 1" offset="3454047864" size="11008" />
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-		<layer id="5694" name="Convert_167219" type="Convert" version="opset1">
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 			<input>
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 		</layer>
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-			<data element_type="f16" shape="11008, 1" offset="3454058872" size="22016" />
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>11008</dim>
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 		</layer>
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+		<layer id="4985" name="self.model.layers.25.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
+					<dim>11008</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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+				<port id="1" precision="FP16">
+					<dim>11008</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
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+			<output>
+				<port id="2" precision="FP16">
+					<dim>11008</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4986" name="Constant_74172" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="268208608" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4987" name="Reshape_74173" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>11008</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+			</input>
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+				<port id="2" precision="FP16">
 					<dim>11008</dim>
 					<dim>4096</dim>
 				</port>
+			</output>
+		</layer>
+		<layer id="4988" name="self.model.layers.25.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>11008</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
+					<dim>11008</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4989" name="__module.model.layers.25.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+			<data transpose_a="false" transpose_b="true" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>11008</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="3554,input.51">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>11008</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4990" name="__module.model.layers.25.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>11008</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32" names="3555">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>11008</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4991" name="self.model.layers.25.mlp.up_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="11008, 32, 128" offset="2897533440" size="22544384" />
+			<output>
+				<port id="0" precision="U4">
+					<dim>11008</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4992" name="Convert_74154" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>11008</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
 				<port id="1" precision="FP16">
 					<dim>11008</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4993" name="self.model.layers.25.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="11008, 32, 1" offset="2920077824" size="176128" />
+			<output>
+				<port id="0" precision="U4">
+					<dim>11008</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
+			</output>
+		</layer>
+		<layer id="4994" name="Convert_74156" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>11008</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>11008</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4995" name="self.model.layers.25.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>11008</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>11008</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>11008</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4996" name="self.model.layers.25.mlp.up_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="11008, 32, 1" offset="2920253952" size="704512" />
+			<output>
+				<port id="0" precision="FP16">
+					<dim>11008</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4997" name="self.model.layers.25.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>11008</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>11008</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>11008</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4998" name="Constant_74161" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="268208608" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4999" name="Reshape_74162" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>11008</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
@@ -85974,7 +77627,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5698" name="self.model.layers.25.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5000" name="self.model.layers.25.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -85989,7 +77642,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5699" name="__module.model.layers.25.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="5001" name="__module.model.layers.25.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -86003,161 +77656,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4187,input.51">
+				<port id="2" precision="FP32" names="3557">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>11008</dim>
 				</port>
 			</output>
 		</layer>
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-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
-					<dim>11008</dim>
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-					<dim>-1</dim>
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-		<layer id="5701" name="self.model.layers.25.mlp.up_proj.weight" type="Const" version="opset1">
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-		<layer id="5702" name="Convert_167205" type="Convert" version="opset1">
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-			<input>
-				<port id="0" precision="U8">
-					<dim>11008</dim>
-					<dim>4096</dim>
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-					<dim>4096</dim>
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-		<layer id="5703" name="self.model.layers.25.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="11008, 1" offset="3499169656" size="11008" />
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-				<port id="0" precision="U8">
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-		<layer id="5704" name="Convert_167208" type="Convert" version="opset1">
-			<data destination_type="f16" />
-			<input>
-				<port id="0" precision="U8">
-					<dim>11008</dim>
-					<dim>1</dim>
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-					<dim>11008</dim>
-					<dim>1</dim>
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-		</layer>
-		<layer id="5705" name="self.model.layers.25.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="FP16">
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-					<dim>4096</dim>
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-				<port id="1" precision="FP16">
-					<dim>11008</dim>
-					<dim>1</dim>
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-					<dim>11008</dim>
-					<dim>4096</dim>
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-		<layer id="5706" name="self.model.layers.25.mlp.up_proj.weight/scale" type="Const" version="opset1">
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-			<output>
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-					<dim>1</dim>
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-		<layer id="5707" name="self.model.layers.25.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="FP16">
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-					<dim>4096</dim>
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-				<port id="1" precision="FP16">
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-					<dim>4096</dim>
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-		<layer id="5708" name="self.model.layers.25.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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-			<input>
-				<port id="0" precision="FP16">
-					<dim>11008</dim>
-					<dim>4096</dim>
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-			<output>
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-					<dim>4096</dim>
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-		<layer id="5709" name="__module.model.layers.25.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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-		</layer>
-		<layer id="5710" name="__module.model.layers.25.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="5002" name="__module.model.layers.25.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -86172,15 +77678,15 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4191">
+				<port id="2" precision="FP32" names="3558">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>11008</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5711" name="self.model.layers.25.mlp.down_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 86, 128" offset="3499202680" size="22544384" />
+		<layer id="5003" name="self.model.layers.25.mlp.down_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 86, 128" offset="2920958464" size="22544384" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -86189,7 +77695,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5712" name="Convert_167226" type="Convert" version="opset1">
+		<layer id="5004" name="Convert_74176" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -86206,8 +77712,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5713" name="self.model.layers.25.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 86, 1" offset="3521747064" size="176128" />
+		<layer id="5005" name="self.model.layers.25.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 86, 1" offset="2943502848" size="176128" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -86216,7 +77722,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5714" name="Convert_167228" type="Convert" version="opset1">
+		<layer id="5006" name="Convert_74178" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -86233,7 +77739,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5715" name="self.model.layers.25.mlp.down_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="5007" name="self.model.layers.25.mlp.down_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -86255,8 +77761,8 @@
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 			</output>
 		</layer>
-		<layer id="5716" name="self.model.layers.25.mlp.down_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 86, 1" offset="3521923192" size="704512" />
+		<layer id="5008" name="self.model.layers.25.mlp.down_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 86, 1" offset="2943678976" size="704512" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -86265,7 +77771,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5717" name="self.model.layers.25.mlp.down_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="5009" name="self.model.layers.25.mlp.down_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -86287,15 +77793,15 @@
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 			</output>
 		</layer>
-		<layer id="5718" name="Constant_167233" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="344828776" size="16" />
+		<layer id="5010" name="Constant_74183" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="315058672" size="16" />
 			<output>
 				<port id="0" precision="I64">
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 				</port>
 			</output>
 		</layer>
-		<layer id="5719" name="Reshape_167234" type="Reshape" version="opset1">
+		<layer id="5011" name="Reshape_74184" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -86314,7 +77820,7 @@
 				</port>
 			</output>
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-		<layer id="5720" name="self.model.layers.25.mlp.down_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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@@ -86462,7 +77968,7 @@
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@@ -86576,7 +78082,7 @@
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@@ -86593,8 +78099,8 @@
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@@ -86603,7 +78109,7 @@
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@@ -86620,7 +78126,7 @@
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@@ -86642,8 +78148,8 @@
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@@ -86652,7 +78158,7 @@
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@@ -86674,7 +78180,7 @@
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@@ -86701,7 +78207,7 @@
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 			<input>
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@@ -86716,7 +78222,7 @@
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@@ -86745,7 +78251,7 @@
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@@ -86758,7 +78264,7 @@
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@@ -86774,7 +78280,7 @@
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+				<port id="5" precision="FP32" names="3616,x2.105">
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+		<layer id="5047" name="Constant_37138" type="Const" version="opset1">
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+		<layer id="5048" name="__module.model.layers.26.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
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 				<port id="0" precision="FP32">
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 					<dim>-1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
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+					<dim>64</dim>
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+			</output>
+		</layer>
+		<layer id="5049" name="Constant_21244" type="Const" version="opset1">
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+				<port id="0" precision="I64">
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 		</layer>
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+		<layer id="5050" name="Constant_21288" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
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+		<layer id="5051" name="Constant_21290" type="Const" version="opset1">
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+				<port id="0" precision="I64">
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 				<port id="0" precision="FP32">
 					<dim>-1</dim>
+					<dim>32</dim>
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 					<dim>128</dim>
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 		</layer>
-		<layer id="5757" name="__module.model.layers.26.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
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 					<dim>-1</dim>
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+					<dim>64</dim>
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+					<dim>32</dim>
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 			<output>
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 			</output>
 		</layer>
-		<layer id="5758" name="__module.model.layers.26.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="5054" name="__module.model.layers.26.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -86947,7 +78512,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3620">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -86955,224 +78520,8 @@
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 			</output>
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-		<layer id="5774" name="__module.model.layers.26.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="5055" name="__module.model.layers.26.self_attn/aten::add/Add" type="Add" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -87180,102 +78529,15 @@
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 					<dim>128</dim>
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 				<port id="1" precision="FP32">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
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-				<port id="0" precision="FP32">
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 					<dim>128</dim>
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 			</input>
 			<output>
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-				<port id="0" precision="FP32">
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-			</input>
-			<output>
-				<port id="2" precision="FP32" names="4279">
+				<port id="2" precision="FP32" names="3621">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -87283,38 +78545,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5782" name="__module.model.layers.26.self_attn/aten::add/Add" type="Add" version="opset1">
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-					<dim>-1</dim>
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-		<layer id="5783" name="Constant_161095" type="Const" version="opset1">
+		<layer id="5056" name="Constant_52882" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="5784" name="Constant_161088" type="Const" version="opset1">
+		<layer id="5057" name="Constant_52875" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -87322,7 +78559,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5785" name="Constant_161090" type="Const" version="opset1">
+		<layer id="5058" name="Constant_52877" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -87330,7 +78567,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5786" name="Constant_161092" type="Const" version="opset1">
+		<layer id="5059" name="Constant_52879" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -87338,7 +78575,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5787" name="Concat_161093" type="Concat" version="opset1">
+		<layer id="5060" name="Concat_52880" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -87360,7 +78597,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5788" name="Broadcast_161096" type="Broadcast" version="opset3">
+		<layer id="5061" name="Broadcast_52883" type="Broadcast" version="opset3">
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@@ -87377,7 +78614,7 @@
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 		</layer>
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@@ -87396,13 +78633,13 @@
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 			</output>
 		</layer>
-		<layer id="5790" name="Constant_150361" type="Const" version="opset1">
+		<layer id="5063" name="Constant_47529" type="Const" version="opset1">
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-		<layer id="5791" name="Gather_150362" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -87425,8 +78662,8 @@
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 		</layer>
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-			<data element_type="u4" shape="4096, 32, 128" offset="3531360376" size="8388608" />
+		<layer id="5065" name="self.model.layers.26.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="2953116160" size="8388608" />
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 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -87435,7 +78672,7 @@
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 			</output>
 		</layer>
-		<layer id="5793" name="Convert_168579" type="Convert" version="opset1">
+		<layer id="5066" name="Convert_75529" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -87452,8 +78689,8 @@
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 			</output>
 		</layer>
-		<layer id="5794" name="self.model.layers.26.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 1" offset="3539748984" size="65536" />
+		<layer id="5067" name="self.model.layers.26.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="2961504768" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -87462,7 +78699,7 @@
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 			</output>
 		</layer>
-		<layer id="5795" name="Convert_168581" type="Convert" version="opset1">
+		<layer id="5068" name="Convert_75531" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -87479,7 +78716,7 @@
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 			</output>
 		</layer>
-		<layer id="5796" name="self.model.layers.26.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="5069" name="self.model.layers.26.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -87501,8 +78738,8 @@
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 			</output>
 		</layer>
-		<layer id="5797" name="self.model.layers.26.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="3539814520" size="262144" />
+		<layer id="5070" name="self.model.layers.26.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="2961570304" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -87511,7 +78748,7 @@
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 			</output>
 		</layer>
-		<layer id="5798" name="self.model.layers.26.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="5071" name="self.model.layers.26.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -87533,7 +78770,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5799" name="Constant_168586" type="Const" version="opset1">
+		<layer id="5072" name="Constant_75536" type="Const" version="opset1">
 			<data element_type="i64" shape="2" offset="218617904" size="16" />
 			<output>
 				<port id="0" precision="I64">
@@ -87541,7 +78778,7 @@
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 			</output>
 		</layer>
-		<layer id="5800" name="Reshape_168587" type="Reshape" version="opset1">
+		<layer id="5073" name="Reshape_75537" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -87560,7 +78797,7 @@
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 			</output>
 		</layer>
-		<layer id="5801" name="self.model.layers.26.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5074" name="self.model.layers.26.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -87575,7 +78812,7 @@
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 			</output>
 		</layer>
-		<layer id="5802" name="__module.model.layers.26.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="5075" name="__module.model.layers.26.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -87589,14 +78826,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3592,key_states.57">
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 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5803" name="Constant_130354" type="Const" version="opset1">
+		<layer id="5076" name="Constant_40426" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="218617920" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -87604,7 +78841,7 @@
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 			</output>
 		</layer>
-		<layer id="5804" name="__module.model.layers.26.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="5077" name="__module.model.layers.26.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -87617,7 +78854,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4233">
+				<port id="2" precision="FP32" names="3599">
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -87625,7 +78862,7 @@
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 			</output>
 		</layer>
-		<layer id="5805" name="__module.model.layers.26.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="5078" name="__module.model.layers.26.self_attn/aten::transpose/Constant_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -87633,7 +78870,7 @@
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 			</output>
 		</layer>
-		<layer id="5806" name="__module.model.layers.26.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="5079" name="__module.model.layers.26.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -87646,7 +78883,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4234,k.53">
+				<port id="2" precision="FP32" names="3600,k.53">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -87654,7 +78891,7 @@
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 			</output>
 		</layer>
-		<layer id="5807" name="__module.model.layers.26.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="5080" name="__module.model.layers.26.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -87671,7 +78908,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4281">
+				<port id="2" precision="FP32" names="3622">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -87679,76 +78916,23 @@
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 			</output>
 		</layer>
-		<layer id="5808" name="Constant_111535" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="5809" name="Constant_111534" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="5081" name="Constant_21490" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="5810" name="__module.model.layers.26.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
-			<data output_type="i64" />
-			<input>
-				<port id="0" precision="FP32">
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-					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			<output>
-				<port id="1" precision="I64">
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-				</port>
-			</output>
-		</layer>
-		<layer id="5811" name="__module.model.layers.26.self_attn/aten::size/Constant_5" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="5082" name="Constant_21492" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618252" size="8" />
 			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="5812" name="__module.model.layers.26.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
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-				<port id="2" precision="I32" />
-			</input>
-			<output>
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 			</output>
 		</layer>
-		<layer id="5813" name="__module.model.layers.26.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
-			<data auto_broadcast="numpy" m_pythondiv="true" />
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-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
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-			<output>
-				<port id="2" precision="I64" />
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-		</layer>
-		<layer id="5814" name="__module.model.layers.26.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
-			<input>
-				<port id="0" precision="I64" />
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-			<output>
-				<port id="1" precision="I64" names="4284,4285,4289,4290" />
-			</output>
-		</layer>
-		<layer id="5815" name="Constant_127814" type="Const" version="opset1">
+		<layer id="5083" name="Constant_21494" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -87756,67 +78940,7 @@
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 			</output>
 		</layer>
-		<layer id="5816" name="__module.model.layers.26.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
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-			<output>
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-		</layer>
-		<layer id="5817" name="Constant_111533" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
-			<output>
-				<port id="0" precision="I32">
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-		</layer>
-		<layer id="5818" name="ScatterUpdate_111536" type="ScatterUpdate" version="opset3">
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-				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
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-				<port id="3" precision="I32">
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-			<output>
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-			</output>
-		</layer>
-		<layer id="5819" name="Constant_111539" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618292" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
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-			</output>
-		</layer>
-		<layer id="5820" name="Constant_111542" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
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-		</layer>
-		<layer id="5821" name="__module.model.layers.26.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5084" name="__module.model.layers.26.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -87825,17 +78949,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
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 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="3632,x2.107">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -87843,8 +78970,8 @@
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 			</output>
 		</layer>
-		<layer id="5822" name="Constant_123233" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="218618356" size="4" />
+		<layer id="5085" name="Constant_37139" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="218618268" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -87854,7 +78981,7 @@
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 			</output>
 		</layer>
-		<layer id="5823" name="__module.model.layers.26.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="5086" name="__module.model.layers.26.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -87871,7 +78998,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4292">
+				<port id="2" precision="FP32" names="3633">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -87879,24 +79006,31 @@
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 			</output>
 		</layer>
-		<layer id="5824" name="Constant_111587" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="5087" name="Constant_21387" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="5825" name="Constant_111592" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
+		<layer id="5088" name="Constant_21431" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5089" name="Constant_21433" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5090" name="__module.model.layers.26.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -87905,17 +79039,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				<port id="2" precision="I64">
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="3627">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -87923,7 +79060,7 @@
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 			</output>
 		</layer>
-		<layer id="5827" name="__module.model.layers.26.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
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 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -87940,7 +79077,7 @@
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 					<dim>-1</dim>
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+		<layer id="5092" name="__module.model.layers.26.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -87965,7 +79102,7 @@
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 			<output>
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 					<dim>32</dim>
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 		</layer>
-		<layer id="5829" name="__module.model.layers.26.self_attn/aten::add/Add_1" type="Add" version="opset1">
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 			<data auto_broadcast="numpy" />
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@@ -87990,7 +79127,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3637">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -87998,7 +79135,7 @@
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 		</layer>
-		<layer id="5830" name="__module.model.layers.26.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="5094" name="__module.model.layers.26.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
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@@ -88023,13 +79160,13 @@
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 			</output>
 		</layer>
-		<layer id="5831" name="Constant_161108" type="Const" version="opset1">
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 				<port id="0" precision="FP32" />
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 		</layer>
-		<layer id="5832" name="Constant_161101" type="Const" version="opset1">
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@@ -88037,7 +79174,7 @@
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 			</output>
 		</layer>
-		<layer id="5833" name="Constant_161103" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
@@ -88045,7 +79182,7 @@
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 			</output>
 		</layer>
-		<layer id="5834" name="Constant_161105" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
@@ -88053,7 +79190,7 @@
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 			</output>
 		</layer>
-		<layer id="5835" name="Concat_161106" type="Concat" version="opset1">
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 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -88075,7 +79212,7 @@
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 			</output>
 		</layer>
-		<layer id="5836" name="Broadcast_161109" type="Broadcast" version="opset3">
+		<layer id="5100" name="Broadcast_52895" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -88092,7 +79229,7 @@
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 			</output>
 		</layer>
-		<layer id="5837" name="ReadValue_155408" type="ReadValue" version="opset6">
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 			<data variable_id="past_key_values.26.valuepresent.26.value" variable_type="f32" variable_shape="?,32,?,128" />
 			<input>
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@@ -88111,13 +79248,13 @@
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 			</output>
 		</layer>
-		<layer id="5838" name="Constant_150364" type="Const" version="opset1">
+		<layer id="5102" name="Constant_47532" type="Const" version="opset1">
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 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="5839" name="Gather_150365" type="Gather" version="opset8">
+		<layer id="5103" name="Gather_47533" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -88140,94 +79277,134 @@
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 			</output>
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-			<data element_type="u8" shape="4096, 4096" offset="3540076664" size="16777216" />
+		<layer id="5104" name="self.model.layers.26.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="2961832448" size="8388608" />
 			<output>
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+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="5841" name="Convert_168591" type="Convert" version="opset1">
+		<layer id="5105" name="Convert_75540" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
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-			<data element_type="u8" shape="4096, 1" offset="3556853880" size="4096" />
+		<layer id="5106" name="self.model.layers.26.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="2970221056" size="65536" />
 			<output>
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+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
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 				</port>
 			</output>
 		</layer>
-		<layer id="5843" name="Convert_168594" type="Convert" version="opset1">
+		<layer id="5107" name="Convert_75542" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
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 			</output>
 		</layer>
-		<layer id="5844" name="self.model.layers.26.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="5108" name="self.model.layers.26.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
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-			<data element_type="f16" shape="4096, 1" offset="3556857976" size="8192" />
+		<layer id="5109" name="self.model.layers.26.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="2970286592" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
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 			</output>
 		</layer>
-		<layer id="5846" name="self.model.layers.26.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="5110" name="self.model.layers.26.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5111" name="Constant_75547" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="218617904" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5112" name="Reshape_75548" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
@@ -88235,7 +79412,7 @@
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 			</output>
 		</layer>
-		<layer id="5847" name="self.model.layers.26.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -88250,7 +79427,7 @@
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 			</output>
 		</layer>
-		<layer id="5848" name="__module.model.layers.26.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="5114" name="__module.model.layers.26.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -88264,14 +79441,14 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="5849" name="Constant_130355" type="Const" version="opset1">
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 			<data element_type="i64" shape="4" offset="218617920" size="32" />
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 				<port id="0" precision="I64">
@@ -88279,7 +79456,7 @@
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 		</layer>
-		<layer id="5850" name="__module.model.layers.26.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="5116" name="__module.model.layers.26.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -88292,7 +79469,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3602">
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -88300,7 +79477,7 @@
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 		</layer>
-		<layer id="5851" name="__module.model.layers.26.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
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 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -88308,7 +79485,7 @@
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 		</layer>
-		<layer id="5852" name="__module.model.layers.26.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="5118" name="__module.model.layers.26.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -88321,7 +79498,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3603">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -88329,7 +79506,7 @@
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 			</output>
 		</layer>
-		<layer id="5853" name="__module.model.layers.26.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="5119" name="__module.model.layers.26.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -88354,31 +79531,15 @@
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-		<layer id="5854" name="Constant_111637" type="Const" version="opset1">
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-		<layer id="5856" name="Constant_111634" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="5120" name="Constant_21558" type="Const" version="opset1">
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 				<port id="0" precision="I64">
 					<dim>1</dim>
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-		<layer id="5857" name="ShapeOf_129827" type="ShapeOf" version="opset3">
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 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -88394,21 +79555,21 @@
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-			<data element_type="i64" shape="1" offset="218618284" size="8" />
+		<layer id="5122" name="Constant_39910" type="Const" version="opset1">
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 				<port id="0" precision="I64">
 					<dim>1</dim>
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 		</layer>
-		<layer id="5859" name="Constant_129829" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64" />
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 		</layer>
-		<layer id="5860" name="Gather_129830" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -88425,7 +79586,7 @@
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 			</output>
 		</layer>
-		<layer id="5861" name="ShapeOf_129831" type="ShapeOf" version="opset3">
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 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -88441,21 +79602,21 @@
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-		<layer id="5862" name="Constant_129832" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618284" size="8" />
+		<layer id="5126" name="Constant_39914" type="Const" version="opset1">
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 				<port id="0" precision="I64">
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="5863" name="Constant_129833" type="Const" version="opset1">
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 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="5864" name="Gather_129834" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -88472,7 +79633,7 @@
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 			</output>
 		</layer>
-		<layer id="5865" name="Add_129835" type="Add" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I64">
@@ -88483,50 +79644,20 @@
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 			</input>
 			<output>
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+				<port id="2" precision="I64" names="3642">
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-		<layer id="5866" name="Constant_111633" type="Const" version="opset1">
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+		<layer id="5130" name="Constant_21561" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5131" name="__module.model.layers.26.self_attn/aten::slice/Slice_7" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
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@@ -88535,17 +79666,20 @@
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@@ -88553,7 +79687,7 @@
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+		<layer id="5132" name="__module.model.layers.26.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
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@@ -88582,7 +79716,7 @@
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 					<dim>32</dim>
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@@ -88590,7 +79724,7 @@
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-		<layer id="5871" name="__module.model.layers.26.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="5133" name="__module.model.layers.26.self_attn/aten::transpose/Constant_3" type="Const" version="opset1">
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@@ -88598,7 +79732,7 @@
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 		</layer>
-		<layer id="5872" name="__module.model.layers.26.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="5134" name="__module.model.layers.26.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -88611,7 +79745,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -88619,7 +79753,7 @@
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 		</layer>
-		<layer id="5873" name="__module.model.layers.26.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+		<layer id="5135" name="__module.model.layers.26.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -88634,21 +79768,21 @@
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-		<layer id="5874" name="Constant_102886" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="244124208" size="16" />
+		<layer id="5136" name="Constant_34073" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="236050896" size="16" />
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 				<port id="0" precision="I64">
 					<dim>2</dim>
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 		</layer>
-		<layer id="5875" name="Constant_102887" type="Const" version="opset1">
+		<layer id="5137" name="Constant_34074" type="Const" version="opset1">
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 			<output>
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 		</layer>
-		<layer id="5876" name="Gather_102888" type="Gather" version="opset8">
+		<layer id="5138" name="Gather_34075" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -88665,7 +79799,15 @@
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 		</layer>
-		<layer id="5877" name="__module.model.layers.26.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+		<layer id="5139" name="Constant_21635" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="209901604" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
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+		</layer>
+		<layer id="5140" name="__module.model.layers.26.self_attn/prim::ListConstruct_3" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -88676,12 +79818,12 @@
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 			</input>
 			<output>
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+				<port id="2" precision="I64">
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 		</layer>
-		<layer id="5878" name="__module.model.layers.26.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+		<layer id="5141" name="__module.model.layers.26.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -88695,15 +79837,15 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3651">
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 					<dim>-1</dim>
 					<dim>-1</dim>
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 		</layer>
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-			<data element_type="u4" shape="4096, 32, 128" offset="3556866168" size="8388608" />
+		<layer id="5142" name="self.model.layers.26.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="2970548736" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -88712,7 +79854,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5880" name="Convert_168612" type="Convert" version="opset1">
+		<layer id="5143" name="Convert_75562" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -88729,8 +79871,8 @@
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="4096, 32, 1" offset="3565254776" size="65536" />
+		<layer id="5144" name="self.model.layers.26.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="2978937344" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -88739,7 +79881,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5882" name="Convert_168614" type="Convert" version="opset1">
+		<layer id="5145" name="Convert_75564" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -88756,7 +79898,7 @@
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 			</output>
 		</layer>
-		<layer id="5883" name="self.model.layers.26.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="5146" name="self.model.layers.26.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -88778,8 +79920,8 @@
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 			</output>
 		</layer>
-		<layer id="5884" name="self.model.layers.26.self_attn.o_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="3565320312" size="262144" />
+		<layer id="5147" name="self.model.layers.26.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="2979002880" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -88788,7 +79930,7 @@
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 			</output>
 		</layer>
-		<layer id="5885" name="self.model.layers.26.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="5148" name="self.model.layers.26.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -88810,7 +79952,7 @@
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 			</output>
 		</layer>
-		<layer id="5886" name="Constant_168619" type="Const" version="opset1">
+		<layer id="5149" name="Constant_75569" type="Const" version="opset1">
 			<data element_type="i64" shape="2" offset="218617904" size="16" />
 			<output>
 				<port id="0" precision="I64">
@@ -88818,7 +79960,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5887" name="Reshape_168620" type="Reshape" version="opset1">
+		<layer id="5150" name="Reshape_75570" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -88837,7 +79979,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5888" name="self.model.layers.26.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5151" name="self.model.layers.26.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -88852,13 +79994,13 @@
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 			</output>
 		</layer>
-		<layer id="5889" name="__module.model.layers.26.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="5152" name="__module.model.layers.26.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
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 				<port id="1" precision="FP32">
 					<dim>4096</dim>
@@ -88866,14 +80008,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4312,4314,hidden_states.689">
+				<port id="2" precision="FP32" names="3653,3655,hidden_states.689">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
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 			<input>
 				<port id="0" precision="FP32">
@@ -88888,15 +80030,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4317,4319,4330,hidden_states.691,hidden_states.693">
+				<port id="2" precision="FP32" names="3658,3660,3671,hidden_states.691,hidden_states.693">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
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-			<data element_type="f32" shape="1, 1, 4096" offset="3565582456" size="16384" />
+		<layer id="5154" name="Constant_37143" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -88905,7 +80047,7 @@
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 			</output>
 		</layer>
-		<layer id="5892" name="Constant_123236" type="Const" version="opset1">
+		<layer id="5155" name="Constant_37142" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="209901596" size="4" />
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 				<port id="0" precision="FP32">
@@ -88915,7 +80057,7 @@
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 			</output>
 		</layer>
-		<layer id="5893" name="Constant_123234" type="Const" version="opset1">
+		<layer id="5156" name="Constant_37140" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="209901600" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -88925,7 +80067,7 @@
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 		</layer>
-		<layer id="5894" name="__module.model.layers.26.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="5157" name="__module.model.layers.26.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -88940,22 +80082,22 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4320">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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-		<layer id="5895" name="Constant_13616" type="Const" version="opset1">
+		<layer id="5158" name="Constant_21662" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="209901604" size="8" />
 			<output>
-				<port id="0" precision="I64" names="4321">
+				<port id="0" precision="I64" names="3662">
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-		<layer id="5896" name="__module.model.layers.26.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="5159" name="__module.model.layers.26.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -88968,14 +80110,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3663,variance.107">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="5897" name="Constant_123235" type="Const" version="opset1">
+		<layer id="5160" name="Constant_37141" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="209901612" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -88985,7 +80127,7 @@
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 		</layer>
-		<layer id="5898" name="__module.model.layers.26.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="5161" name="__module.model.layers.26.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -89000,14 +80142,14 @@
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 			<output>
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 					<dim>-1</dim>
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-		<layer id="5899" name="__module.model.layers.26.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="5162" name="__module.model.layers.26.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -89023,7 +80165,7 @@
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-		<layer id="5900" name="__module.model.layers.26.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
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@@ -89038,14 +80180,14 @@
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 			<output>
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 					<dim>-1</dim>
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+		<layer id="5164" name="__module.model.layers.26.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -89060,14 +80202,14 @@
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+				<port id="2" precision="FP32" names="3666,3667,hidden_states.695,hidden_states.697">
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 					<dim>-1</dim>
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 			<data auto_broadcast="numpy" />
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@@ -89082,15 +80224,15 @@
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 					<dim>4096</dim>
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+		<layer id="5166" name="self.model.layers.26.mlp.gate_proj.weight" type="Const" version="opset1">
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@@ -89099,7 +80241,7 @@
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 		</layer>
-		<layer id="5904" name="Convert_167248" type="Convert" version="opset1">
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 			<input>
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@@ -89116,8 +80258,8 @@
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-			<data element_type="u4" shape="11008, 32, 1" offset="3588143224" size="176128" />
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+			<data element_type="u4" shape="11008, 32, 1" offset="3001825792" size="176128" />
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@@ -89126,7 +80268,7 @@
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 		</layer>
-		<layer id="5906" name="Convert_167250" type="Convert" version="opset1">
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 			<data destination_type="f16" />
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@@ -89143,7 +80285,7 @@
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@@ -89165,8 +80307,8 @@
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-			<data element_type="f16" shape="11008, 32, 1" offset="3588319352" size="704512" />
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@@ -89175,7 +80317,7 @@
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@@ -89197,15 +80339,15 @@
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-			<data element_type="i64" shape="2" offset="276281944" size="16" />
+		<layer id="5173" name="Constant_74205" type="Const" version="opset1">
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-		<layer id="5911" name="Reshape_167256" type="Reshape" version="opset1">
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 			<input>
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@@ -89224,7 +80366,7 @@
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-		<layer id="5912" name="self.model.layers.26.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5175" name="self.model.layers.26.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
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@@ -89239,7 +80381,7 @@
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 		</layer>
-		<layer id="5913" name="__module.model.layers.26.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="5176" name="__module.model.layers.26.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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@@ -89253,14 +80395,14 @@
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 			<output>
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 			<input>
 				<port id="0" precision="FP32">
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@@ -89269,101 +80411,141 @@
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 			<output>
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 					<dim>11008</dim>
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-			<data element_type="u8" shape="11008, 4096" offset="3589023864" size="45088768" />
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 			</output>
 		</layer>
-		<layer id="5916" name="Convert_167238" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
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 			<output>
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 					<dim>11008</dim>
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-			<data element_type="u8" shape="11008, 1" offset="3634112632" size="11008" />
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 			<output>
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-		<layer id="5918" name="Convert_167241" type="Convert" version="opset1">
+		<layer id="5181" name="Convert_74189" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>11008</dim>
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 		</layer>
-		<layer id="5919" name="self.model.layers.26.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
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 				<port id="1" precision="FP16">
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 			<output>
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 					<dim>11008</dim>
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 			</output>
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-			<data element_type="f16" shape="11008, 1" offset="3634123640" size="22016" />
+		<layer id="5183" name="self.model.layers.26.mlp.up_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>11008</dim>
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 		</layer>
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+		<layer id="5184" name="self.model.layers.26.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>11008</dim>
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+					<dim>128</dim>
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 				<port id="1" precision="FP16">
 					<dim>11008</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>11008</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5185" name="Constant_74194" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="268208608" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5186" name="Reshape_74195" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>11008</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I64">
+					<dim>2</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>11008</dim>
@@ -89371,7 +80553,7 @@
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 		</layer>
-		<layer id="5922" name="self.model.layers.26.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5187" name="self.model.layers.26.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -89386,7 +80568,7 @@
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 		</layer>
-		<layer id="5923" name="__module.model.layers.26.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="5188" name="__module.model.layers.26.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -89400,14 +80582,14 @@
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 			<output>
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 					<dim>11008</dim>
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-		<layer id="5924" name="__module.model.layers.26.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="5189" name="__module.model.layers.26.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -89422,15 +80604,15 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>11008</dim>
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-			<data element_type="u4" shape="4096, 86, 128" offset="3634145656" size="22544384" />
+		<layer id="5190" name="self.model.layers.26.mlp.down_proj.weight" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U4">
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@@ -89439,7 +80621,7 @@
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 			</output>
 		</layer>
-		<layer id="5926" name="Convert_167259" type="Convert" version="opset1">
+		<layer id="5191" name="Convert_74209" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -89456,8 +80638,8 @@
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-			<data element_type="u4" shape="4096, 86, 1" offset="3656690040" size="176128" />
+		<layer id="5192" name="self.model.layers.26.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 86, 1" offset="3048675840" size="176128" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -89466,7 +80648,7 @@
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 			</output>
 		</layer>
-		<layer id="5928" name="Convert_167261" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -89483,7 +80665,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -89505,8 +80687,8 @@
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-			<data element_type="f16" shape="4096, 86, 1" offset="3656866168" size="704512" />
+		<layer id="5195" name="self.model.layers.26.mlp.down_proj.weight/scale" type="Const" version="opset1">
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 				<port id="0" precision="FP16">
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@@ -89515,7 +80697,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -89537,15 +80719,15 @@
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-		<layer id="5932" name="Constant_167266" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="344828776" size="16" />
+		<layer id="5197" name="Constant_74216" type="Const" version="opset1">
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-		<layer id="5933" name="Reshape_167267" type="Reshape" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
@@ -89564,7 +80746,7 @@
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-		<layer id="5934" name="self.model.layers.26.mlp.down_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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 			<input>
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@@ -89579,7 +80761,7 @@
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 			<data transpose_a="false" transpose_b="true" />
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@@ -89593,14 +80775,14 @@
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 			<output>
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@@ -89615,15 +80797,15 @@
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@@ -89632,7 +80814,7 @@
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-			<data element_type="i64" shape="1" offset="218618224" size="8" />
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-			<data element_type="i32" shape="1" offset="0" size="4" />
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
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 				<port id="0" precision="FP32">
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@@ -90351,17 +81285,20 @@
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@@ -90369,8 +81306,8 @@
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+		<layer id="5234" name="Constant_37148" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -90380,7 +81317,7 @@
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 			</output>
 		</layer>
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+		<layer id="5235" name="__module.model.layers.27.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -90397,7 +81334,7 @@
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 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -90405,24 +81342,31 @@
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 		</layer>
-		<layer id="5989" name="Constant_111699" type="Const" version="opset1">
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+		<layer id="5236" name="Constant_22024" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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 		</layer>
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-			<data element_type="i64" shape="4" offset="218618324" size="32" />
+		<layer id="5237" name="Constant_22068" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5238" name="Constant_22070" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
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+			</output>
+		</layer>
+		<layer id="5239" name="__module.model.layers.27.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -90431,17 +81375,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 				</port>
 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -90449,7 +81396,7 @@
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 			</output>
 		</layer>
-		<layer id="5992" name="__module.model.layers.27.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="5240" name="__module.model.layers.27.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -90466,7 +81413,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -90474,41 +81421,7 @@
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 			</output>
 		</layer>
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-				<port id="0" precision="FP32">
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-				<port id="0" precision="FP32">
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-		<layer id="5995" name="__module.model.layers.27.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="5241" name="__module.model.layers.27.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -90525,7 +81438,7 @@
 				</port>
 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3742">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -90533,7 +81446,7 @@
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 			</output>
 		</layer>
-		<layer id="5996" name="__module.model.layers.27.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="5242" name="__module.model.layers.27.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -90550,7 +81463,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4428">
+				<port id="2" precision="FP32" names="3743">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -90558,13 +81471,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5997" name="Constant_161121" type="Const" version="opset1">
+		<layer id="5243" name="Constant_52906" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="5998" name="Constant_161114" type="Const" version="opset1">
+		<layer id="5244" name="Constant_52899" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -90572,7 +81485,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5999" name="Constant_161116" type="Const" version="opset1">
+		<layer id="5245" name="Constant_52901" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -90580,7 +81493,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6000" name="Constant_161118" type="Const" version="opset1">
+		<layer id="5246" name="Constant_52903" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -90588,7 +81501,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6001" name="Concat_161119" type="Concat" version="opset1">
+		<layer id="5247" name="Concat_52904" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -90610,7 +81523,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6002" name="Broadcast_161122" type="Broadcast" version="opset3">
+		<layer id="5248" name="Broadcast_52907" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -90627,7 +81540,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6003" name="ReadValue_155410" type="ReadValue" version="opset6">
+		<layer id="5249" name="ReadValue_49914" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.27.keypresent.27.key" variable_type="f32" variable_shape="?,32,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -90646,13 +81559,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6004" name="Constant_150367" type="Const" version="opset1">
+		<layer id="5250" name="Constant_47535" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="6005" name="Gather_150368" type="Gather" version="opset8">
+		<layer id="5251" name="Gather_47536" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -90675,8 +81588,8 @@
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 			</output>
 		</layer>
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+		<layer id="5252" name="self.model.layers.27.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="3058289152" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -90685,7 +81598,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6007" name="Convert_168623" type="Convert" version="opset1">
+		<layer id="5253" name="Convert_75573" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -90702,8 +81615,8 @@
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="4096, 32, 1" offset="3674691960" size="65536" />
+		<layer id="5254" name="self.model.layers.27.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="3066677760" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -90712,7 +81625,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6009" name="Convert_168625" type="Convert" version="opset1">
+		<layer id="5255" name="Convert_75575" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -90729,7 +81642,7 @@
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 			</output>
 		</layer>
-		<layer id="6010" name="self.model.layers.27.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -90751,8 +81664,8 @@
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 			</output>
 		</layer>
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-			<data element_type="f16" shape="4096, 32, 1" offset="3674757496" size="262144" />
+		<layer id="5257" name="self.model.layers.27.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="3066743296" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -90761,7 +81674,7 @@
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 			</output>
 		</layer>
-		<layer id="6012" name="self.model.layers.27.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="5258" name="self.model.layers.27.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -90783,7 +81696,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6013" name="Constant_168630" type="Const" version="opset1">
+		<layer id="5259" name="Constant_75580" type="Const" version="opset1">
 			<data element_type="i64" shape="2" offset="218617904" size="16" />
 			<output>
 				<port id="0" precision="I64">
@@ -90791,7 +81704,7 @@
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 			</output>
 		</layer>
-		<layer id="6014" name="Reshape_168631" type="Reshape" version="opset1">
+		<layer id="5260" name="Reshape_75581" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -90810,7 +81723,7 @@
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 			</output>
 		</layer>
-		<layer id="6015" name="self.model.layers.27.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5261" name="self.model.layers.27.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -90825,7 +81738,7 @@
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 			</output>
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@@ -90839,14 +81752,14 @@
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@@ -90854,7 +81767,7 @@
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 		</layer>
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+		<layer id="5264" name="__module.model.layers.27.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
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@@ -90867,7 +81780,7 @@
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@@ -90875,7 +81788,7 @@
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@@ -90883,7 +81796,7 @@
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 		</layer>
-		<layer id="6020" name="__module.model.layers.27.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
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@@ -90896,7 +81809,7 @@
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -90904,7 +81817,7 @@
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 		</layer>
-		<layer id="6021" name="__module.model.layers.27.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="5267" name="__module.model.layers.27.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -90921,7 +81834,7 @@
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 			<output>
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 					<dim>32</dim>
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@@ -90929,76 +81842,23 @@
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-		<layer id="6023" name="Constant_111746" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="5268" name="Constant_22270" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
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 				<port id="0" precision="I64">
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-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="5269" name="Constant_22272" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618252" size="8" />
 			<output>
-				<port id="0" precision="I32" />
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-			<data batch_dims="0" />
-			<input>
 				<port id="0" precision="I64">
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-		</layer>
-		<layer id="6029" name="Constant_127818" type="Const" version="opset1">
+		<layer id="5270" name="Constant_22274" type="Const" version="opset1">
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@@ -91006,67 +81866,7 @@
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 			</output>
 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5271" name="__module.model.layers.27.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -91075,17 +81875,20 @@
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 				<port id="1" precision="I64">
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+					<dim>1</dim>
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 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -91093,8 +81896,8 @@
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 		</layer>
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-			<data element_type="f32" shape="1, 1, 1, 1" offset="218618356" size="4" />
+		<layer id="5272" name="Constant_37149" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -91104,7 +81907,7 @@
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 			</output>
 		</layer>
-		<layer id="6037" name="__module.model.layers.27.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="5273" name="__module.model.layers.27.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -91121,7 +81924,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -91129,24 +81932,31 @@
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+		<layer id="5274" name="Constant_22167" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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 		</layer>
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-			<data element_type="i64" shape="4" offset="218618324" size="32" />
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 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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+		</layer>
+		<layer id="5276" name="Constant_22213" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
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+				<port id="0" precision="I64">
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5277" name="__module.model.layers.27.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -91155,17 +81965,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
+					<dim>1</dim>
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 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="3749">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -91173,7 +81986,7 @@
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 			</output>
 		</layer>
-		<layer id="6041" name="__module.model.layers.27.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
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 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -91190,7 +82003,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3757">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -91198,7 +82011,7 @@
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 			</output>
 		</layer>
-		<layer id="6042" name="__module.model.layers.27.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="5279" name="__module.model.layers.27.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -91215,7 +82028,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4443">
+				<port id="2" precision="FP32" names="3758">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -91223,7 +82036,7 @@
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 			</output>
 		</layer>
-		<layer id="6043" name="__module.model.layers.27.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="5280" name="__module.model.layers.27.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -91240,7 +82053,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4444">
+				<port id="2" precision="FP32" names="3759">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -91248,7 +82061,7 @@
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 			</output>
 		</layer>
-		<layer id="6044" name="__module.model.layers.27.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="5281" name="__module.model.layers.27.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -91273,13 +82086,13 @@
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 			</output>
 		</layer>
-		<layer id="6045" name="Constant_161134" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="6046" name="Constant_161127" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -91287,7 +82100,7 @@
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 			</output>
 		</layer>
-		<layer id="6047" name="Constant_161129" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -91295,7 +82108,7 @@
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 			</output>
 		</layer>
-		<layer id="6048" name="Constant_161131" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -91303,7 +82116,7 @@
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 			</output>
 		</layer>
-		<layer id="6049" name="Concat_161132" type="Concat" version="opset1">
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 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -91325,7 +82138,7 @@
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 			</output>
 		</layer>
-		<layer id="6050" name="Broadcast_161135" type="Broadcast" version="opset3">
+		<layer id="5287" name="Broadcast_52919" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -91342,7 +82155,7 @@
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 			</output>
 		</layer>
-		<layer id="6051" name="ReadValue_155412" type="ReadValue" version="opset6">
+		<layer id="5288" name="ReadValue_49916" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.27.valuepresent.27.value" variable_type="f32" variable_shape="?,32,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -91361,13 +82174,13 @@
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 			</output>
 		</layer>
-		<layer id="6052" name="Constant_150370" type="Const" version="opset1">
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 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
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 		</layer>
-		<layer id="6053" name="Gather_150371" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -91390,94 +82203,134 @@
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 			</output>
 		</layer>
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+		<layer id="5291" name="self.model.layers.27.self_attn.v_proj.weight" type="Const" version="opset1">
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 		</layer>
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 			<input>
-				<port id="0" precision="U8">
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 		</layer>
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-			<data element_type="u8" shape="4096, 1" offset="3691796856" size="4096" />
+		<layer id="5293" name="self.model.layers.27.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="3075394048" size="65536" />
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+					<dim>32</dim>
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 		</layer>
-		<layer id="6057" name="Convert_168638" type="Convert" version="opset1">
+		<layer id="5294" name="Convert_75586" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
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 		</layer>
-		<layer id="6058" name="self.model.layers.27.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="5295" name="self.model.layers.27.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 		</layer>
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-			<data element_type="f16" shape="4096, 1" offset="3691800952" size="8192" />
+		<layer id="5296" name="self.model.layers.27.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="3075459584" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="6060" name="self.model.layers.27.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="5297" name="self.model.layers.27.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5298" name="Constant_75591" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="218617904" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5299" name="Reshape_75592" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
@@ -91485,7 +82338,7 @@
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 			</output>
 		</layer>
-		<layer id="6061" name="self.model.layers.27.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5300" name="self.model.layers.27.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -91500,7 +82353,7 @@
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 			</output>
 		</layer>
-		<layer id="6062" name="__module.model.layers.27.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="5301" name="__module.model.layers.27.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
@@ -91514,14 +82367,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3716,value_states.55">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6063" name="Constant_130358" type="Const" version="opset1">
+		<layer id="5302" name="Constant_40430" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="218617920" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -91529,7 +82382,7 @@
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 			</output>
 		</layer>
-		<layer id="6064" name="__module.model.layers.27.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="5303" name="__module.model.layers.27.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -91542,7 +82395,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4384">
+				<port id="2" precision="FP32" names="3724">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -91550,7 +82403,7 @@
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 			</output>
 		</layer>
-		<layer id="6065" name="__module.model.layers.27.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="5304" name="__module.model.layers.27.self_attn/aten::transpose/Constant_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -91558,7 +82411,7 @@
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 			</output>
 		</layer>
-		<layer id="6066" name="__module.model.layers.27.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="5305" name="__module.model.layers.27.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -91571,7 +82424,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4385">
+				<port id="2" precision="FP32" names="3725">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -91579,7 +82432,7 @@
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 			</output>
 		</layer>
-		<layer id="6067" name="__module.model.layers.27.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="5306" name="__module.model.layers.27.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -91604,31 +82457,62 @@
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 			</output>
 		</layer>
-		<layer id="6068" name="Constant_111849" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="5307" name="Constant_22338" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5308" name="ShapeOf_39982" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6069" name="Constant_111850" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="5309" name="Constant_39983" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="236050872" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
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 				</port>
 			</output>
 		</layer>
-		<layer id="6070" name="Constant_111846" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="5310" name="Constant_39984" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="5311" name="Gather_39985" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
 				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="2" precision="I64" />
+			</input>
+			<output>
+				<port id="3" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6071" name="ShapeOf_129902" type="ShapeOf" version="opset3">
+		<layer id="5312" name="ShapeOf_39986" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -91644,21 +82528,21 @@
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 			</output>
 		</layer>
-		<layer id="6072" name="Constant_129903" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618284" size="8" />
+		<layer id="5313" name="Constant_39987" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="236050872" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6073" name="Constant_129904" type="Const" version="opset1">
+		<layer id="5314" name="Constant_39988" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="6074" name="Gather_129905" type="Gather" version="opset8">
+		<layer id="5315" name="Gather_39989" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -91675,54 +82559,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6075" name="ShapeOf_129906" type="ShapeOf" version="opset3">
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-		<layer id="6076" name="Constant_129907" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618284" size="8" />
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-		<layer id="6077" name="Constant_129908" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64" />
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-		<layer id="6078" name="Gather_129909" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64" />
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-			<output>
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-				</port>
-			</output>
-		</layer>
-		<layer id="6079" name="Add_129910" type="Add" version="opset1">
+		<layer id="5316" name="Add_39990" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I64">
@@ -91733,50 +82570,20 @@
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 			</input>
 			<output>
-				<port id="2" precision="I64" names="4449">
+				<port id="2" precision="I64" names="3764">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6080" name="Constant_111845" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="5317" name="Constant_22341" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
-				<port id="0" precision="I32">
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-		<layer id="6081" name="ScatterUpdate_111851" type="ScatterUpdate" version="opset3">
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 				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="3" precision="I32">
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-			<output>
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-		<layer id="6082" name="Constant_111854" type="Const" version="opset1">
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-				<port id="0" precision="I64">
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5318" name="__module.model.layers.27.self_attn/aten::slice/Slice_7" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -91785,17 +82592,20 @@
 					<dim>-1</dim>
 				</port>
 				<port id="1" precision="I64">
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 				</port>
 				<port id="2" precision="I64">
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 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
@@ -91803,7 +82613,7 @@
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 			</output>
 		</layer>
-		<layer id="6084" name="__module.model.layers.27.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="5319" name="__module.model.layers.27.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -91832,7 +82642,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -91840,7 +82650,7 @@
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 			</output>
 		</layer>
-		<layer id="6085" name="__module.model.layers.27.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="5320" name="__module.model.layers.27.self_attn/aten::transpose/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
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 				<port id="0" precision="I32">
@@ -91848,7 +82658,7 @@
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 			</output>
 		</layer>
-		<layer id="6086" name="__module.model.layers.27.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="5321" name="__module.model.layers.27.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -91861,7 +82671,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -91869,7 +82679,7 @@
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 			</output>
 		</layer>
-		<layer id="6087" name="__module.model.layers.27.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+		<layer id="5322" name="__module.model.layers.27.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
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@@ -91915,7 +82725,15 @@
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@@ -91962,7 +82780,7 @@
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@@ -91979,8 +82797,8 @@
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-			<data element_type="u4" shape="4096, 32, 1" offset="3700197752" size="65536" />
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@@ -91989,7 +82807,7 @@
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@@ -92006,7 +82824,7 @@
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@@ -92028,8 +82846,8 @@
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@@ -92038,7 +82856,7 @@
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@@ -92060,7 +82878,7 @@
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@@ -92068,7 +82886,7 @@
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@@ -92087,7 +82905,7 @@
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@@ -92102,13 +82920,13 @@
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@@ -92138,15 +82956,15 @@
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@@ -92155,7 +82973,7 @@
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@@ -92165,7 +82983,7 @@
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-		<layer id="6107" name="Constant_123244" type="Const" version="opset1">
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@@ -92175,7 +82993,7 @@
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 			<input>
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@@ -92190,22 +83008,22 @@
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 			<input>
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@@ -92218,14 +83036,14 @@
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-		<layer id="6111" name="Constant_123245" type="Const" version="opset1">
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@@ -92235,7 +83053,7 @@
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@@ -92250,14 +83068,14 @@
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@@ -92273,7 +83091,7 @@
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@@ -92288,14 +83106,14 @@
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 			<data auto_broadcast="numpy" />
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@@ -92310,14 +83128,14 @@
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 			<data auto_broadcast="numpy" />
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@@ -92332,15 +83150,15 @@
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@@ -92349,7 +83167,7 @@
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@@ -92366,8 +83184,8 @@
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@@ -92376,7 +83194,7 @@
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@@ -92393,7 +83211,7 @@
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@@ -92447,15 +83265,15 @@
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@@ -92474,7 +83292,7 @@
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@@ -92729,7 +83547,7 @@
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@@ -92746,8 +83564,8 @@
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@@ -92773,7 +83591,7 @@
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@@ -92854,7 +83672,7 @@
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@@ -92869,7 +83687,7 @@
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-			<data element_type="u4" shape="4096, 32, 128" offset="3770833272" size="8388608" />
+		<layer id="5401" name="self.model.layers.28.self_attn.q_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="3154745856" size="8388608" />
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 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -93116,7 +83934,7 @@
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 			</output>
 		</layer>
-		<layer id="6166" name="Convert_168689" type="Convert" version="opset1">
+		<layer id="5402" name="Convert_75639" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -93133,8 +83951,8 @@
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 			</output>
 		</layer>
-		<layer id="6167" name="self.model.layers.28.self_attn.q_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 1" offset="3779221880" size="65536" />
+		<layer id="5403" name="self.model.layers.28.self_attn.q_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="3163134464" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -93143,7 +83961,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6168" name="Convert_168691" type="Convert" version="opset1">
+		<layer id="5404" name="Convert_75641" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -93160,7 +83978,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6169" name="self.model.layers.28.self_attn.q_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="5405" name="self.model.layers.28.self_attn.q_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -93182,8 +84000,8 @@
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 			</output>
 		</layer>
-		<layer id="6170" name="self.model.layers.28.self_attn.q_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="3779287416" size="262144" />
+		<layer id="5406" name="self.model.layers.28.self_attn.q_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="3163200000" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -93192,7 +84010,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6171" name="self.model.layers.28.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="5407" name="self.model.layers.28.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -93214,7 +84032,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6172" name="Constant_168696" type="Const" version="opset1">
+		<layer id="5408" name="Constant_75646" type="Const" version="opset1">
 			<data element_type="i64" shape="2" offset="218617904" size="16" />
 			<output>
 				<port id="0" precision="I64">
@@ -93222,7 +84040,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6173" name="Reshape_168697" type="Reshape" version="opset1">
+		<layer id="5409" name="Reshape_75647" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -93241,7 +84059,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6174" name="self.model.layers.28.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5410" name="self.model.layers.28.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -93256,7 +84074,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6175" name="__module.model.layers.28.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="5411" name="__module.model.layers.28.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -93270,14 +84088,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3834,query_states.57">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6176" name="Constant_130359" type="Const" version="opset1">
+		<layer id="5412" name="Constant_40431" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="218617920" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -93285,7 +84103,7 @@
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 			</output>
 		</layer>
-		<layer id="6177" name="__module.model.layers.28.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
+		<layer id="5413" name="__module.model.layers.28.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -93298,7 +84116,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3840">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -93306,7 +84124,7 @@
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 			</output>
 		</layer>
-		<layer id="6178" name="__module.model.layers.28.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
+		<layer id="5414" name="__module.model.layers.28.self_attn/aten::transpose/Constant" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -93314,7 +84132,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6179" name="__module.model.layers.28.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
+		<layer id="5415" name="__module.model.layers.28.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -93327,7 +84145,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3841,q.57">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -93335,142 +84153,7 @@
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 			</output>
 		</layer>
-		<layer id="6180" name="__module.model.layers.28.self_attn.rotary_emb/aten::to/Convert" type="Const" version="opset1">
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-					<dim>64</dim>
-					<dim>1</dim>
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-		</layer>
-		<layer id="6181" name="__module.model.layers.28.self_attn.rotary_emb/aten::expand/Broadcast" type="Broadcast" version="opset3">
-			<data mode="bidirectional" />
-			<input>
-				<port id="0" precision="FP32">
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-					<dim>1</dim>
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-		<layer id="6182" name="__module.model.layers.28.self_attn.rotary_emb/aten::matmul/MatMul" type="MatMul" version="opset1">
-			<data transpose_a="false" transpose_b="false" />
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-					<dim>-1</dim>
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-		<layer id="6183" name="__module.model.layers.28.self_attn.rotary_emb/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
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-				<port id="0" precision="I32">
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-		</layer>
-		<layer id="6184" name="__module.model.layers.28.self_attn.rotary_emb/aten::transpose/Transpose" type="Transpose" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
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-					<dim>64</dim>
-					<dim>-1</dim>
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-				<port id="1" precision="I32">
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-					<dim>-1</dim>
-					<dim>64</dim>
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-		<layer id="6185" name="__module.model.layers.28.self_attn.rotary_emb/aten::cat/Concat" type="Concat" version="opset1">
-			<data axis="-1" />
-			<input>
-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
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-				<port id="1" precision="FP32">
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-					<dim>-1</dim>
-					<dim>64</dim>
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-		<layer id="6186" name="__module.model.layers.28.self_attn.rotary_emb/aten::cos/Cos" type="Cos" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
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-		<layer id="6187" name="__module.model.layers.28.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
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-				<port id="0" precision="FP32">
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-		</layer>
-		<layer id="6188" name="__module.model.layers.28.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="5416" name="__module.model.layers.28.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -93487,7 +84170,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4561">
+				<port id="2" precision="FP32" names="3850">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -93495,144 +84178,31 @@
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 			</output>
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-		<layer id="6190" name="Constant_111858" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="5417" name="Constant_22907" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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-			<input>
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-			<output>
-				<port id="0" precision="I32" />
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-			<input>
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-			<output>
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-			<data auto_broadcast="numpy" m_pythondiv="true" />
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-				<port id="1" precision="I64" />
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-		<layer id="6195" name="__module.model.layers.28.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
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-			<output>
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-		<layer id="6196" name="Constant_127820" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618224" size="8" />
+		<layer id="5418" name="Constant_22909" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618252" size="8" />
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 				<port id="0" precision="I64">
 					<dim>1</dim>
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-		<layer id="6198" name="Constant_111857" type="Const" version="opset1">
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+		<layer id="5419" name="Constant_22911" type="Const" version="opset1">
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 			<output>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5420" name="__module.model.layers.28.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -93641,17 +84211,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				<port id="2" precision="I64">
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+					<dim>1</dim>
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			<output>
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+				<port id="5" precision="FP32" names="3860,x2.113">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -93659,8 +84232,8 @@
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+		<layer id="5421" name="Constant_37158" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -93670,7 +84243,7 @@
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 		</layer>
-		<layer id="6204" name="__module.model.layers.28.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="5422" name="__module.model.layers.28.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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 				<port id="0" precision="FP32">
@@ -93687,7 +84260,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3861">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -93695,24 +84268,31 @@
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 		</layer>
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-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="5423" name="Constant_22804" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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 		</layer>
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-			<data element_type="i64" shape="4" offset="218618324" size="32" />
+		<layer id="5424" name="Constant_22848" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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+					<dim>1</dim>
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+		<layer id="5425" name="Constant_22850" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5426" name="__module.model.layers.28.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -93721,17 +84301,20 @@
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 				<port id="1" precision="I64">
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+					<dim>1</dim>
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 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -93739,7 +84322,7 @@
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 			</output>
 		</layer>
-		<layer id="6208" name="__module.model.layers.28.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="5427" name="__module.model.layers.28.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -93756,7 +84339,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3863">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -93764,41 +84347,7 @@
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 			</output>
 		</layer>
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-				<port id="0" precision="FP32">
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-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
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-					<dim>1</dim>
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-					<dim>128</dim>
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-		</layer>
-		<layer id="6211" name="__module.model.layers.28.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="5428" name="__module.model.layers.28.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -93815,7 +84364,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4575">
+				<port id="2" precision="FP32" names="3864">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -93823,7 +84372,7 @@
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 			</output>
 		</layer>
-		<layer id="6212" name="__module.model.layers.28.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="5429" name="__module.model.layers.28.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -93840,7 +84389,7 @@
 				</port>
 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3865">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -93848,13 +84397,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6213" name="Constant_161147" type="Const" version="opset1">
+		<layer id="5430" name="Constant_52930" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="6214" name="Constant_161140" type="Const" version="opset1">
+		<layer id="5431" name="Constant_52923" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -93862,7 +84411,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6215" name="Constant_161142" type="Const" version="opset1">
+		<layer id="5432" name="Constant_52925" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -93870,7 +84419,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6216" name="Constant_161144" type="Const" version="opset1">
+		<layer id="5433" name="Constant_52927" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -93878,7 +84427,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6217" name="Concat_161145" type="Concat" version="opset1">
+		<layer id="5434" name="Concat_52928" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -93900,7 +84449,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6218" name="Broadcast_161148" type="Broadcast" version="opset3">
+		<layer id="5435" name="Broadcast_52931" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -93917,7 +84466,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6219" name="ReadValue_155414" type="ReadValue" version="opset6">
+		<layer id="5436" name="ReadValue_49918" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.28.keypresent.28.key" variable_type="f32" variable_shape="?,32,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -93936,13 +84485,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6220" name="Constant_150373" type="Const" version="opset1">
+		<layer id="5437" name="Constant_47541" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="6221" name="Gather_150374" type="Gather" version="opset8">
+		<layer id="5438" name="Gather_47542" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -93965,8 +84514,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6222" name="self.model.layers.28.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 128" offset="3779549560" size="8388608" />
+		<layer id="5439" name="self.model.layers.28.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="3163462144" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -93975,7 +84524,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6223" name="Convert_168667" type="Convert" version="opset1">
+		<layer id="5440" name="Convert_75617" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -93992,8 +84541,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6224" name="self.model.layers.28.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 1" offset="3787938168" size="65536" />
+		<layer id="5441" name="self.model.layers.28.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="3171850752" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -94002,7 +84551,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6225" name="Convert_168669" type="Convert" version="opset1">
+		<layer id="5442" name="Convert_75619" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -94019,7 +84568,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6226" name="self.model.layers.28.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -94041,8 +84590,8 @@
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 			</output>
 		</layer>
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-			<data element_type="f16" shape="4096, 32, 1" offset="3788003704" size="262144" />
+		<layer id="5444" name="self.model.layers.28.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="3171916288" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -94051,7 +84600,7 @@
 				</port>
 			</output>
 		</layer>
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+		<layer id="5445" name="self.model.layers.28.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -94073,7 +84622,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6229" name="Constant_168674" type="Const" version="opset1">
+		<layer id="5446" name="Constant_75624" type="Const" version="opset1">
 			<data element_type="i64" shape="2" offset="218617904" size="16" />
 			<output>
 				<port id="0" precision="I64">
@@ -94081,7 +84630,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6230" name="Reshape_168675" type="Reshape" version="opset1">
+		<layer id="5447" name="Reshape_75625" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -94100,7 +84649,7 @@
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 			</output>
 		</layer>
-		<layer id="6231" name="self.model.layers.28.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5448" name="self.model.layers.28.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -94115,7 +84664,7 @@
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 			</output>
 		</layer>
-		<layer id="6232" name="__module.model.layers.28.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="5449" name="__module.model.layers.28.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -94129,14 +84678,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3836,key_states.61">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
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 			</output>
 		</layer>
-		<layer id="6233" name="Constant_130360" type="Const" version="opset1">
+		<layer id="5450" name="Constant_40432" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="218617920" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -94144,7 +84693,7 @@
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 			</output>
 		</layer>
-		<layer id="6234" name="__module.model.layers.28.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="5451" name="__module.model.layers.28.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -94157,7 +84706,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3843">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -94165,7 +84714,7 @@
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 			</output>
 		</layer>
-		<layer id="6235" name="__module.model.layers.28.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="5452" name="__module.model.layers.28.self_attn/aten::transpose/Constant_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -94173,7 +84722,7 @@
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 			</output>
 		</layer>
-		<layer id="6236" name="__module.model.layers.28.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="5453" name="__module.model.layers.28.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -94186,7 +84735,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3844,k.57">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -94194,7 +84743,7 @@
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 			</output>
 		</layer>
-		<layer id="6237" name="__module.model.layers.28.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="5454" name="__module.model.layers.28.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -94211,7 +84760,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3866">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -94219,76 +84768,23 @@
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+		<layer id="5455" name="Constant_23050" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
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 				<port id="0" precision="I64">
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-			<data element_type="i32" shape="" offset="0" size="4" />
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-			<data batch_dims="0" />
-			<input>
 				<port id="0" precision="I64">
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 		</layer>
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-				<port id="1" precision="I64" />
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-		</layer>
-		<layer id="6244" name="__module.model.layers.28.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
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-				<port id="0" precision="I64" />
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-			<output>
-				<port id="1" precision="I64" names="4580,4581,4585,4586" />
-			</output>
-		</layer>
-		<layer id="6245" name="Constant_127822" type="Const" version="opset1">
+		<layer id="5457" name="Constant_23054" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
@@ -94296,67 +84792,7 @@
 				</port>
 			</output>
 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5458" name="__module.model.layers.28.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -94365,17 +84801,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				</port>
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
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 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="3876,x2.115">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -94383,8 +84822,8 @@
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 			</output>
 		</layer>
-		<layer id="6252" name="Constant_123253" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="218618356" size="4" />
+		<layer id="5459" name="Constant_37159" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="218618268" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -94394,7 +84833,7 @@
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 			</output>
 		</layer>
-		<layer id="6253" name="__module.model.layers.28.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="5460" name="__module.model.layers.28.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -94411,7 +84850,7 @@
 				</port>
 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3877">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -94419,24 +84858,31 @@
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 			</output>
 		</layer>
-		<layer id="6254" name="Constant_112011" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="5461" name="Constant_22947" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6255" name="Constant_112016" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
+		<layer id="5462" name="Constant_22991" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5463" name="Constant_22993" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6256" name="__module.model.layers.28.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5464" name="__module.model.layers.28.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -94445,17 +84891,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4582">
+				<port id="5" precision="FP32" names="3871">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -94463,7 +84912,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6257" name="__module.model.layers.28.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="5465" name="__module.model.layers.28.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -94480,7 +84929,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4590">
+				<port id="2" precision="FP32" names="3879">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -94488,7 +84937,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6258" name="__module.model.layers.28.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="5466" name="__module.model.layers.28.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -94505,7 +84954,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4591">
+				<port id="2" precision="FP32" names="3880">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -94513,7 +84962,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6259" name="__module.model.layers.28.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="5467" name="__module.model.layers.28.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -94530,7 +84979,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4592">
+				<port id="2" precision="FP32" names="3881">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -94538,7 +84987,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6260" name="__module.model.layers.28.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="5468" name="__module.model.layers.28.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -94563,13 +85012,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6261" name="Constant_161160" type="Const" version="opset1">
+		<layer id="5469" name="Constant_52942" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="6262" name="Constant_161153" type="Const" version="opset1">
+		<layer id="5470" name="Constant_52935" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -94577,7 +85026,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6263" name="Constant_161155" type="Const" version="opset1">
+		<layer id="5471" name="Constant_52937" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -94585,7 +85034,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6264" name="Constant_161157" type="Const" version="opset1">
+		<layer id="5472" name="Constant_52939" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -94593,7 +85042,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6265" name="Concat_161158" type="Concat" version="opset1">
+		<layer id="5473" name="Concat_52940" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -94615,7 +85064,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6266" name="Broadcast_161161" type="Broadcast" version="opset3">
+		<layer id="5474" name="Broadcast_52943" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -94632,7 +85081,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6267" name="ReadValue_155416" type="ReadValue" version="opset6">
+		<layer id="5475" name="ReadValue_49920" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.28.valuepresent.28.value" variable_type="f32" variable_shape="?,32,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -94651,13 +85100,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6268" name="Constant_150376" type="Const" version="opset1">
+		<layer id="5476" name="Constant_47544" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="6269" name="Gather_150377" type="Gather" version="opset8">
+		<layer id="5477" name="Gather_47545" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -94680,94 +85129,134 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6270" name="self.model.layers.28.self_attn.v_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="4096, 4096" offset="3788265848" size="16777216" />
+		<layer id="5478" name="self.model.layers.28.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="3172178432" size="8388608" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6271" name="Convert_168679" type="Convert" version="opset1">
+		<layer id="5479" name="Convert_75628" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6272" name="self.model.layers.28.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="4096, 1" offset="3805043064" size="4096" />
+		<layer id="5480" name="self.model.layers.28.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="3180567040" size="65536" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6273" name="Convert_168682" type="Convert" version="opset1">
+		<layer id="5481" name="Convert_75630" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6274" name="self.model.layers.28.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="5482" name="self.model.layers.28.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="f16" shape="4096, 1" offset="3805047160" size="8192" />
+		<layer id="5483" name="self.model.layers.28.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="3180632576" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6276" name="self.model.layers.28.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="5484" name="self.model.layers.28.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5485" name="Constant_75635" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="218617904" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5486" name="Reshape_75636" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
@@ -94775,7 +85264,7 @@
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 			</output>
 		</layer>
-		<layer id="6277" name="self.model.layers.28.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5487" name="self.model.layers.28.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -94790,7 +85279,7 @@
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 		</layer>
-		<layer id="6278" name="__module.model.layers.28.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="5488" name="__module.model.layers.28.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -94804,14 +85293,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="3838,value_states.57">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 			</output>
 		</layer>
-		<layer id="6279" name="Constant_130361" type="Const" version="opset1">
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@@ -94819,7 +85308,7 @@
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 		</layer>
-		<layer id="6280" name="__module.model.layers.28.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="5490" name="__module.model.layers.28.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -94832,7 +85321,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3846">
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -94840,7 +85329,7 @@
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 		</layer>
-		<layer id="6281" name="__module.model.layers.28.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="5491" name="__module.model.layers.28.self_attn/aten::transpose/Constant_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
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 				<port id="0" precision="I32">
@@ -94848,7 +85337,7 @@
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 			</output>
 		</layer>
-		<layer id="6282" name="__module.model.layers.28.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="5492" name="__module.model.layers.28.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -94861,7 +85350,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3847">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -94869,7 +85358,7 @@
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 			</output>
 		</layer>
-		<layer id="6283" name="__module.model.layers.28.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="5493" name="__module.model.layers.28.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -94894,31 +85383,62 @@
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 			</output>
 		</layer>
-		<layer id="6284" name="Constant_112061" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="5494" name="Constant_23118" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
+					<dim>1</dim>
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+		</layer>
+		<layer id="5495" name="ShapeOf_40055" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
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 		</layer>
-		<layer id="6285" name="Constant_112062" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="5496" name="Constant_40056" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="236050872" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
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 		</layer>
-		<layer id="6286" name="Constant_112058" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="5497" name="Constant_40057" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="5498" name="Gather_40058" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
 				<port id="0" precision="I64">
+					<dim>4</dim>
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+				<port id="1" precision="I64">
+					<dim>1</dim>
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+				<port id="2" precision="I64" />
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+			<output>
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 				</port>
 			</output>
 		</layer>
-		<layer id="6287" name="ShapeOf_129977" type="ShapeOf" version="opset3">
+		<layer id="5499" name="ShapeOf_40059" type="ShapeOf" version="opset3">
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 			<input>
 				<port id="0" precision="FP32">
@@ -94934,21 +85454,21 @@
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 			</output>
 		</layer>
-		<layer id="6288" name="Constant_129978" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618284" size="8" />
+		<layer id="5500" name="Constant_40060" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="236050872" size="8" />
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 				<port id="0" precision="I64">
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="6289" name="Constant_129979" type="Const" version="opset1">
+		<layer id="5501" name="Constant_40061" type="Const" version="opset1">
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 			<output>
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 			</output>
 		</layer>
-		<layer id="6290" name="Gather_129980" type="Gather" version="opset8">
+		<layer id="5502" name="Gather_40062" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -94965,54 +85485,7 @@
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 			</output>
 		</layer>
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-		<layer id="6294" name="Gather_129984" type="Gather" version="opset8">
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-				</port>
-			</output>
-		</layer>
-		<layer id="6295" name="Add_129985" type="Add" version="opset1">
+		<layer id="5503" name="Add_40063" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I64">
@@ -95023,50 +85496,20 @@
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 			</input>
 			<output>
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+				<port id="2" precision="I64" names="3886">
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 				</port>
 			</output>
 		</layer>
-		<layer id="6296" name="Constant_112057" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="5504" name="Constant_23121" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
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 				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-				<port id="3" precision="I32">
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-			<output>
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-		<layer id="6298" name="Constant_112066" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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 			</output>
 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5505" name="__module.model.layers.28.self_attn/aten::slice/Slice_7" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -95075,17 +85518,20 @@
 					<dim>-1</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
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 				</port>
 				<port id="2" precision="I64">
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 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
@@ -95093,7 +85539,7 @@
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 			</output>
 		</layer>
-		<layer id="6300" name="__module.model.layers.28.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="5506" name="__module.model.layers.28.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -95122,7 +85568,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -95130,7 +85576,7 @@
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 			</output>
 		</layer>
-		<layer id="6301" name="__module.model.layers.28.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
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 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -95138,7 +85584,7 @@
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 			</output>
 		</layer>
-		<layer id="6302" name="__module.model.layers.28.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="5508" name="__module.model.layers.28.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -95151,7 +85597,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4603">
+				<port id="2" precision="FP32" names="3892">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -95159,7 +85605,7 @@
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 			</output>
 		</layer>
-		<layer id="6303" name="__module.model.layers.28.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
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 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -95174,21 +85620,21 @@
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 			</output>
 		</layer>
-		<layer id="6304" name="Constant_102906" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="244124208" size="16" />
+		<layer id="5510" name="Constant_34093" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="236050896" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6305" name="Constant_102907" type="Const" version="opset1">
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 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="6306" name="Gather_102908" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -95205,7 +85651,15 @@
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 			</output>
 		</layer>
-		<layer id="6307" name="__module.model.layers.28.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+		<layer id="5513" name="Constant_23195" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="209901604" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5514" name="__module.model.layers.28.self_attn/prim::ListConstruct_3" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -95216,12 +85670,12 @@
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 			</input>
 			<output>
-				<port id="2" precision="I64" names="4605">
+				<port id="2" precision="I64">
 					<dim>3</dim>
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 			</output>
 		</layer>
-		<layer id="6308" name="__module.model.layers.28.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+		<layer id="5515" name="__module.model.layers.28.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -95235,101 +85689,141 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>-1</dim>
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 		</layer>
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-			<data element_type="u8" shape="4096, 4096" offset="3805055352" size="16777216" />
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 			<output>
-				<port id="0" precision="U8">
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+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6310" name="Convert_168701" type="Convert" version="opset1">
+		<layer id="5517" name="Convert_75650" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u8" shape="4096, 1" offset="3821832568" size="4096" />
+		<layer id="5518" name="self.model.layers.28.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="3189283328" size="65536" />
 			<output>
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 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6312" name="Convert_168704" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6313" name="self.model.layers.28.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
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+					<dim>32</dim>
+					<dim>128</dim>
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 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6314" name="self.model.layers.28.self_attn.o_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 1" offset="3821836664" size="8192" />
+		<layer id="5521" name="self.model.layers.28.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="3189348864" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="6315" name="self.model.layers.28.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="5522" name="self.model.layers.28.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5523" name="Constant_75657" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="218617904" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
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+			</output>
+		</layer>
+		<layer id="5524" name="Reshape_75658" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
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+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
@@ -95337,7 +85831,7 @@
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 		</layer>
-		<layer id="6316" name="self.model.layers.28.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5525" name="self.model.layers.28.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -95352,13 +85846,13 @@
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 		</layer>
-		<layer id="6317" name="__module.model.layers.28.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="5526" name="__module.model.layers.28.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
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 				<port id="1" precision="FP32">
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@@ -95366,14 +85860,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4608,4610,hidden_states.741">
+				<port id="2" precision="FP32" names="3897,3899,hidden_states.741">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 			</output>
 		</layer>
-		<layer id="6318" name="__module.model.layers.28/aten::add/Add" type="Add" version="opset1">
+		<layer id="5527" name="__module.model.layers.28/aten::add/Add" type="Add" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
@@ -95388,15 +85882,15 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
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-			<data element_type="f32" shape="1, 1, 4096" offset="3821844856" size="16384" />
+		<layer id="5528" name="Constant_37163" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 4096" offset="3189611008" size="16384" />
 			<output>
 				<port id="0" precision="FP32">
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@@ -95405,7 +85899,7 @@
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 			</output>
 		</layer>
-		<layer id="6320" name="Constant_123256" type="Const" version="opset1">
+		<layer id="5529" name="Constant_37162" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="209901596" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -95415,7 +85909,7 @@
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 		</layer>
-		<layer id="6321" name="Constant_123254" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="209901600" size="4" />
 			<output>
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@@ -95425,7 +85919,7 @@
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 		</layer>
-		<layer id="6322" name="__module.model.layers.28.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="5531" name="__module.model.layers.28.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -95440,22 +85934,22 @@
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 			<output>
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+				<port id="2" precision="FP32" names="3905">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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-		<layer id="6323" name="Constant_14602" type="Const" version="opset1">
+		<layer id="5532" name="Constant_23222" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="209901604" size="8" />
 			<output>
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+				<port id="0" precision="I64" names="3906">
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-		<layer id="6324" name="__module.model.layers.28.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="5533" name="__module.model.layers.28.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -95468,14 +85962,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="3907,variance.115">
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 					<dim>-1</dim>
 					<dim>1</dim>
 				</port>
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 		</layer>
-		<layer id="6325" name="Constant_123255" type="Const" version="opset1">
+		<layer id="5534" name="Constant_37161" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="209901612" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -95485,7 +85979,7 @@
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 			</output>
 		</layer>
-		<layer id="6326" name="__module.model.layers.28.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="5535" name="__module.model.layers.28.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -95500,14 +85994,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3908">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="6327" name="__module.model.layers.28.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="5536" name="__module.model.layers.28.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -95523,7 +86017,7 @@
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 			</output>
 		</layer>
-		<layer id="6328" name="__module.model.layers.28.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="5537" name="__module.model.layers.28.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -95538,14 +86032,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3909">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="6329" name="__module.model.layers.28.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="5538" name="__module.model.layers.28.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -95560,14 +86054,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3910,3911,hidden_states.747,hidden_states.749">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="6330" name="__module.model.layers.28.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="5539" name="__module.model.layers.28.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -95582,15 +86076,15 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="11008, 32, 128" offset="3821861240" size="22544384" />
+		<layer id="5540" name="self.model.layers.28.mlp.gate_proj.weight" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U4">
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@@ -95599,7 +86093,7 @@
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 			</output>
 		</layer>
-		<layer id="6332" name="Convert_167314" type="Convert" version="opset1">
+		<layer id="5541" name="Convert_74264" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -95616,8 +86110,8 @@
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 			</output>
 		</layer>
-		<layer id="6333" name="self.model.layers.28.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="11008, 32, 1" offset="3844405624" size="176128" />
+		<layer id="5542" name="self.model.layers.28.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="11008, 32, 1" offset="3212171776" size="176128" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>11008</dim>
@@ -95626,7 +86120,7 @@
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 			</output>
 		</layer>
-		<layer id="6334" name="Convert_167316" type="Convert" version="opset1">
+		<layer id="5543" name="Convert_74266" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -95643,7 +86137,7 @@
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 		</layer>
-		<layer id="6335" name="self.model.layers.28.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="5544" name="self.model.layers.28.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -95665,8 +86159,8 @@
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-		<layer id="6336" name="self.model.layers.28.mlp.gate_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="11008, 32, 1" offset="3844581752" size="704512" />
+		<layer id="5545" name="self.model.layers.28.mlp.gate_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="11008, 32, 1" offset="3212347904" size="704512" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>11008</dim>
@@ -95675,7 +86169,7 @@
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 		</layer>
-		<layer id="6337" name="self.model.layers.28.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -95697,15 +86191,15 @@
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-		<layer id="6338" name="Constant_167321" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="276281944" size="16" />
+		<layer id="5547" name="Constant_74271" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="268208608" size="16" />
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 				<port id="0" precision="I64">
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-		<layer id="6339" name="Reshape_167322" type="Reshape" version="opset1">
+		<layer id="5548" name="Reshape_74272" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -95724,7 +86218,7 @@
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 			</output>
 		</layer>
-		<layer id="6340" name="self.model.layers.28.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5549" name="self.model.layers.28.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -95739,7 +86233,7 @@
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 			</output>
 		</layer>
-		<layer id="6341" name="__module.model.layers.28.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="5550" name="__module.model.layers.28.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -95753,14 +86247,14 @@
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 			</input>
 			<output>
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 		</layer>
-		<layer id="6342" name="__module.model.layers.28.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
+		<layer id="5551" name="__module.model.layers.28.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -95769,15 +86263,15 @@
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 			<output>
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+				<port id="1" precision="FP32" names="3921">
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 					<dim>-1</dim>
 					<dim>11008</dim>
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 			<output>
 				<port id="0" precision="U4">
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@@ -95786,7 +86280,7 @@
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-		<layer id="6344" name="Convert_167303" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -95803,8 +86297,8 @@
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-			<data element_type="u4" shape="11008, 32, 1" offset="3867830648" size="176128" />
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+			<data element_type="u4" shape="11008, 32, 1" offset="3235596800" size="176128" />
 			<output>
 				<port id="0" precision="U4">
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@@ -95813,7 +86307,7 @@
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 		</layer>
-		<layer id="6346" name="Convert_167305" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -95830,7 +86324,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -95852,8 +86346,8 @@
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@@ -96182,7 +86676,7 @@
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@@ -96290,7 +86784,7 @@
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@@ -96366,7 +86860,7 @@
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@@ -96506,7 +87000,7 @@
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@@ -96520,14 +87014,14 @@
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 			<output>
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 					<dim>-1</dim>
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 		</layer>
-		<layer id="6390" name="Constant_130362" type="Const" version="opset1">
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@@ -96535,7 +87029,7 @@
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 			</output>
 		</layer>
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+		<layer id="5600" name="__module.model.layers.29.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
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@@ -96548,7 +87042,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3962">
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 					<dim>-1</dim>
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@@ -96556,7 +87050,7 @@
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 		</layer>
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@@ -96564,7 +87058,7 @@
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 			</output>
 		</layer>
-		<layer id="6393" name="__module.model.layers.29.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
+		<layer id="5602" name="__module.model.layers.29.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -96577,7 +87071,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3963,q.59">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -96585,142 +87079,7 @@
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 			</output>
 		</layer>
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-				<port id="0" precision="I32">
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-		<layer id="6398" name="__module.model.layers.29.self_attn.rotary_emb/aten::transpose/Transpose" type="Transpose" version="opset1">
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-				<port id="0" precision="FP32">
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-			<input>
-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
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-		<layer id="6400" name="__module.model.layers.29.self_attn.rotary_emb/aten::cos/Cos" type="Cos" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
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-		<layer id="6401" name="__module.model.layers.29.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
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-			</output>
-		</layer>
-		<layer id="6402" name="__module.model.layers.29.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="5603" name="__module.model.layers.29.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -96737,7 +87096,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3972">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -96745,76 +87104,23 @@
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 			</output>
 		</layer>
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-		<layer id="6404" name="Constant_112070" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="5604" name="Constant_23687" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
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 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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-			<input>
-				<port id="0" precision="FP32">
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-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="5605" name="Constant_23689" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618252" size="8" />
 			<output>
-				<port id="0" precision="I32" />
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-		</layer>
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-			<data batch_dims="0" />
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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-			<data auto_broadcast="numpy" m_pythondiv="true" />
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 			</output>
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-			<output>
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-		</layer>
-		<layer id="6410" name="Constant_127824" type="Const" version="opset1">
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 			<output>
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@@ -96822,67 +87128,7 @@
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 			</output>
 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5607" name="__module.model.layers.29.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -96891,17 +87137,20 @@
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 				</port>
 				<port id="1" precision="I64">
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 				<port id="2" precision="I64">
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+					<dim>1</dim>
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="3982,x2.117">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -96909,8 +87158,8 @@
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 			</output>
 		</layer>
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-			<data element_type="f32" shape="1, 1, 1, 1" offset="218618356" size="4" />
+		<layer id="5608" name="Constant_37168" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -96920,7 +87169,7 @@
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 			</output>
 		</layer>
-		<layer id="6418" name="__module.model.layers.29.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="5609" name="__module.model.layers.29.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -96937,7 +87186,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4720">
+				<port id="2" precision="FP32" names="3983">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -96945,24 +87194,31 @@
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 			</output>
 		</layer>
-		<layer id="6419" name="Constant_112123" type="Const" version="opset1">
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+		<layer id="5610" name="Constant_23584" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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+					<dim>1</dim>
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 		</layer>
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-			<data element_type="i64" shape="4" offset="218618324" size="32" />
+		<layer id="5611" name="Constant_23628" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5612" name="Constant_23630" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
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+			</output>
+		</layer>
+		<layer id="5613" name="__module.model.layers.29.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -96971,17 +87227,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				<port id="2" precision="I64">
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+					<dim>1</dim>
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
+					<dim>1</dim>
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 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="3977">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -96989,7 +87248,7 @@
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 			</output>
 		</layer>
-		<layer id="6422" name="__module.model.layers.29.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="5614" name="__module.model.layers.29.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -97006,7 +87265,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3985">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -97014,41 +87273,7 @@
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 			</output>
 		</layer>
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-				<port id="0" precision="FP32">
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@@ -97112,7 +87337,7 @@
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@@ -97120,7 +87345,7 @@
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@@ -97128,7 +87353,7 @@
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@@ -97150,7 +87375,7 @@
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@@ -97167,7 +87392,7 @@
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@@ -97186,13 +87411,13 @@
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@@ -97215,8 +87440,8 @@
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@@ -97225,7 +87450,7 @@
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@@ -97242,8 +87467,8 @@
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 		</layer>
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 					<dim>4096</dim>
@@ -97252,7 +87477,7 @@
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 		</layer>
-		<layer id="6439" name="Convert_168713" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -97269,7 +87494,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
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@@ -97291,8 +87516,8 @@
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@@ -97301,7 +87526,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
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@@ -97323,7 +87548,7 @@
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 		</layer>
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@@ -97331,7 +87556,7 @@
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 			</output>
 		</layer>
-		<layer id="6444" name="Reshape_168719" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -97350,7 +87575,7 @@
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 			</output>
 		</layer>
-		<layer id="6445" name="self.model.layers.29.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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 			<data destination_type="f32" />
 			<input>
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@@ -97365,7 +87590,7 @@
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 		</layer>
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 			<data transpose_a="false" transpose_b="true" />
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@@ -97379,14 +87604,14 @@
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 			<output>
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 					<dim>-1</dim>
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@@ -97394,7 +87619,7 @@
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 		</layer>
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 			<data special_zero="true" />
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@@ -97407,7 +87632,7 @@
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@@ -97415,7 +87640,7 @@
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@@ -97423,7 +87648,7 @@
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 					<dim>32</dim>
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@@ -97444,7 +87669,7 @@
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@@ -97633,8 +87748,8 @@
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-			<data element_type="f32" shape="1, 1, 1, 1" offset="218618356" size="4" />
+		<layer id="5646" name="Constant_37169" type="Const" version="opset1">
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@@ -97644,7 +87759,7 @@
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 		</layer>
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+		<layer id="5647" name="__module.model.layers.29.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -97661,7 +87776,7 @@
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@@ -97669,24 +87784,31 @@
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-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="5648" name="Constant_23727" type="Const" version="opset1">
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 			<output>
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-			<data element_type="i64" shape="4" offset="218618324" size="32" />
+		<layer id="5649" name="Constant_23771" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5650" name="Constant_23773" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
+			<output>
+				<port id="0" precision="I64">
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+		<layer id="5651" name="__module.model.layers.29.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -97695,17 +87817,20 @@
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 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -97713,7 +87838,7 @@
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 		</layer>
-		<layer id="6471" name="__module.model.layers.29.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="5652" name="__module.model.layers.29.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
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 			<input>
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@@ -97730,7 +87855,7 @@
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 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -97738,7 +87863,7 @@
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 			</output>
 		</layer>
-		<layer id="6472" name="__module.model.layers.29.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="5653" name="__module.model.layers.29.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -97755,7 +87880,7 @@
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 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -97763,7 +87888,7 @@
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 			</output>
 		</layer>
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+		<layer id="5654" name="__module.model.layers.29.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -97780,7 +87905,7 @@
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 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -97788,7 +87913,7 @@
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 			</output>
 		</layer>
-		<layer id="6474" name="__module.model.layers.29.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="5655" name="__module.model.layers.29.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
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 			<input>
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@@ -97813,13 +87938,13 @@
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 			</output>
 		</layer>
-		<layer id="6475" name="Constant_161186" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="6476" name="Constant_161179" type="Const" version="opset1">
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 			<output>
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@@ -97827,7 +87952,7 @@
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 			</output>
 		</layer>
-		<layer id="6477" name="Constant_161181" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
@@ -97835,7 +87960,7 @@
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 			</output>
 		</layer>
-		<layer id="6478" name="Constant_161183" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
@@ -97843,7 +87968,7 @@
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 			</output>
 		</layer>
-		<layer id="6479" name="Concat_161184" type="Concat" version="opset1">
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 			<input>
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@@ -97865,7 +87990,7 @@
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 			</output>
 		</layer>
-		<layer id="6480" name="Broadcast_161187" type="Broadcast" version="opset3">
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 			<data mode="numpy" />
 			<input>
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@@ -97882,7 +88007,7 @@
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 			</output>
 		</layer>
-		<layer id="6481" name="ReadValue_155420" type="ReadValue" version="opset6">
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@@ -97901,13 +88026,13 @@
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 			</output>
 		</layer>
-		<layer id="6482" name="Constant_150382" type="Const" version="opset1">
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 				<port id="0" precision="I64" />
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 		</layer>
-		<layer id="6483" name="Gather_150383" type="Gather" version="opset8">
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 			<input>
 				<port id="0" precision="FP32">
@@ -97930,94 +88055,134 @@
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-			<data element_type="u8" shape="4096, 4096" offset="3909585272" size="16777216" />
+		<layer id="5665" name="self.model.layers.29.self_attn.v_proj.weight" type="Const" version="opset1">
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 			<output>
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 					<dim>4096</dim>
+					<dim>32</dim>
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 			</output>
 		</layer>
-		<layer id="6485" name="Convert_168723" type="Convert" version="opset1">
+		<layer id="5666" name="Convert_75672" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
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+					<dim>32</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
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 		</layer>
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-			<data element_type="u8" shape="4096, 1" offset="3926362488" size="4096" />
+		<layer id="5667" name="self.model.layers.29.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="3285740032" size="65536" />
 			<output>
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 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6487" name="Convert_168726" type="Convert" version="opset1">
+		<layer id="5668" name="Convert_75674" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
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 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
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 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
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 					<dim>1</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
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 		</layer>
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-			<data element_type="f16" shape="4096, 1" offset="3926366584" size="8192" />
+		<layer id="5670" name="self.model.layers.29.self_attn.v_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
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 					<dim>1</dim>
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
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 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5672" name="Constant_75679" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="218617904" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5673" name="Reshape_75680" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I64">
+					<dim>2</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
@@ -98025,7 +88190,7 @@
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 			</output>
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 			<data destination_type="f32" />
 			<input>
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@@ -98040,7 +88205,7 @@
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 		</layer>
-		<layer id="6492" name="__module.model.layers.29.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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@@ -98054,14 +88219,14 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>4096</dim>
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-		<layer id="6493" name="Constant_130364" type="Const" version="opset1">
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 			<data element_type="i64" shape="4" offset="218617920" size="32" />
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@@ -98069,7 +88234,7 @@
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 		</layer>
-		<layer id="6494" name="__module.model.layers.29.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="5677" name="__module.model.layers.29.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
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@@ -98082,7 +88247,7 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -98090,7 +88255,7 @@
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-		<layer id="6495" name="__module.model.layers.29.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
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 			<data element_type="i32" shape="4" offset="218617952" size="16" />
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 				<port id="0" precision="I32">
@@ -98098,7 +88263,7 @@
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 		</layer>
-		<layer id="6496" name="__module.model.layers.29.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="5679" name="__module.model.layers.29.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -98111,7 +88276,7 @@
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 			<output>
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+				<port id="2" precision="FP32" names="3969">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -98119,7 +88284,7 @@
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-		<layer id="6497" name="__module.model.layers.29.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="5680" name="__module.model.layers.29.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -98144,31 +88309,15 @@
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@@ -98184,21 +88333,21 @@
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+		<layer id="5683" name="Constant_40129" type="Const" version="opset1">
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-		<layer id="6503" name="Constant_130054" type="Const" version="opset1">
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-		<layer id="6504" name="Gather_130055" type="Gather" version="opset8">
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@@ -98215,7 +88364,7 @@
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 		</layer>
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@@ -98231,21 +88380,21 @@
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-			<data element_type="i64" shape="1" offset="218618284" size="8" />
+		<layer id="5687" name="Constant_40133" type="Const" version="opset1">
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-		<layer id="6507" name="Constant_130058" type="Const" version="opset1">
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 		</layer>
-		<layer id="6508" name="Gather_130059" type="Gather" version="opset8">
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 			<input>
 				<port id="0" precision="I64">
@@ -98262,7 +88411,7 @@
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 			</output>
 		</layer>
-		<layer id="6509" name="Add_130060" type="Add" version="opset1">
+		<layer id="5690" name="Add_40136" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
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 				<port id="0" precision="I64">
@@ -98273,50 +88422,20 @@
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 			</input>
 			<output>
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+				<port id="2" precision="I64" names="4008">
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 		</layer>
-		<layer id="6510" name="Constant_112269" type="Const" version="opset1">
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+		<layer id="5691" name="Constant_23901" type="Const" version="opset1">
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 			<output>
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 				<port id="0" precision="I64">
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5692" name="__module.model.layers.29.self_attn/aten::slice/Slice_7" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -98325,17 +88444,20 @@
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 				</port>
 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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 			</input>
 			<output>
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 					<dim>1</dim>
 					<dim>-1</dim>
@@ -98343,7 +88465,7 @@
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 		</layer>
-		<layer id="6514" name="__module.model.layers.29.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="5693" name="__module.model.layers.29.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -98372,7 +88494,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -98380,7 +88502,7 @@
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 			</output>
 		</layer>
-		<layer id="6515" name="__module.model.layers.29.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="5694" name="__module.model.layers.29.self_attn/aten::transpose/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -98388,7 +88510,7 @@
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 			</output>
 		</layer>
-		<layer id="6516" name="__module.model.layers.29.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="5695" name="__module.model.layers.29.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -98401,7 +88523,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -98409,7 +88531,7 @@
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 			</output>
 		</layer>
-		<layer id="6517" name="__module.model.layers.29.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+		<layer id="5696" name="__module.model.layers.29.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -98424,21 +88546,21 @@
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 			</output>
 		</layer>
-		<layer id="6518" name="Constant_102916" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="244124208" size="16" />
+		<layer id="5697" name="Constant_34103" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="236050896" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6519" name="Constant_102917" type="Const" version="opset1">
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 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="6520" name="Gather_102918" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -98455,7 +88577,15 @@
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 			</output>
 		</layer>
-		<layer id="6521" name="__module.model.layers.29.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+		<layer id="5700" name="Constant_23975" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="209901604" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5701" name="__module.model.layers.29.self_attn/prim::ListConstruct_3" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -98466,12 +88596,12 @@
 				</port>
 			</input>
 			<output>
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 					<dim>3</dim>
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 			</output>
 		</layer>
-		<layer id="6522" name="__module.model.layers.29.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+		<layer id="5702" name="__module.model.layers.29.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -98485,15 +88615,15 @@
 				</port>
 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
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 		</layer>
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-			<data element_type="u4" shape="4096, 32, 128" offset="3926374776" size="8388608" />
+		<layer id="5703" name="self.model.layers.29.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="3286067712" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -98502,7 +88632,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6524" name="Convert_168744" type="Convert" version="opset1">
+		<layer id="5704" name="Convert_75694" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -98519,8 +88649,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6525" name="self.model.layers.29.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 1" offset="3934763384" size="65536" />
+		<layer id="5705" name="self.model.layers.29.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="3294456320" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -98529,7 +88659,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6526" name="Convert_168746" type="Convert" version="opset1">
+		<layer id="5706" name="Convert_75696" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -98546,7 +88676,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6527" name="self.model.layers.29.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -98568,8 +88698,8 @@
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 			</output>
 		</layer>
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-			<data element_type="f16" shape="4096, 32, 1" offset="3934828920" size="262144" />
+		<layer id="5708" name="self.model.layers.29.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="3294521856" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -98578,7 +88708,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6529" name="self.model.layers.29.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="5709" name="self.model.layers.29.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -98600,7 +88730,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6530" name="Constant_168751" type="Const" version="opset1">
+		<layer id="5710" name="Constant_75701" type="Const" version="opset1">
 			<data element_type="i64" shape="2" offset="218617904" size="16" />
 			<output>
 				<port id="0" precision="I64">
@@ -98608,7 +88738,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6531" name="Reshape_168752" type="Reshape" version="opset1">
+		<layer id="5711" name="Reshape_75702" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -98627,7 +88757,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6532" name="self.model.layers.29.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5712" name="self.model.layers.29.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -98642,13 +88772,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6533" name="__module.model.layers.29.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="5713" name="__module.model.layers.29.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
+					<dim>-1</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>4096</dim>
@@ -98656,14 +88786,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4756,4758,hidden_states.767">
+				<port id="2" precision="FP32" names="4019,4021,hidden_states.767">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6534" name="__module.model.layers.29/aten::add/Add" type="Add" version="opset1">
+		<layer id="5714" name="__module.model.layers.29/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -98678,15 +88808,15 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
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-			<data element_type="f32" shape="1, 1, 4096" offset="3935091064" size="16384" />
+		<layer id="5715" name="Constant_37173" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -98695,7 +88825,7 @@
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 			</output>
 		</layer>
-		<layer id="6536" name="Constant_123266" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="209901596" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -98705,7 +88835,7 @@
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 			</output>
 		</layer>
-		<layer id="6537" name="Constant_123264" type="Const" version="opset1">
+		<layer id="5717" name="Constant_37170" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="209901600" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -98715,7 +88845,7 @@
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 			</output>
 		</layer>
-		<layer id="6538" name="__module.model.layers.29.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="5718" name="__module.model.layers.29.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -98730,22 +88860,22 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="6539" name="Constant_15095" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="209901604" size="8" />
 			<output>
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+				<port id="0" precision="I64" names="4028">
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-		<layer id="6540" name="__module.model.layers.29.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="5720" name="__module.model.layers.29.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
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@@ -98758,14 +88888,14 @@
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@@ -98775,7 +88905,7 @@
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@@ -98813,7 +88943,7 @@
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@@ -98872,15 +89002,15 @@
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@@ -98889,7 +89019,7 @@
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@@ -98906,8 +89036,8 @@
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@@ -98916,7 +89046,7 @@
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@@ -98933,7 +89063,7 @@
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@@ -98955,8 +89085,8 @@
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@@ -98965,7 +89095,7 @@
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@@ -98987,15 +89117,15 @@
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 			<input>
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@@ -99014,7 +89144,7 @@
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 			<data destination_type="f32" />
 			<input>
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@@ -99029,7 +89159,7 @@
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 			<input>
 				<port id="0" precision="FP32">
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@@ -99059,15 +89189,15 @@
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@@ -99076,7 +89206,7 @@
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-		<layer id="6560" name="Convert_167336" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -99093,8 +89223,8 @@
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@@ -99103,7 +89233,7 @@
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-		<layer id="6562" name="Convert_167338" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
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@@ -99120,7 +89250,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -99142,8 +89272,8 @@
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@@ -99152,7 +89282,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -99174,15 +89304,15 @@
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-		<layer id="6567" name="Reshape_167344" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -99201,7 +89331,7 @@
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 			<data destination_type="f32" />
 			<input>
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@@ -99216,7 +89346,7 @@
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@@ -99230,14 +89360,14 @@
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-		<layer id="6570" name="__module.model.layers.29.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="5750" name="__module.model.layers.29.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
@@ -99252,15 +89382,15 @@
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 					<dim>11008</dim>
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@@ -99269,7 +89399,7 @@
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-		<layer id="6572" name="Convert_167358" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -99286,8 +89416,8 @@
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@@ -99296,7 +89426,7 @@
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-		<layer id="6574" name="Convert_167360" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
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@@ -99313,7 +89443,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -99335,8 +89465,8 @@
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@@ -99345,7 +89475,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -99367,15 +89497,15 @@
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 			<input>
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@@ -99394,7 +89524,7 @@
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@@ -99409,7 +89539,7 @@
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+		<layer id="5790" name="__module.model.layers.30.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
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-			<data element_type="i64" shape="1" offset="218618276" size="8" />
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-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="5792" name="Constant_24469" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618252" size="8" />
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-		<layer id="6628" name="Constant_112281" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="5793" name="Constant_24471" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5794" name="__module.model.layers.30.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -100181,17 +90063,20 @@
 					<dim>128</dim>
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 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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 					<dim>32</dim>
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@@ -100199,8 +90084,8 @@
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+		<layer id="5795" name="Constant_37178" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -100210,7 +90095,7 @@
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 			</output>
 		</layer>
-		<layer id="6634" name="__module.model.layers.30.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="5796" name="__module.model.layers.30.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -100227,7 +90112,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4105">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -100235,24 +90120,31 @@
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 			</output>
 		</layer>
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-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="5797" name="Constant_24364" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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 		</layer>
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+		<layer id="5798" name="Constant_24408" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5799" name="Constant_24410" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5800" name="__module.model.layers.30.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -100261,17 +90153,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
+					<dim>1</dim>
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 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="4099">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -100279,7 +90174,7 @@
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 			</output>
 		</layer>
-		<layer id="6638" name="__module.model.layers.30.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="5801" name="__module.model.layers.30.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -100296,7 +90191,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4107">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -100304,41 +90199,7 @@
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 			</output>
 		</layer>
-		<layer id="6639" name="__module.model.layers.30.self_attn.rotary_emb/aten::sin/Sin" type="Sin" version="opset1">
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-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
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-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="0" precision="FP32">
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-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-		<layer id="6641" name="__module.model.layers.30.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="5802" name="__module.model.layers.30.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -100355,7 +90216,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4871">
+				<port id="2" precision="FP32" names="4108">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -100363,7 +90224,7 @@
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 			</output>
 		</layer>
-		<layer id="6642" name="__module.model.layers.30.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="5803" name="__module.model.layers.30.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -100380,7 +90241,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4872">
+				<port id="2" precision="FP32" names="4109">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -100388,13 +90249,13 @@
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 			</output>
 		</layer>
-		<layer id="6643" name="Constant_161199" type="Const" version="opset1">
+		<layer id="5804" name="Constant_52978" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="6644" name="Constant_161192" type="Const" version="opset1">
+		<layer id="5805" name="Constant_52971" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -100402,7 +90263,7 @@
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 			</output>
 		</layer>
-		<layer id="6645" name="Constant_161194" type="Const" version="opset1">
+		<layer id="5806" name="Constant_52973" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -100410,7 +90271,7 @@
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 			</output>
 		</layer>
-		<layer id="6646" name="Constant_161196" type="Const" version="opset1">
+		<layer id="5807" name="Constant_52975" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -100418,7 +90279,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6647" name="Concat_161197" type="Concat" version="opset1">
+		<layer id="5808" name="Concat_52976" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -100440,7 +90301,7 @@
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 			</output>
 		</layer>
-		<layer id="6648" name="Broadcast_161200" type="Broadcast" version="opset3">
+		<layer id="5809" name="Broadcast_52979" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -100457,7 +90318,7 @@
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 			</output>
 		</layer>
-		<layer id="6649" name="ReadValue_155426" type="ReadValue" version="opset6">
+		<layer id="5810" name="ReadValue_49930" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.30.keypresent.30.key" variable_type="f32" variable_shape="?,32,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -100476,13 +90337,13 @@
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 			</output>
 		</layer>
-		<layer id="6650" name="Constant_150385" type="Const" version="opset1">
+		<layer id="5811" name="Constant_47553" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="6651" name="Gather_150386" type="Gather" version="opset8">
+		<layer id="5812" name="Gather_47554" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -100505,8 +90366,8 @@
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 			</output>
 		</layer>
-		<layer id="6652" name="self.model.layers.30.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 128" offset="4014115192" size="8388608" />
+		<layer id="5813" name="self.model.layers.30.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="3373808128" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -100515,7 +90376,7 @@
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 			</output>
 		</layer>
-		<layer id="6653" name="Convert_168755" type="Convert" version="opset1">
+		<layer id="5814" name="Convert_75705" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -100532,8 +90393,8 @@
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 			</output>
 		</layer>
-		<layer id="6654" name="self.model.layers.30.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 1" offset="4022503800" size="65536" />
+		<layer id="5815" name="self.model.layers.30.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="3382196736" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -100542,7 +90403,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6655" name="Convert_168757" type="Convert" version="opset1">
+		<layer id="5816" name="Convert_75707" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -100559,7 +90420,7 @@
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 			</output>
 		</layer>
-		<layer id="6656" name="self.model.layers.30.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="5817" name="self.model.layers.30.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -100581,8 +90442,8 @@
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 			</output>
 		</layer>
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@@ -100591,7 +90452,7 @@
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 		</layer>
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@@ -100613,7 +90474,7 @@
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 			</output>
 		</layer>
-		<layer id="6659" name="Constant_168762" type="Const" version="opset1">
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@@ -100621,7 +90482,7 @@
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 			</output>
 		</layer>
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 			<input>
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@@ -100640,7 +90501,7 @@
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 		</layer>
-		<layer id="6661" name="self.model.layers.30.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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@@ -100655,7 +90516,7 @@
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 		</layer>
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 			<data transpose_a="false" transpose_b="true" />
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 					<dim>-1</dim>
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 			</output>
 		</layer>
-		<layer id="6663" name="Constant_130366" type="Const" version="opset1">
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 			<data element_type="i64" shape="4" offset="218617920" size="32" />
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@@ -100684,7 +90545,7 @@
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 		</layer>
-		<layer id="6664" name="__module.model.layers.30.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="5825" name="__module.model.layers.30.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
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@@ -100697,7 +90558,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -100705,7 +90566,7 @@
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 		</layer>
-		<layer id="6665" name="__module.model.layers.30.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="5826" name="__module.model.layers.30.self_attn/aten::transpose/Constant_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
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@@ -100713,7 +90574,7 @@
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 			</output>
 		</layer>
-		<layer id="6666" name="__module.model.layers.30.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="5827" name="__module.model.layers.30.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -100726,7 +90587,7 @@
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 			<output>
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+				<port id="2" precision="FP32" names="4088,k.61">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -100734,7 +90595,7 @@
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 			</output>
 		</layer>
-		<layer id="6667" name="__module.model.layers.30.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="5828" name="__module.model.layers.30.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -100751,7 +90612,7 @@
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 			</input>
 			<output>
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 					<dim>32</dim>
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@@ -100759,144 +90620,31 @@
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-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="5829" name="Constant_24610" type="Const" version="opset1">
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-			<data element_type="i64" shape="1" offset="218618224" size="8" />
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-		<layer id="6677" name="Constant_112381" type="Const" version="opset1">
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+		<layer id="5831" name="Constant_24614" type="Const" version="opset1">
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5832" name="__module.model.layers.30.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
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@@ -100905,17 +90653,20 @@
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 					<dim>32</dim>
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@@ -100923,8 +90674,8 @@
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+		<layer id="5833" name="Constant_37179" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -100934,7 +90685,7 @@
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 		</layer>
-		<layer id="6683" name="__module.model.layers.30.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -100951,7 +90702,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -100959,24 +90710,31 @@
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+		<layer id="5835" name="Constant_24507" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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-			<data element_type="i64" shape="4" offset="218618324" size="32" />
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 			<output>
 				<port id="0" precision="I64">
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+					<dim>1</dim>
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+				<port id="0" precision="I64">
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5838" name="__module.model.layers.30.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -100985,17 +90743,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -101003,7 +90764,7 @@
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 			</output>
 		</layer>
-		<layer id="6687" name="__module.model.layers.30.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
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 			<input>
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@@ -101020,7 +90781,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -101028,7 +90789,7 @@
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 			</output>
 		</layer>
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+		<layer id="5840" name="__module.model.layers.30.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -101045,7 +90806,7 @@
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 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -101053,7 +90814,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
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 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -101078,7 +90839,7 @@
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 			</output>
 		</layer>
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 			<input>
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@@ -101103,13 +90864,13 @@
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 			</output>
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 				<port id="0" precision="FP32" />
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-		<layer id="6692" name="Constant_161205" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
@@ -101117,7 +90878,7 @@
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 			</output>
 		</layer>
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 			<output>
 				<port id="0" precision="I64">
@@ -101125,7 +90886,7 @@
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 			</output>
 		</layer>
-		<layer id="6694" name="Constant_161209" type="Const" version="opset1">
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-		<layer id="6699" name="Gather_150389" type="Gather" version="opset8">
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-			<data element_type="u4" shape="4096, 32, 1" offset="4031220088" size="65536" />
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 		</layer>
-		<layer id="6703" name="Convert_168768" type="Convert" version="opset1">
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@@ -101328,7 +91089,7 @@
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 		</layer>
-		<layer id="6707" name="Constant_168773" type="Const" version="opset1">
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 			<data element_type="i64" shape="2" offset="218617904" size="16" />
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 			</output>
 		</layer>
-		<layer id="6708" name="Reshape_168774" type="Reshape" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
@@ -101355,7 +91116,7 @@
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 		</layer>
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 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -101370,7 +91131,7 @@
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 		</layer>
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 			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
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 			<output>
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 			</output>
 		</layer>
-		<layer id="6711" name="Constant_130367" type="Const" version="opset1">
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 			<data element_type="i64" shape="4" offset="218617920" size="32" />
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@@ -101399,7 +91160,7 @@
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 		</layer>
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 			<data special_zero="true" />
 			<input>
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -101420,7 +91181,7 @@
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 		</layer>
-		<layer id="6713" name="__module.model.layers.30.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
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 			<data element_type="i32" shape="4" offset="218617952" size="16" />
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@@ -101428,7 +91189,7 @@
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 		</layer>
-		<layer id="6714" name="__module.model.layers.30.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="5866" name="__module.model.layers.30.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -101441,7 +91202,7 @@
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 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -101449,7 +91210,7 @@
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 			</output>
 		</layer>
-		<layer id="6715" name="__module.model.layers.30.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
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 			<data axis="-2" />
 			<input>
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@@ -101474,31 +91235,15 @@
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-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="5868" name="Constant_24678" type="Const" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
@@ -101514,21 +91259,21 @@
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 				<port id="0" precision="I64" />
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-		<layer id="6722" name="Gather_130130" type="Gather" version="opset8">
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 			<input>
 				<port id="0" precision="I64">
@@ -101545,7 +91290,7 @@
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 			<input>
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@@ -101561,21 +91306,21 @@
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 				<port id="0" precision="I64" />
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 		</layer>
-		<layer id="6726" name="Gather_130134" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -101592,7 +91337,7 @@
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 			</output>
 		</layer>
-		<layer id="6727" name="Add_130135" type="Add" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I64">
@@ -101603,50 +91348,20 @@
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 			<output>
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-		<layer id="6728" name="Constant_112481" type="Const" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -101655,17 +91370,20 @@
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 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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 			<output>
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@@ -101673,7 +91391,7 @@
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 			<data causal="false" />
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@@ -101702,7 +91420,7 @@
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
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 				<port id="0" precision="FP32">
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@@ -101731,7 +91449,7 @@
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -101739,7 +91457,7 @@
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 			<data output_type="i64" />
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@@ -101754,21 +91472,21 @@
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@@ -101785,7 +91503,15 @@
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+		<layer id="5887" name="Constant_24755" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="209901604" size="8" />
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-			<data element_type="u4" shape="4096, 32, 128" offset="4031547768" size="8388608" />
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@@ -101832,7 +91558,7 @@
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-		<layer id="6742" name="Convert_168788" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -101849,8 +91575,8 @@
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-			<data element_type="u4" shape="4096, 32, 1" offset="4039936376" size="65536" />
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+			<data element_type="u4" shape="4096, 32, 1" offset="3399629312" size="65536" />
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 				<port id="0" precision="U4">
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@@ -101859,7 +91585,7 @@
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 		</layer>
-		<layer id="6744" name="Convert_168790" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -101876,7 +91602,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -101898,8 +91624,8 @@
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-			<data element_type="f16" shape="4096, 32, 1" offset="4040001912" size="262144" />
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+			<data element_type="f16" shape="4096, 32, 1" offset="3399694848" size="262144" />
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 				<port id="0" precision="FP16">
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@@ -101908,7 +91634,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -101930,7 +91656,7 @@
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 			</output>
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-		<layer id="6748" name="Constant_168795" type="Const" version="opset1">
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@@ -101938,7 +91664,7 @@
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 			</output>
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-		<layer id="6749" name="Reshape_168796" type="Reshape" version="opset1">
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 			<input>
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@@ -101957,7 +91683,7 @@
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 			<data destination_type="f32" />
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@@ -101972,13 +91698,13 @@
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 					<dim>-1</dim>
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@@ -101986,14 +91712,14 @@
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@@ -102008,15 +91734,15 @@
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+		<layer id="5902" name="Constant_37183" type="Const" version="opset1">
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@@ -102025,7 +91751,7 @@
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 		</layer>
-		<layer id="6754" name="Constant_123276" type="Const" version="opset1">
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-		<layer id="6755" name="Constant_123274" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="209901600" size="4" />
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@@ -102045,7 +91771,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -102060,22 +91786,22 @@
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-		<layer id="6757" name="Constant_15588" type="Const" version="opset1">
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-		<layer id="6758" name="__module.model.layers.30.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
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 			<input>
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@@ -102088,14 +91814,14 @@
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@@ -102105,7 +91831,7 @@
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@@ -102120,14 +91846,14 @@
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 			<input>
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@@ -102143,7 +91869,7 @@
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -102158,14 +91884,14 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -102180,14 +91906,14 @@
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 			<output>
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-		<layer id="6764" name="__module.model.layers.30.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -102202,15 +91928,15 @@
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 			<output>
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 					<dim>4096</dim>
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@@ -102219,7 +91945,7 @@
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-		<layer id="6766" name="Convert_167380" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -102236,8 +91962,8 @@
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-			<data element_type="u4" shape="11008, 32, 1" offset="4062824824" size="176128" />
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@@ -102246,7 +91972,7 @@
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-		<layer id="6768" name="Convert_167382" type="Convert" version="opset1">
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 			<input>
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@@ -102263,7 +91989,7 @@
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@@ -102285,8 +92011,8 @@
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@@ -102295,7 +92021,7 @@
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@@ -102317,15 +92043,15 @@
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 			<data special_zero="false" />
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@@ -102344,7 +92070,7 @@
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 			<input>
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@@ -102359,7 +92085,7 @@
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@@ -102373,14 +92099,14 @@
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 			<input>
 				<port id="0" precision="FP32">
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@@ -103187,7 +92913,7 @@
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@@ -103220,13 +92946,13 @@
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 			<output>
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@@ -103234,7 +92960,7 @@
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@@ -103242,7 +92968,7 @@
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-		<layer id="6832" name="Constant_161222" type="Const" version="opset1">
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 			<output>
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@@ -103250,7 +92976,7 @@
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-		<layer id="6833" name="Concat_161223" type="Concat" version="opset1">
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 			<data axis="0" />
 			<input>
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@@ -103272,7 +92998,7 @@
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-		<layer id="6834" name="Broadcast_161226" type="Broadcast" version="opset3">
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 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -103289,7 +93015,7 @@
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 			</output>
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-		<layer id="6835" name="ReadValue_155430" type="ReadValue" version="opset6">
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 			<input>
 				<port id="0" precision="FP32">
@@ -103308,13 +93034,13 @@
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 			</output>
 		</layer>
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 			<output>
 				<port id="0" precision="I64" />
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 		</layer>
-		<layer id="6837" name="Gather_150392" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -103337,8 +93063,8 @@
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@@ -103347,7 +93073,7 @@
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 			<input>
 				<port id="0" precision="U4">
@@ -103364,8 +93090,8 @@
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 				<port id="0" precision="U4">
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@@ -103374,7 +93100,7 @@
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-		<layer id="6841" name="Convert_168812" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -103391,7 +93117,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -103413,8 +93139,8 @@
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@@ -103423,7 +93149,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -103445,7 +93171,7 @@
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-		<layer id="6845" name="Constant_168817" type="Const" version="opset1">
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@@ -103453,7 +93179,7 @@
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 			<input>
 				<port id="0" precision="FP16">
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 				<port id="0" precision="FP16">
@@ -103487,7 +93213,7 @@
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-		</layer>
-		<layer id="6861" name="__module.model.layers.31.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="6002" name="__module.model.layers.31.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
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@@ -103718,7 +93309,7 @@
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 			</input>
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+				<port id="2" precision="FP32" names="4232">
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 					<dim>32</dim>
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@@ -103726,144 +93317,31 @@
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-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="6003" name="Constant_25390" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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-		<layer id="6868" name="__module.model.layers.31.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
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-			<output>
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-		<layer id="6869" name="Constant_127832" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618224" size="8" />
+		<layer id="6004" name="Constant_25392" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618252" size="8" />
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 				<port id="0" precision="I64">
 					<dim>1</dim>
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 			</output>
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-		<layer id="6871" name="Constant_112493" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="6005" name="Constant_25394" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
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 				<port id="0" precision="I64">
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="6006" name="__module.model.layers.31.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -103872,17 +93350,20 @@
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 				<port id="1" precision="I64">
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+					<dim>1</dim>
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 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -103890,8 +93371,8 @@
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 		</layer>
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-			<data element_type="f32" shape="1, 1, 1, 1" offset="218618356" size="4" />
+		<layer id="6007" name="Constant_37188" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -103901,7 +93382,7 @@
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 			</output>
 		</layer>
-		<layer id="6877" name="__module.model.layers.31.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="6008" name="__module.model.layers.31.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -103918,7 +93399,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4243">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -103926,24 +93407,31 @@
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 			</output>
 		</layer>
-		<layer id="6878" name="Constant_112547" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="6009" name="Constant_25287" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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+					<dim>1</dim>
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 		</layer>
-		<layer id="6879" name="Constant_112552" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
+		<layer id="6010" name="Constant_25331" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618244" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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+		</layer>
+		<layer id="6011" name="Constant_25333" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
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+				<port id="0" precision="I64">
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 			</output>
 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="6012" name="__module.model.layers.31.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -103952,17 +93440,20 @@
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 				</port>
 				<port id="1" precision="I64">
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 				<port id="2" precision="I64">
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -103970,7 +93461,7 @@
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 			</output>
 		</layer>
-		<layer id="6881" name="__module.model.layers.31.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="6013" name="__module.model.layers.31.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -103987,7 +93478,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4245">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -103995,41 +93486,7 @@
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 			</output>
 		</layer>
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-				<port id="0" precision="FP32">
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-					<dim>128</dim>
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-				<port id="0" precision="FP32">
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-		</layer>
-		<layer id="6884" name="__module.model.layers.31.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="6014" name="__module.model.layers.31.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -104046,7 +93503,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4246">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -104054,7 +93511,7 @@
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 			</output>
 		</layer>
-		<layer id="6885" name="__module.model.layers.31.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="6015" name="__module.model.layers.31.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -104071,7 +93528,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5036">
+				<port id="2" precision="FP32" names="4247">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -104079,7 +93536,7 @@
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 			</output>
 		</layer>
-		<layer id="6886" name="__module.model.layers.31.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="6016" name="__module.model.layers.31.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -104104,8 +93561,8 @@
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 			</output>
 		</layer>
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-			<data element_type="f32" shape="1, 1, 4096" offset="4127988088" size="16384" />
+		<layer id="6068" name="Constant_37197" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 4096" offset="3487681024" size="16384" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -104114,8 +93571,8 @@
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u4" shape="4096, 32, 128" offset="4128004472" size="8388608" />
+		<layer id="6069" name="self.model.layers.31.self_attn.q_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="3487697408" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -104124,7 +93581,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6940" name="Convert_168821" type="Convert" version="opset1">
+		<layer id="6070" name="Convert_75771" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -104141,8 +93598,8 @@
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="4096, 32, 1" offset="4136393080" size="65536" />
+		<layer id="6071" name="self.model.layers.31.self_attn.q_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="3496086016" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -104151,7 +93608,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6942" name="Convert_168823" type="Convert" version="opset1">
+		<layer id="6072" name="Convert_75773" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -104168,7 +93625,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6943" name="self.model.layers.31.self_attn.q_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="6073" name="self.model.layers.31.self_attn.q_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -104190,8 +93647,8 @@
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 			</output>
 		</layer>
-		<layer id="6944" name="self.model.layers.31.self_attn.q_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="4136458616" size="262144" />
+		<layer id="6074" name="self.model.layers.31.self_attn.q_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="3496151552" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -104200,7 +93657,7 @@
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 			</output>
 		</layer>
-		<layer id="6945" name="self.model.layers.31.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="6075" name="self.model.layers.31.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -104222,7 +93679,7 @@
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 			</output>
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@@ -104230,7 +93687,7 @@
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@@ -104249,7 +93706,7 @@
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@@ -104293,7 +93750,7 @@
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@@ -104306,7 +93763,7 @@
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@@ -104322,7 +93779,7 @@
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 		</layer>
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 					<dim>32</dim>
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@@ -104637,7 +93800,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -104654,7 +93817,7 @@
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 					<dim>32</dim>
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@@ -104662,8 +93825,31 @@
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+					<dim>1</dim>
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+				<port id="0" precision="I64">
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+				<port id="0" precision="I64">
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+		<layer id="6088" name="__module.model.layers.31.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
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 					<dim>-1</dim>
@@ -104671,15 +93857,136 @@
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 					<dim>128</dim>
 				</port>
+				<port id="1" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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+					<dim>64</dim>
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+					<dim>1</dim>
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+			<data auto_broadcast="numpy" />
+			<input>
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+					<dim>-1</dim>
+					<dim>64</dim>
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+			</output>
+		</layer>
+		<layer id="6095" name="__module.model.layers.31.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+			<data axis="-1" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>64</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>64</dim>
+				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5020">
+				<port id="2" precision="FP32" names="4229">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -104687,45 +93994,95 @@
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 			</output>
 		</layer>
-		<layer id="6977" name="Constant_112697" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="6096" name="__module.model.layers.31.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
 			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
+				<port id="2" precision="FP32" names="4230">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6978" name="Constant_112698" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618244" size="32" />
+		<layer id="6097" name="__module.model.layers.31.self_attn/aten::add/Add_1" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
 			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
+				<port id="2" precision="FP32" names="4231">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6979" name="Constant_112694" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618276" size="8" />
+		<layer id="6098" name="Constant_25458" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
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 		</layer>
-		<layer id="6980" name="Constant_130203" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="218618284" size="8" />
+		<layer id="6099" name="ShapeOf_40274" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6100" name="Constant_40275" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="236050872" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6981" name="Constant_130204" type="Const" version="opset1">
+		<layer id="6101" name="Constant_40276" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="6982" name="Gather_130205" type="Gather" version="opset8">
+		<layer id="6102" name="Gather_40277" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -104742,31 +94099,38 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6983" name="Add_130208" type="Add" version="opset1">
-			<data auto_broadcast="numpy" />
+		<layer id="6103" name="ShapeOf_40278" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
 			<input>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="I64" names="5041">
-					<dim>1</dim>
+				<port id="1" precision="I64">
+					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6984" name="Constant_112693" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="6104" name="Constant_40279" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="236050872" size="8" />
 			<output>
-				<port id="0" precision="I32">
+				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6985" name="ScatterUpdate_112699" type="ScatterUpdate" version="opset3">
+		<layer id="6105" name="Constant_40280" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="6106" name="Gather_40281" type="Gather" version="opset8">
+			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
@@ -104774,29 +94138,39 @@
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I64">
+				<port id="2" precision="I64" />
+			</input>
+			<output>
+				<port id="3" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="3" precision="I32">
+			</output>
+		</layer>
+		<layer id="6107" name="Add_40282" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
+				<port id="2" precision="I64" names="4252">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6986" name="Constant_112702" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="218618324" size="32" />
+		<layer id="6108" name="Constant_25461" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="218618224" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6987" name="__module.model.layers.31.self_attn/aten::slice/Slice_7" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="6109" name="__module.model.layers.31.self_attn/aten::slice/Slice_7" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -104805,17 +94179,20 @@
 					<dim>-1</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="4256">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
@@ -104823,7 +94200,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6988" name="__module.model.layers.31.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="6110" name="__module.model.layers.31.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -104852,7 +94229,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="5046,attn_output.125">
+				<port id="4" precision="FP32" names="4257,attn_output.125">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -104860,7 +94237,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6989" name="__module.model.layers.31.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="6111" name="__module.model.layers.31.self_attn/aten::transpose/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="218617952" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -104868,7 +94245,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6990" name="__module.model.layers.31.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="6112" name="__module.model.layers.31.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -104881,7 +94258,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5047">
+				<port id="2" precision="FP32" names="4258">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -104889,7 +94266,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6991" name="__module.model.layers.31.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+		<layer id="6113" name="__module.model.layers.31.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -104904,21 +94281,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6992" name="Constant_102936" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="244124208" size="16" />
+		<layer id="6114" name="Constant_34123" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="236050896" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6993" name="Constant_102937" type="Const" version="opset1">
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 			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="6994" name="Gather_102938" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -104935,7 +94312,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6995" name="__module.model.layers.31.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+		<layer id="6117" name="Constant_25535" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="209901604" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6118" name="__module.model.layers.31.self_attn/prim::ListConstruct_3" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -104946,12 +94331,12 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="I64" names="5049">
+				<port id="2" precision="I64">
 					<dim>3</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6996" name="__module.model.layers.31.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+		<layer id="6119" name="__module.model.layers.31.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -104965,15 +94350,15 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5050">
+				<port id="2" precision="FP32" names="4261">
+					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u4" shape="4096, 32, 128" offset="4136720760" size="8388608" />
+		<layer id="6120" name="self.model.layers.31.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="3496413696" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -104982,7 +94367,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6998" name="Convert_168832" type="Convert" version="opset1">
+		<layer id="6121" name="Convert_75782" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -104999,8 +94384,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6999" name="self.model.layers.31.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 1" offset="4145109368" size="65536" />
+		<layer id="6122" name="self.model.layers.31.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="3504802304" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -105009,7 +94394,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7000" name="Convert_168834" type="Convert" version="opset1">
+		<layer id="6123" name="Convert_75784" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -105026,7 +94411,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7001" name="self.model.layers.31.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="6124" name="self.model.layers.31.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -105048,8 +94433,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7002" name="self.model.layers.31.self_attn.o_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="4145174904" size="262144" />
+		<layer id="6125" name="self.model.layers.31.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="3504867840" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -105058,7 +94443,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7003" name="self.model.layers.31.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="6126" name="self.model.layers.31.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -105080,7 +94465,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7004" name="Constant_168839" type="Const" version="opset1">
+		<layer id="6127" name="Constant_75789" type="Const" version="opset1">
 			<data element_type="i64" shape="2" offset="218617904" size="16" />
 			<output>
 				<port id="0" precision="I64">
@@ -105088,7 +94473,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7005" name="Reshape_168840" type="Reshape" version="opset1">
+		<layer id="6128" name="Reshape_75790" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -105107,7 +94492,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7006" name="self.model.layers.31.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="6129" name="self.model.layers.31.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -105122,13 +94507,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7007" name="__module.model.layers.31.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="6130" name="__module.model.layers.31.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
+					<dim>-1</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>4096</dim>
@@ -105136,14 +94521,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5052,5054,hidden_states.819">
+				<port id="2" precision="FP32" names="4263,4265,hidden_states.819">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
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@@ -105175,7 +94560,7 @@
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@@ -105185,7 +94570,7 @@
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@@ -105255,7 +94640,7 @@
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@@ -105293,7 +94678,7 @@
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@@ -105369,7 +94754,7 @@
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-		<layer id="7022" name="Convert_167413" type="Convert" version="opset1">
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 			<input>
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@@ -105386,8 +94771,8 @@
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@@ -105396,7 +94781,7 @@
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-		<layer id="7024" name="Convert_167415" type="Convert" version="opset1">
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@@ -105413,7 +94798,7 @@
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@@ -105435,8 +94820,8 @@
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 				<port id="0" precision="FP16">
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@@ -105445,7 +94830,7 @@
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@@ -105467,15 +94852,15 @@
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@@ -105494,7 +94879,7 @@
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 			<input>
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@@ -105509,7 +94894,7 @@
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@@ -105523,14 +94908,14 @@
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 			<output>
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@@ -105556,7 +94941,7 @@
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -105573,8 +94958,8 @@
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@@ -105583,7 +94968,7 @@
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-		<layer id="7036" name="Convert_167404" type="Convert" version="opset1">
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 			<data destination_type="f16" />
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@@ -105600,7 +94985,7 @@
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@@ -105622,8 +95007,8 @@
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@@ -105632,7 +95017,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -105654,15 +95039,15 @@
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@@ -105681,7 +95066,7 @@
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@@ -105696,7 +95081,7 @@
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@@ -105766,8 +95151,8 @@
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@@ -105776,7 +95161,7 @@
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@@ -105793,7 +95178,7 @@
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@@ -105825,7 +95210,7 @@
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@@ -105847,15 +95232,15 @@
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@@ -105874,7 +95259,7 @@
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@@ -105889,7 +95274,7 @@
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@@ -106050,7 +95435,7 @@
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@@ -106125,7 +95510,7 @@
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@@ -106140,8 +95525,8 @@
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@@ -106149,7 +95534,7 @@
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@@ -106164,7 +95549,7 @@
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@@ -106183,8 +95568,8 @@
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@@ -106192,7 +95577,7 @@
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@@ -106211,7 +95596,7 @@
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@@ -106226,7 +95611,7 @@
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-		<layer id="7076" name="aten::to/Convert" type="MatMul" version="opset1">
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@@ -106247,7 +95632,7 @@
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@@ -106266,7 +95651,7 @@
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@@ -106285,7 +95670,7 @@
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 			<data variable_id="past_key_values.1.keypresent.1.key" />
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@@ -106304,7 +95689,7 @@
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 			<data variable_id="past_key_values.1.valuepresent.1.value" />
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@@ -106323,7 +95708,7 @@
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 			<data variable_id="past_key_values.10.keypresent.10.key" />
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@@ -106342,7 +95727,7 @@
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 			<data variable_id="past_key_values.10.valuepresent.10.value" />
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@@ -106361,7 +95746,7 @@
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@@ -106380,7 +95765,7 @@
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 			<data variable_id="past_key_values.11.valuepresent.11.value" />
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 			<data variable_id="past_key_values.12.keypresent.12.key" />
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 			<data variable_id="past_key_values.12.valuepresent.12.value" />
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 			<data variable_id="past_key_values.13.keypresent.13.key" />
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 			<data variable_id="past_key_values.13.valuepresent.13.value" />
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 			<data variable_id="past_key_values.14.keypresent.14.key" />
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 			<data variable_id="past_key_values.14.valuepresent.14.value" />
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-		<layer id="6922" name="Assign_155361" type="Assign" version="opset6">
+		<layer id="6052" name="Assign_49865" type="Assign" version="opset6">
 			<data variable_id="past_key_values.15.valuepresent.15.value" />
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@@ -106551,7 +95936,7 @@
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 			</output>
 		</layer>
-		<layer id="6921" name="Assign_155363" type="Assign" version="opset6">
+		<layer id="6051" name="Assign_49867" type="Assign" version="opset6">
 			<data variable_id="past_key_values.16.keypresent.16.key" />
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 				<port id="0" precision="FP32">
@@ -106570,7 +95955,7 @@
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 			</output>
 		</layer>
-		<layer id="6920" name="Assign_155365" type="Assign" version="opset6">
+		<layer id="6050" name="Assign_49869" type="Assign" version="opset6">
 			<data variable_id="past_key_values.16.valuepresent.16.value" />
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 				<port id="0" precision="FP32">
@@ -106589,7 +95974,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6919" name="Assign_155367" type="Assign" version="opset6">
+		<layer id="6049" name="Assign_49871" type="Assign" version="opset6">
 			<data variable_id="past_key_values.17.keypresent.17.key" />
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 				<port id="0" precision="FP32">
@@ -106608,7 +95993,7 @@
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 			</output>
 		</layer>
-		<layer id="6918" name="Assign_155369" type="Assign" version="opset6">
+		<layer id="6048" name="Assign_49873" type="Assign" version="opset6">
 			<data variable_id="past_key_values.17.valuepresent.17.value" />
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@@ -106627,7 +96012,7 @@
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 			</output>
 		</layer>
-		<layer id="6917" name="Assign_155371" type="Assign" version="opset6">
+		<layer id="6047" name="Assign_49875" type="Assign" version="opset6">
 			<data variable_id="past_key_values.18.keypresent.18.key" />
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@@ -106646,7 +96031,7 @@
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 			</output>
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-		<layer id="6916" name="Assign_155373" type="Assign" version="opset6">
+		<layer id="6046" name="Assign_49877" type="Assign" version="opset6">
 			<data variable_id="past_key_values.18.valuepresent.18.value" />
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@@ -106665,7 +96050,7 @@
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 			</output>
 		</layer>
-		<layer id="6915" name="Assign_155375" type="Assign" version="opset6">
+		<layer id="6045" name="Assign_49879" type="Assign" version="opset6">
 			<data variable_id="past_key_values.19.keypresent.19.key" />
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@@ -106684,7 +96069,7 @@
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 			</output>
 		</layer>
-		<layer id="6914" name="Assign_155377" type="Assign" version="opset6">
+		<layer id="6044" name="Assign_49881" type="Assign" version="opset6">
 			<data variable_id="past_key_values.19.valuepresent.19.value" />
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@@ -106703,7 +96088,7 @@
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 			</output>
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-		<layer id="6913" name="Assign_155379" type="Assign" version="opset6">
+		<layer id="6043" name="Assign_49883" type="Assign" version="opset6">
 			<data variable_id="past_key_values.2.keypresent.2.key" />
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@@ -106722,7 +96107,7 @@
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-		<layer id="6912" name="Assign_155381" type="Assign" version="opset6">
+		<layer id="6042" name="Assign_49885" type="Assign" version="opset6">
 			<data variable_id="past_key_values.2.valuepresent.2.value" />
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@@ -106741,7 +96126,7 @@
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-		<layer id="6911" name="Assign_155383" type="Assign" version="opset6">
+		<layer id="6041" name="Assign_49887" type="Assign" version="opset6">
 			<data variable_id="past_key_values.20.keypresent.20.key" />
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@@ -106760,7 +96145,7 @@
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+		<layer id="6040" name="Assign_49889" type="Assign" version="opset6">
 			<data variable_id="past_key_values.20.valuepresent.20.value" />
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@@ -106779,7 +96164,7 @@
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-		<layer id="6909" name="Assign_155387" type="Assign" version="opset6">
+		<layer id="6039" name="Assign_49891" type="Assign" version="opset6">
 			<data variable_id="past_key_values.21.keypresent.21.key" />
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@@ -106798,7 +96183,7 @@
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+		<layer id="6038" name="Assign_49893" type="Assign" version="opset6">
 			<data variable_id="past_key_values.21.valuepresent.21.value" />
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@@ -106817,7 +96202,7 @@
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-		<layer id="6907" name="Assign_155391" type="Assign" version="opset6">
+		<layer id="6037" name="Assign_49895" type="Assign" version="opset6">
 			<data variable_id="past_key_values.22.keypresent.22.key" />
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@@ -106836,7 +96221,7 @@
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-		<layer id="6906" name="Assign_155393" type="Assign" version="opset6">
+		<layer id="6036" name="Assign_49897" type="Assign" version="opset6">
 			<data variable_id="past_key_values.22.valuepresent.22.value" />
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@@ -106855,7 +96240,7 @@
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 			</output>
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-		<layer id="6905" name="Assign_155395" type="Assign" version="opset6">
+		<layer id="6035" name="Assign_49899" type="Assign" version="opset6">
 			<data variable_id="past_key_values.23.keypresent.23.key" />
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@@ -106874,7 +96259,7 @@
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 			</output>
 		</layer>
-		<layer id="6904" name="Assign_155397" type="Assign" version="opset6">
+		<layer id="6034" name="Assign_49901" type="Assign" version="opset6">
 			<data variable_id="past_key_values.23.valuepresent.23.value" />
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@@ -106893,7 +96278,7 @@
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 			</output>
 		</layer>
-		<layer id="6903" name="Assign_155399" type="Assign" version="opset6">
+		<layer id="6033" name="Assign_49903" type="Assign" version="opset6">
 			<data variable_id="past_key_values.24.keypresent.24.key" />
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@@ -106912,7 +96297,7 @@
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 			</output>
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-		<layer id="6902" name="Assign_155401" type="Assign" version="opset6">
+		<layer id="6032" name="Assign_49905" type="Assign" version="opset6">
 			<data variable_id="past_key_values.24.valuepresent.24.value" />
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@@ -106931,7 +96316,7 @@
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 			</output>
 		</layer>
-		<layer id="6901" name="Assign_155403" type="Assign" version="opset6">
+		<layer id="6031" name="Assign_49907" type="Assign" version="opset6">
 			<data variable_id="past_key_values.25.keypresent.25.key" />
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@@ -106950,7 +96335,7 @@
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 			</output>
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-		<layer id="6900" name="Assign_155405" type="Assign" version="opset6">
+		<layer id="6030" name="Assign_49909" type="Assign" version="opset6">
 			<data variable_id="past_key_values.25.valuepresent.25.value" />
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@@ -106969,7 +96354,7 @@
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 			</output>
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-		<layer id="6899" name="Assign_155407" type="Assign" version="opset6">
+		<layer id="6029" name="Assign_49911" type="Assign" version="opset6">
 			<data variable_id="past_key_values.26.keypresent.26.key" />
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@@ -106988,7 +96373,7 @@
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 			</output>
 		</layer>
-		<layer id="6898" name="Assign_155409" type="Assign" version="opset6">
+		<layer id="6028" name="Assign_49913" type="Assign" version="opset6">
 			<data variable_id="past_key_values.26.valuepresent.26.value" />
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@@ -107007,7 +96392,7 @@
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 			</output>
 		</layer>
-		<layer id="6897" name="Assign_155411" type="Assign" version="opset6">
+		<layer id="6027" name="Assign_49915" type="Assign" version="opset6">
 			<data variable_id="past_key_values.27.keypresent.27.key" />
 			<input>
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@@ -107026,7 +96411,7 @@
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 			</output>
 		</layer>
-		<layer id="6896" name="Assign_155413" type="Assign" version="opset6">
+		<layer id="6026" name="Assign_49917" type="Assign" version="opset6">
 			<data variable_id="past_key_values.27.valuepresent.27.value" />
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 				<port id="0" precision="FP32">
@@ -107045,7 +96430,7 @@
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 			</output>
 		</layer>
-		<layer id="6895" name="Assign_155415" type="Assign" version="opset6">
+		<layer id="6025" name="Assign_49919" type="Assign" version="opset6">
 			<data variable_id="past_key_values.28.keypresent.28.key" />
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@@ -107064,7 +96449,7 @@
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 			</output>
 		</layer>
-		<layer id="6894" name="Assign_155417" type="Assign" version="opset6">
+		<layer id="6024" name="Assign_49921" type="Assign" version="opset6">
 			<data variable_id="past_key_values.28.valuepresent.28.value" />
 			<input>
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@@ -107083,7 +96468,7 @@
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 			</output>
 		</layer>
-		<layer id="6893" name="Assign_155419" type="Assign" version="opset6">
+		<layer id="6023" name="Assign_49923" type="Assign" version="opset6">
 			<data variable_id="past_key_values.29.keypresent.29.key" />
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 				<port id="0" precision="FP32">
@@ -107102,7 +96487,7 @@
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 			</output>
 		</layer>
-		<layer id="6892" name="Assign_155421" type="Assign" version="opset6">
+		<layer id="6022" name="Assign_49925" type="Assign" version="opset6">
 			<data variable_id="past_key_values.29.valuepresent.29.value" />
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@@ -107121,7 +96506,7 @@
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 			</output>
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-		<layer id="6891" name="Assign_155423" type="Assign" version="opset6">
+		<layer id="6021" name="Assign_49927" type="Assign" version="opset6">
 			<data variable_id="past_key_values.3.keypresent.3.key" />
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@@ -107140,7 +96525,7 @@
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 			</output>
 		</layer>
-		<layer id="6890" name="Assign_155425" type="Assign" version="opset6">
+		<layer id="6020" name="Assign_49929" type="Assign" version="opset6">
 			<data variable_id="past_key_values.3.valuepresent.3.value" />
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@@ -107159,7 +96544,7 @@
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 		</layer>
-		<layer id="6889" name="Assign_155427" type="Assign" version="opset6">
+		<layer id="6019" name="Assign_49931" type="Assign" version="opset6">
 			<data variable_id="past_key_values.30.keypresent.30.key" />
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@@ -107178,7 +96563,7 @@
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 			</output>
 		</layer>
-		<layer id="6888" name="Assign_155429" type="Assign" version="opset6">
+		<layer id="6018" name="Assign_49933" type="Assign" version="opset6">
 			<data variable_id="past_key_values.30.valuepresent.30.value" />
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@@ -107197,7 +96582,7 @@
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-		<layer id="6887" name="Assign_155431" type="Assign" version="opset6">
+		<layer id="6017" name="Assign_49935" type="Assign" version="opset6">
 			<data variable_id="past_key_values.31.keypresent.31.key" />
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@@ -107216,7 +96601,7 @@
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-		<layer id="6828" name="Assign_155433" type="Assign" version="opset6">
+		<layer id="5977" name="Assign_49937" type="Assign" version="opset6">
 			<data variable_id="past_key_values.31.valuepresent.31.value" />
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@@ -107235,7 +96620,7 @@
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-		<layer id="2174" name="Assign_155435" type="Assign" version="opset6">
+		<layer id="1901" name="Assign_49939" type="Assign" version="opset6">
 			<data variable_id="past_key_values.4.keypresent.4.key" />
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@@ -107254,7 +96639,7 @@
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-		<layer id="2173" name="Assign_155437" type="Assign" version="opset6">
+		<layer id="1900" name="Assign_49941" type="Assign" version="opset6">
 			<data variable_id="past_key_values.4.valuepresent.4.value" />
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@@ -107273,7 +96658,7 @@
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 			</output>
 		</layer>
-		<layer id="2172" name="Assign_155439" type="Assign" version="opset6">
+		<layer id="1899" name="Assign_49943" type="Assign" version="opset6">
 			<data variable_id="past_key_values.5.keypresent.5.key" />
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@@ -107292,7 +96677,7 @@
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 			</output>
 		</layer>
-		<layer id="2171" name="Assign_155441" type="Assign" version="opset6">
+		<layer id="1898" name="Assign_49945" type="Assign" version="opset6">
 			<data variable_id="past_key_values.5.valuepresent.5.value" />
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@@ -107311,7 +96696,7 @@
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 			</output>
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-		<layer id="2170" name="Assign_155443" type="Assign" version="opset6">
+		<layer id="1897" name="Assign_49947" type="Assign" version="opset6">
 			<data variable_id="past_key_values.6.keypresent.6.key" />
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@@ -107330,7 +96715,7 @@
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-		<layer id="2169" name="Assign_155445" type="Assign" version="opset6">
+		<layer id="1896" name="Assign_49949" type="Assign" version="opset6">
 			<data variable_id="past_key_values.6.valuepresent.6.value" />
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@@ -107349,7 +96734,7 @@
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 			</output>
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-		<layer id="2168" name="Assign_155447" type="Assign" version="opset6">
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 			<data variable_id="past_key_values.7.keypresent.7.key" />
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@@ -107368,7 +96753,7 @@
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 			</output>
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-		<layer id="2167" name="Assign_155449" type="Assign" version="opset6">
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 			<data variable_id="past_key_values.7.valuepresent.7.value" />
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@@ -107387,7 +96772,7 @@
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 			</output>
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 			<data variable_id="past_key_values.8.keypresent.8.key" />
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@@ -107406,7 +96791,7 @@
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 			<data variable_id="past_key_values.8.valuepresent.8.value" />
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@@ -107425,7 +96810,7 @@
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 			<data variable_id="past_key_values.9.keypresent.9.key" />
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@@ -107444,7 +96829,7 @@
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 			<data variable_id="past_key_values.9.valuepresent.9.value" />
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@@ -107463,7 +96848,7 @@
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@@ -107474,145 +96859,144 @@
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 		<edge from-layer="4493" from-port="2" to-layer="4494" to-port="1" />
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@@ -112922,8 +102199,8 @@
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 		<edge from-layer="4506" from-port="0" to-layer="4507" to-port="0" />
@@ -112938,1246 +102215,1216 @@
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 		<edge from-layer="5896" from-port="2" to-layer="5898" to-port="0" />
@@ -114474,1253 +103715,276 @@
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+		<edge from-layer="6199" from-port="2" to-layer="6200" to-port="0" />
 	</edges>
 	<rt_info>
-		<Runtime_version value="2024.2.0-15519-5c0f38f83f6-releases/2024/2" />
+		<Runtime_version value="2024.5.0-16901-32aaa2fbd96" />
 		<conversion_parameters>
 			<framework value="pytorch" />
 			<is_python_object value="True" />
@@ -115728,23 +103992,24 @@
 		<nncf>
 			<friendly_names_were_updated value="True" />
 			<weight_compression>
+				<advanced_parameters value="{'awq_params': {'subset_size': 32, 'percent_to_apply': 0.002, 'alpha_min': 0.0, 'alpha_max': 1.0, 'steps': 100}, 'scale_estimation_params': {'subset_size': 64, 'initial_steps': 5, 'scale_steps': 5, 'weight_penalty': -1.0}, 'gptq_params': {'damp_percent': 0.1, 'block_size': 128, 'subset_size': 128}, 'lora_correction_params': {'adapter_rank': 8, 'num_iterations': 3, 'apply_regularization': True, 'subset_size': 128, 'use_int8_adapters': True}}" />
 				<all_layers value="False" />
 				<awq value="False" />
 				<gptq value="False" />
 				<group_size value="128" />
 				<ignored_scope value="[]" />
+				<lora_correction value="False" />
 				<mode value="int4_asym" />
-				<ratio value="0.8" />
+				<ratio value="1.0" />
 				<scale_estimation value="False" />
 				<sensitivity_metric value="weight_quantization_error" />
 			</weight_compression>
 		</nncf>
 		<optimum>
-			<nncf_version value="2.12.0.dev0+1f493751" />
-			<optimum_intel_version value="1.19.0.dev0+480eea1" />
-			<optimum_version value="1.21.2" />
-			<pytorch_version value="2.3.1+cpu" />
-			<transformers_version value="4.41.2" />
+			<optimum_intel_version value="1.20.0.dev0+2559620" />
+			<optimum_version value="1.23.1" />
+			<pytorch_version value="2.4.1+cpu" />
+			<transformers_version value="4.45.2" />
 		</optimum>
 	</rt_info>
 </net>