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mobilebert-uncased-finetuned-LoRA-intent-classifier

config.json

@@ -1,5 +1,5 @@
 {
-  "_name_or_path": "google/mobilebert-uncased",
+  "_name_or_path": "Mozilla/mobilebert-uncased-finetuned-LoRA-intent-classifier",
   "architectures": [
     "MobileBertForSequenceClassification"
   ],
@@ -42,8 +42,7 @@
   "num_feedforward_networks": 4,
   "num_hidden_layers": 24,
   "pad_token_id": 0,
-  "torch_dtype": "float32",
-  "transformers_version": "4.44.2",
+  "transformers_version": "4.43.4",
   "trigram_input": true,
   "true_hidden_size": 128,
   "type_vocab_size": 2,

onnx/model.onnx

@@ -0,0 +1,3 @@
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+size 99229763

onnx/model_fp16.onnx

@@ -0,0 +1,3 @@
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+size 50057815

onnx/model_q4.onnx

@@ -0,0 +1,3 @@
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+size 30936851

onnx/model_quantized.onnx

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+size 26952505

quantize_config.json

@@ -0,0 +1,11 @@
+{
+    "modes": [
+        "q4"
+    ],
+    "per_channel": true,
+    "reduce_range": true,
+    "block_size": null,
+    "is_symmetric": true,
+    "accuracy_level": null,
+    "quant_type": 1
+}