{ "original_ppl": 5.081289291381836, "reduced_ppl": [ { "bit": 1, "ppls": [ { "layer": "layer.0.self_attn.q_proj", "ppl": 29947.650390625 }, { "layer": "layer.0.self_attn.k_proj", "ppl": 29814.685546875 }, { "layer": "layer.0.self_attn.v_proj", "ppl": 22843.3671875 }, { "layer": "layer.0.self_attn.o_proj", "ppl": 30655.05859375 }, { "layer": "layer.0.mlp.gate_proj", "ppl": 29530.939453125 }, { "layer": "layer.0.mlp.up_proj", "ppl": 30489.716796875 }, { "layer": "layer.0.mlp.down_proj", "ppl": 29489.625 }, { "layer": "layer.1.self_attn.q_proj", "ppl": 30574.943359375 }, { "layer": "layer.1.self_attn.k_proj", "ppl": 30035.544921875 }, { "layer": "layer.1.self_attn.v_proj", "ppl": 32252.796875 }, { "layer": "layer.1.self_attn.o_proj", "ppl": 29014.8828125 }, { "layer": "layer.1.mlp.gate_proj", "ppl": 31124.921875 }, { "layer": "layer.1.mlp.up_proj", "ppl": 27548.158203125 }, { "layer": "layer.1.mlp.down_proj", "ppl": 19496.880859375 }, { "layer": "layer.2.self_attn.q_proj", "ppl": 30055.14453125 }, { "layer": "layer.2.self_attn.k_proj", "ppl": 29949.27734375 }, { "layer": "layer.2.self_attn.v_proj", "ppl": 28671.927734375 }, { "layer": "layer.2.self_attn.o_proj", "ppl": 31751.4296875 }, { "layer": "layer.2.mlp.gate_proj", "ppl": 39540.28515625 }, { "layer": "layer.2.mlp.up_proj", "ppl": 27177.533203125 }, { "layer": "layer.2.mlp.down_proj", "ppl": 24740.849609375 }, { "layer": "layer.3.self_attn.q_proj", "ppl": 30273.251953125 }, { "layer": "layer.3.self_attn.k_proj", "ppl": 30128.6953125 }, { "layer": "layer.3.self_attn.v_proj", "ppl": 34206.93359375 }, { "layer": "layer.3.self_attn.o_proj", "ppl": 29809.3671875 }, { "layer": "layer.3.mlp.gate_proj", "ppl": 39247.703125 }, { "layer": "layer.3.mlp.up_proj", "ppl": 36445.8203125 }, { "layer": "layer.3.mlp.down_proj", "ppl": 32332.9609375 }, { "layer": "layer.4.self_attn.q_proj", "ppl": 30209.08203125 }, { "layer": "layer.4.self_attn.k_proj", "ppl": 29627.443359375 }, { "layer": "layer.4.self_attn.v_proj", "ppl": 25225.16015625 }, { "layer": "layer.4.self_attn.o_proj", "ppl": 27694.751953125 }, { "layer": "layer.4.mlp.gate_proj", "ppl": 34478.51171875 }, { "layer": "layer.4.mlp.up_proj", "ppl": 30785.9609375 }, { "layer": "layer.4.mlp.down_proj", "ppl": 28890.30078125 }, { "layer": "layer.5.self_attn.q_proj", "ppl": 29594.798828125 }, { "layer": "layer.5.self_attn.k_proj", "ppl": 30169.265625 }, { "layer": "layer.5.self_attn.v_proj", "ppl": 27999.677734375 }, { "layer": "layer.5.self_attn.o_proj", "ppl": 24437.31640625 }, { "layer": "layer.5.mlp.gate_proj", "ppl": 33702.05078125 }, { "layer": "layer.5.mlp.up_proj", "ppl": 32831.140625 }, { "layer": "layer.5.mlp.down_proj", "ppl": 41156.7421875 }, { "layer": "layer.6.self_attn.q_proj", "ppl": 29782.03125 }, { "layer": "layer.6.self_attn.k_proj", "ppl": 30405.97265625 }, { "layer": "layer.6.self_attn.v_proj", "ppl": 30918.984375 }, { "layer": "layer.6.self_attn.o_proj", "ppl": 28495.396484375 }, { "layer": "layer.6.mlp.gate_proj", "ppl": 29168.890625 }, { "layer": "layer.6.mlp.up_proj", "ppl": 29305.208984375 }, { "layer": "layer.6.mlp.down_proj", "ppl": 30346.732421875 }, { "layer": "layer.7.self_attn.q_proj", "ppl": 29850.10546875 }, { "layer": "layer.7.self_attn.k_proj", "ppl": 30525.0078125 }, { "layer": "layer.7.self_attn.v_proj", "ppl": 32250.859375 }, { "layer": "layer.7.self_attn.o_proj", "ppl": 31106.583984375 }, { "layer": "layer.7.mlp.gate_proj", "ppl": 29076.681640625 }, { "layer": "layer.7.mlp.up_proj", "ppl": 31252.970703125 }, { "layer": "layer.7.mlp.down_proj", "ppl": 28207.927734375 }, { "layer": "layer.8.self_attn.q_proj", "ppl": 29986.91796875 }, { "layer": "layer.8.self_attn.k_proj", "ppl": 29874.568359375 }, { "layer": "layer.8.self_attn.v_proj", "ppl": 29762.58203125 }, { "layer": "layer.8.self_attn.o_proj", "ppl": 30401.5078125 }, { "layer": "layer.8.mlp.gate_proj", "ppl": 30715.55078125 }, { "layer": "layer.8.mlp.up_proj", "ppl": 31158.3046875 }, { "layer": "layer.8.mlp.down_proj", "ppl": 29505.435546875 }, { "layer": "layer.9.self_attn.q_proj", "ppl": 30454.58203125 }, { "layer": "layer.9.self_attn.k_proj", "ppl": 30870.369140625 }, { "layer": "layer.9.self_attn.v_proj", "ppl": 30243.2421875 }, { "layer": "layer.9.self_attn.o_proj", "ppl": 25874.681640625 }, { "layer": "layer.9.mlp.gate_proj", "ppl": 30336.19921875 }, { "layer": "layer.9.mlp.up_proj", "ppl": 30149.591796875 }, { "layer": "layer.9.mlp.down_proj", "ppl": 30288.791015625 }, { "layer": "layer.10.self_attn.q_proj", "ppl": 29836.55859375 }, { "layer": "layer.10.self_attn.k_proj", "ppl": 29796.662109375 }, { "layer": "layer.10.self_attn.v_proj", "ppl": 29395.6171875 }, { "layer": "layer.10.self_attn.o_proj", "ppl": 27423.15234375 }, { "layer": "layer.10.mlp.gate_proj", "ppl": 30854.859375 }, { "layer": "layer.10.mlp.up_proj", "ppl": 29949.05078125 }, { "layer": "layer.10.mlp.down_proj", "ppl": 30493.001953125 }, { "layer": "layer.11.self_attn.q_proj", "ppl": 30804.580078125 }, { "layer": "layer.11.self_attn.k_proj", "ppl": 30272.443359375 }, { "layer": "layer.11.self_attn.v_proj", "ppl": 29425.939453125 }, { "layer": "layer.11.self_attn.o_proj", "ppl": 29695.8984375 }, { "layer": "layer.11.mlp.gate_proj", "ppl": 30058.46875 }, { "layer": "layer.11.mlp.up_proj", "ppl": 30556.173828125 }, { "layer": "layer.11.mlp.down_proj", "ppl": 32415.705078125 }, { "layer": "layer.12.self_attn.q_proj", "ppl": 30122.806640625 }, { "layer": "layer.12.self_attn.k_proj", "ppl": 30032.537109375 }, { "layer": "layer.12.self_attn.v_proj", "ppl": 28879.998046875 }, { "layer": "layer.12.self_attn.o_proj", "ppl": 28992.8359375 }, { "layer": "layer.12.mlp.gate_proj", "ppl": 29939.826171875 }, { "layer": "layer.12.mlp.up_proj", "ppl": 30070.626953125 }, { "layer": "layer.12.mlp.down_proj", "ppl": 29623.515625 }, { "layer": "layer.13.self_attn.q_proj", "ppl": 30511.736328125 }, { "layer": "layer.13.self_attn.k_proj", "ppl": 30322.77734375 }, { "layer": "layer.13.self_attn.v_proj", "ppl": 32146.517578125 }, { "layer": "layer.13.self_attn.o_proj", "ppl": 30471.869140625 }, { "layer": "layer.13.mlp.gate_proj", "ppl": 28578.537109375 }, { "layer": "layer.13.mlp.up_proj", "ppl": 33444.8515625 }, { "layer": "layer.13.mlp.down_proj", "ppl": 33036.203125 }, { "layer": "layer.14.self_attn.q_proj", "ppl": 30658.978515625 }, { "layer": "layer.14.self_attn.k_proj", "ppl": 30671.259765625 }, { "layer": "layer.14.self_attn.v_proj", "ppl": 29046.001953125 }, { "layer": "layer.14.self_attn.o_proj", "ppl": 28482.734375 }, { "layer": "layer.14.mlp.gate_proj", "ppl": 29223.326171875 }, { "layer": "layer.14.mlp.up_proj", "ppl": 30342.216796875 }, { "layer": "layer.14.mlp.down_proj", "ppl": 30593.90234375 }, { "layer": "layer.15.self_attn.q_proj", "ppl": 30087.08984375 }, { "layer": "layer.15.self_attn.k_proj", "ppl": 30332.466796875 }, { "layer": "layer.15.self_attn.v_proj", "ppl": 28773.3046875 }, { "layer": "layer.15.self_attn.o_proj", "ppl": 31992.86328125 }, { "layer": "layer.15.mlp.gate_proj", "ppl": 29840.19921875 }, { "layer": "layer.15.mlp.up_proj", "ppl": 30197.1875 }, { "layer": "layer.15.mlp.down_proj", "ppl": 29068.390625 }, { "layer": "layer.16.self_attn.q_proj", "ppl": 30897.2890625 }, { "layer": "layer.16.self_attn.k_proj", "ppl": 30317.224609375 }, { "layer": "layer.16.self_attn.v_proj", "ppl": 29493.67578125 }, { "layer": "layer.16.self_attn.o_proj", "ppl": 28517.525390625 }, { "layer": "layer.16.mlp.gate_proj", "ppl": 29977.740234375 }, { "layer": "layer.16.mlp.up_proj", "ppl": 29040.158203125 }, { "layer": "layer.16.mlp.down_proj", "ppl": 30136.712890625 }, { "layer": "layer.17.self_attn.q_proj", "ppl": 29905.041015625 }, { "layer": "layer.17.self_attn.k_proj", "ppl": 30205.021484375 }, { "layer": "layer.17.self_attn.v_proj", "ppl": 30044.0234375 }, { "layer": "layer.17.self_attn.o_proj", "ppl": 31967.853515625 }, { "layer": "layer.17.mlp.gate_proj", "ppl": 29922.8984375 }, { "layer": "layer.17.mlp.up_proj", "ppl": 30843.03125 }, { "layer": "layer.17.mlp.down_proj", "ppl": 31061.998046875 }, { "layer": "layer.18.self_attn.q_proj", "ppl": 30393.072265625 }, { "layer": "layer.18.self_attn.k_proj", "ppl": 30460.5078125 }, { "layer": "layer.18.self_attn.v_proj", "ppl": 30377.423828125 }, { "layer": "layer.18.self_attn.o_proj", "ppl": 32912.6484375 }, { "layer": "layer.18.mlp.gate_proj", "ppl": 30922.138671875 }, { "layer": "layer.18.mlp.up_proj", "ppl": 30411.91796875 }, { "layer": "layer.18.mlp.down_proj", "ppl": 30384.205078125 }, { "layer": "layer.19.self_attn.q_proj", "ppl": 30661.083984375 }, { "layer": "layer.19.self_attn.k_proj", "ppl": 30646.291015625 }, { "layer": "layer.19.self_attn.v_proj", "ppl": 29184.083984375 }, { "layer": "layer.19.self_attn.o_proj", "ppl": 29928.236328125 }, { "layer": "layer.19.mlp.gate_proj", "ppl": 28024.041015625 }, { "layer": "layer.19.mlp.up_proj", "ppl": 29613.771484375 }, { "layer": "layer.19.mlp.down_proj", "ppl": 29684.798828125 }, { "layer": "layer.20.self_attn.q_proj", "ppl": 29818.86328125 }, { "layer": "layer.20.self_attn.k_proj", "ppl": 30285.78515625 }, { "layer": "layer.20.self_attn.v_proj", "ppl": 27106.248046875 }, { "layer": "layer.20.self_attn.o_proj", "ppl": 28922.912109375 }, { "layer": "layer.20.mlp.gate_proj", "ppl": 29458.875 }, { "layer": "layer.20.mlp.up_proj", "ppl": 28648.095703125 }, { "layer": "layer.20.mlp.down_proj", "ppl": 30766.296875 }, { "layer": "layer.21.self_attn.q_proj", "ppl": 30552.44140625 }, { "layer": "layer.21.self_attn.k_proj", "ppl": 30385.884765625 }, { "layer": "layer.21.self_attn.v_proj", "ppl": 28919.576171875 }, { "layer": "layer.21.self_attn.o_proj", "ppl": 28149.396484375 }, { "layer": "layer.21.mlp.gate_proj", "ppl": 31215.46875 }, { "layer": "layer.21.mlp.up_proj", "ppl": 31109.193359375 }, { "layer": "layer.21.mlp.down_proj", "ppl": 30751.16015625 }, { "layer": "layer.22.self_attn.q_proj", "ppl": 30058.78515625 }, { "layer": "layer.22.self_attn.k_proj", "ppl": 30170.21484375 }, { "layer": "layer.22.self_attn.v_proj", "ppl": 30147.982421875 }, { "layer": "layer.22.self_attn.o_proj", "ppl": 29144.64453125 }, { "layer": "layer.22.mlp.gate_proj", "ppl": 29426.078125 }, { "layer": "layer.22.mlp.up_proj", "ppl": 29007.328125 }, { "layer": "layer.22.mlp.down_proj", "ppl": 30122.462890625 }, { "layer": "layer.23.self_attn.q_proj", "ppl": 29739.259765625 }, { "layer": "layer.23.self_attn.k_proj", "ppl": 30745.880859375 }, { "layer": "layer.23.self_attn.v_proj", "ppl": 28120.0703125 }, { "layer": "layer.23.self_attn.o_proj", "ppl": 29870.265625 }, { "layer": "layer.23.mlp.gate_proj", "ppl": 29373.53515625 }, { "layer": "layer.23.mlp.up_proj", "ppl": 30618.421875 }, { "layer": "layer.23.mlp.down_proj", "ppl": 30814.513671875 }, { "layer": "layer.24.self_attn.q_proj", "ppl": 30171.251953125 }, { "layer": "layer.24.self_attn.k_proj", "ppl": 30175.13671875 }, { "layer": "layer.24.self_attn.v_proj", "ppl": 29039.130859375 }, { "layer": "layer.24.self_attn.o_proj", "ppl": 27795.7734375 }, { "layer": "layer.24.mlp.gate_proj", "ppl": 29893.578125 }, { "layer": "layer.24.mlp.up_proj", "ppl": 28076.794921875 }, { "layer": "layer.24.mlp.down_proj", "ppl": 29808.544921875 }, { "layer": "layer.25.self_attn.q_proj", "ppl": 30028.78515625 }, { "layer": "layer.25.self_attn.k_proj", "ppl": 30811.927734375 }, { "layer": "layer.25.self_attn.v_proj", "ppl": 29663.1796875 }, { "layer": "layer.25.self_attn.o_proj", "ppl": 29815.48046875 }, { "layer": "layer.25.mlp.gate_proj", "ppl": 29532.462890625 }, { "layer": "layer.25.mlp.up_proj", "ppl": 29988.318359375 }, { "layer": "layer.25.mlp.down_proj", "ppl": 30896.0234375 }, { "layer": "layer.26.self_attn.q_proj", "ppl": 30347.802734375 }, { "layer": "layer.26.self_attn.k_proj", "ppl": 30121.3125 }, { "layer": "layer.26.self_attn.v_proj", "ppl": 29705.2734375 }, { "layer": "layer.26.self_attn.o_proj", "ppl": 29584.384765625 }, { "layer": "layer.26.mlp.gate_proj", "ppl": 31328.021484375 }, { "layer": "layer.26.mlp.up_proj", "ppl": 30836.3828125 }, { "layer": "layer.26.mlp.down_proj", "ppl": 30513.568359375 }, { "layer": "layer.27.self_attn.q_proj", "ppl": 30157.52734375 }, { "layer": "layer.27.self_attn.k_proj", "ppl": 30336.576171875 }, { "layer": "layer.27.self_attn.v_proj", "ppl": 27457.25 }, { "layer": "layer.27.self_attn.o_proj", "ppl": 32671.689453125 }, { "layer": "layer.27.mlp.gate_proj", "ppl": 28975.6171875 }, { "layer": "layer.27.mlp.up_proj", "ppl": 27805.69140625 }, { "layer": "layer.27.mlp.down_proj", "ppl": 30041.4453125 }, { "layer": "layer.28.self_attn.q_proj", "ppl": 30526.98828125 }, { "layer": "layer.28.self_attn.k_proj", "ppl": 30108.388671875 }, { "layer": "layer.28.self_attn.v_proj", "ppl": 31248.6796875 }, { "layer": "layer.28.self_attn.o_proj", "ppl": 27813.515625 }, { "layer": "layer.28.mlp.gate_proj", "ppl": 30345.0234375 }, { "layer": "layer.28.mlp.up_proj", "ppl": 31901.216796875 }, { "layer": "layer.28.mlp.down_proj", "ppl": 31679.052734375 }, { "layer": "layer.29.self_attn.q_proj", "ppl": 29885.73828125 }, { "layer": "layer.29.self_attn.k_proj", "ppl": 30415.6015625 }, { "layer": "layer.29.self_attn.v_proj", "ppl": 29077.431640625 }, { "layer": "layer.29.self_attn.o_proj", "ppl": 28098.544921875 }, { "layer": "layer.29.mlp.gate_proj", "ppl": 30124.0703125 }, { "layer": "layer.29.mlp.up_proj", "ppl": 30655.52734375 }, { "layer": "layer.29.mlp.down_proj", "ppl": 32543.755859375 }, { "layer": "layer.30.self_attn.q_proj", "ppl": 30115.1953125 }, { "layer": "layer.30.self_attn.k_proj", "ppl": 30135.162109375 }, { "layer": "layer.30.self_attn.v_proj", "ppl": 30559.845703125 }, { "layer": "layer.30.self_attn.o_proj", "ppl": 29577.1640625 }, { "layer": "layer.30.mlp.gate_proj", "ppl": 29805.841796875 }, { "layer": "layer.30.mlp.up_proj", "ppl": 30948.6328125 }, { "layer": "layer.30.mlp.down_proj", "ppl": 29381.26953125 }, { "layer": "layer.31.self_attn.q_proj", "ppl": 30202.02734375 }, { "layer": "layer.31.self_attn.k_proj", "ppl": 30656.404296875 }, { "layer": "layer.31.self_attn.v_proj", "ppl": 34327.78515625 }, { "layer": "layer.31.self_attn.o_proj", "ppl": 32092.728515625 }, { "layer": "layer.31.mlp.gate_proj", "ppl": 32556.140625 }, { "layer": "layer.31.mlp.up_proj", "ppl": 30318.32421875 }, { "layer": "layer.31.mlp.down_proj", "ppl": 30796.208984375 }, { "layer": "layer.32.self_attn.q_proj", "ppl": 31005.115234375 }, { "layer": "layer.32.self_attn.k_proj", "ppl": 29914.794921875 }, { "layer": "layer.32.self_attn.v_proj", "ppl": 30632.3828125 }, { "layer": "layer.32.self_attn.o_proj", "ppl": 29397.30078125 }, { "layer": "layer.32.mlp.gate_proj", "ppl": 31508.546875 }, { "layer": "layer.32.mlp.up_proj", "ppl": 31431.984375 }, { "layer": "layer.32.mlp.down_proj", "ppl": 29727.833984375 }, { "layer": "layer.33.self_attn.q_proj", "ppl": 30224.125 }, { "layer": "layer.33.self_attn.k_proj", "ppl": 30432.865234375 }, { "layer": "layer.33.self_attn.v_proj", "ppl": 30968.619140625 }, { "layer": "layer.33.self_attn.o_proj", "ppl": 25912.044921875 }, { "layer": "layer.33.mlp.gate_proj", "ppl": 31535.78125 }, { "layer": "layer.33.mlp.up_proj", "ppl": 28455.123046875 }, { "layer": "layer.33.mlp.down_proj", "ppl": 29169.251953125 }, { "layer": "layer.34.self_attn.q_proj", "ppl": 30632.8515625 }, { "layer": "layer.34.self_attn.k_proj", "ppl": 30357.93359375 }, { "layer": "layer.34.self_attn.v_proj", "ppl": 30247.712890625 }, { "layer": "layer.34.self_attn.o_proj", "ppl": 28921.478515625 }, { "layer": "layer.34.mlp.gate_proj", "ppl": 30756.236328125 }, { "layer": "layer.34.mlp.up_proj", "ppl": 30114.533203125 }, { "layer": "layer.34.mlp.down_proj", "ppl": 29219.814453125 }, { "layer": "layer.35.self_attn.q_proj", "ppl": 29779.248046875 }, { "layer": "layer.35.self_attn.k_proj", "ppl": 29968.650390625 }, { "layer": "layer.35.self_attn.v_proj", "ppl": 30872.341796875 }, { "layer": "layer.35.self_attn.o_proj", "ppl": 33409.8125 }, { "layer": "layer.35.mlp.gate_proj", "ppl": 31156.431640625 }, { "layer": "layer.35.mlp.up_proj", "ppl": 28153.5859375 }, { "layer": "layer.35.mlp.down_proj", "ppl": 28275.4765625 }, { "layer": "layer.36.self_attn.q_proj", "ppl": 28877.986328125 }, { "layer": "layer.36.self_attn.k_proj", "ppl": 29384.181640625 }, { "layer": "layer.36.self_attn.v_proj", "ppl": 29172.53515625 }, { "layer": "layer.36.self_attn.o_proj", "ppl": 31263.107421875 }, { "layer": "layer.36.mlp.gate_proj", "ppl": 30679.451171875 }, { "layer": "layer.36.mlp.up_proj", "ppl": 30751.982421875 }, { "layer": "layer.36.mlp.down_proj", "ppl": 30194.7109375 }, { "layer": "layer.37.self_attn.q_proj", "ppl": 30062.7421875 }, { "layer": "layer.37.self_attn.k_proj", "ppl": 30152.064453125 }, { "layer": "layer.37.self_attn.v_proj", "ppl": 28762.193359375 }, { "layer": "layer.37.self_attn.o_proj", "ppl": 31030.791015625 }, { "layer": "layer.37.mlp.gate_proj", "ppl": 28417.345703125 }, { "layer": "layer.37.mlp.up_proj", "ppl": 28596.6953125 }, { "layer": "layer.37.mlp.down_proj", "ppl": 30758.083984375 }, { "layer": "layer.38.self_attn.q_proj", "ppl": 31010.498046875 }, { "layer": "layer.38.self_attn.k_proj", "ppl": 30045.5703125 }, { "layer": "layer.38.self_attn.v_proj", "ppl": 30205.884765625 }, { "layer": "layer.38.self_attn.o_proj", "ppl": 32418.48828125 }, { "layer": "layer.38.mlp.gate_proj", "ppl": 28039.734375 }, { "layer": "layer.38.mlp.up_proj", "ppl": 30046.314453125 }, { "layer": "layer.38.mlp.down_proj", "ppl": 27574.048828125 }, { "layer": "layer.39.self_attn.q_proj", "ppl": 29877.787109375 }, { "layer": "layer.39.self_attn.k_proj", "ppl": 29640.8671875 }, { "layer": "layer.39.self_attn.v_proj", "ppl": 26718.625 }, { "layer": "layer.39.self_attn.o_proj", "ppl": 25881.59375 }, { "layer": "layer.39.mlp.gate_proj", "ppl": 27701.75 }, { "layer": "layer.39.mlp.up_proj", "ppl": 28720.75 }, { "layer": "layer.39.mlp.down_proj", "ppl": 31011.05859375 }, { "layer": "layer.40.self_attn.q_proj", "ppl": 30170.244140625 }, { "layer": "layer.40.self_attn.k_proj", "ppl": 30152.294921875 }, { "layer": "layer.40.self_attn.v_proj", "ppl": 29506.84375 }, { "layer": "layer.40.self_attn.o_proj", "ppl": 31440.830078125 }, { "layer": "layer.40.mlp.gate_proj", "ppl": 29001.658203125 }, { "layer": "layer.40.mlp.up_proj", "ppl": 30056.291015625 }, { "layer": "layer.40.mlp.down_proj", "ppl": 30814.923828125 }, { "layer": "layer.41.self_attn.q_proj", "ppl": 30522.38671875 }, { "layer": "layer.41.self_attn.k_proj", "ppl": 30216.486328125 }, { "layer": "layer.41.self_attn.v_proj", "ppl": 27017.828125 }, { "layer": "layer.41.self_attn.o_proj", "ppl": 32816.9921875 }, { "layer": "layer.41.mlp.gate_proj", "ppl": 26859.880859375 }, { "layer": "layer.41.mlp.up_proj", "ppl": 30316.67578125 }, { "layer": "layer.41.mlp.down_proj", "ppl": 30122.576171875 }, { "layer": "layer.42.self_attn.q_proj", "ppl": 30531.529296875 }, { "layer": "layer.42.self_attn.k_proj", "ppl": 31140.125 }, { "layer": "layer.42.self_attn.v_proj", "ppl": 31229.046875 }, { "layer": "layer.42.self_attn.o_proj", "ppl": 30917.3046875 }, { "layer": "layer.42.mlp.gate_proj", "ppl": 28426.345703125 }, { "layer": "layer.42.mlp.up_proj", "ppl": 28887.05078125 }, { "layer": "layer.42.mlp.down_proj", "ppl": 28867.22265625 }, { "layer": "layer.43.self_attn.q_proj", "ppl": 30461.728515625 }, { "layer": "layer.43.self_attn.k_proj", "ppl": 30399.36328125 }, { "layer": "layer.43.self_attn.v_proj", "ppl": 33694.3046875 }, { "layer": "layer.43.self_attn.o_proj", "ppl": 27749.478515625 }, { "layer": "layer.43.mlp.gate_proj", "ppl": 30426.80078125 }, { "layer": "layer.43.mlp.up_proj", "ppl": 30397.302734375 }, { "layer": "layer.43.mlp.down_proj", "ppl": 28625.345703125 }, { "layer": "layer.44.self_attn.q_proj", "ppl": 29805.501953125 }, { "layer": "layer.44.self_attn.k_proj", "ppl": 30610.890625 }, { "layer": "layer.44.self_attn.v_proj", "ppl": 29148.42578125 }, { "layer": "layer.44.self_attn.o_proj", "ppl": 35152.60546875 }, { "layer": "layer.44.mlp.gate_proj", "ppl": 30727.62109375 }, { "layer": "layer.44.mlp.up_proj", "ppl": 31595.056640625 }, { "layer": "layer.44.mlp.down_proj", "ppl": 31591.501953125 }, { "layer": "layer.45.self_attn.q_proj", "ppl": 29630.86328125 }, { "layer": "layer.45.self_attn.k_proj", "ppl": 30254.08984375 }, { "layer": "layer.45.self_attn.v_proj", "ppl": 25734.068359375 }, { "layer": "layer.45.self_attn.o_proj", "ppl": 31297.98046875 }, { "layer": "layer.45.mlp.gate_proj", "ppl": 29166.193359375 }, { "layer": "layer.45.mlp.up_proj", "ppl": 32902.44921875 }, { "layer": "layer.45.mlp.down_proj", "ppl": 29139.697265625 }, { "layer": "layer.46.self_attn.q_proj", "ppl": 30484.1328125 }, { "layer": "layer.46.self_attn.k_proj", "ppl": 30416.240234375 }, { "layer": "layer.46.self_attn.v_proj", "ppl": 31969.255859375 }, { "layer": "layer.46.self_attn.o_proj", "ppl": 29346.76953125 }, { "layer": "layer.46.mlp.gate_proj", "ppl": 31067.33203125 }, { "layer": "layer.46.mlp.up_proj", "ppl": 31286.369140625 }, { "layer": "layer.46.mlp.down_proj", "ppl": 29829.416015625 }, { "layer": "layer.47.self_attn.q_proj", "ppl": 30386.40625 }, { "layer": "layer.47.self_attn.k_proj", "ppl": 30289.626953125 }, { "layer": "layer.47.self_attn.v_proj", "ppl": 30995.064453125 }, { "layer": "layer.47.self_attn.o_proj", "ppl": 29463.14453125 }, { "layer": "layer.47.mlp.gate_proj", "ppl": 30718.44921875 }, { "layer": "layer.47.mlp.up_proj", "ppl": 31379.271484375 }, { "layer": "layer.47.mlp.down_proj", "ppl": 30247.740234375 }, { "layer": "layer.48.self_attn.q_proj", "ppl": 30460.828125 }, { "layer": "layer.48.self_attn.k_proj", "ppl": 30511.18359375 }, { "layer": "layer.48.self_attn.v_proj", "ppl": 29899.28125 }, { "layer": "layer.48.self_attn.o_proj", "ppl": 30567.65625 }, { "layer": "layer.48.mlp.gate_proj", "ppl": 30267.59375 }, { "layer": "layer.48.mlp.up_proj", "ppl": 30172.66015625 }, { "layer": "layer.48.mlp.down_proj", "ppl": 31131.275390625 }, { "layer": "layer.49.self_attn.q_proj", "ppl": 30330.240234375 }, { "layer": "layer.49.self_attn.k_proj", "ppl": 30321.41796875 }, { "layer": "layer.49.self_attn.v_proj", "ppl": 30176.11328125 }, { "layer": "layer.49.self_attn.o_proj", "ppl": 31597.91796875 }, { "layer": "layer.49.mlp.gate_proj", "ppl": 29963.478515625 }, { "layer": "layer.49.mlp.up_proj", "ppl": 30308.033203125 }, { "layer": "layer.49.mlp.down_proj", "ppl": 29126.66796875 }, { "layer": "layer.50.self_attn.q_proj", "ppl": 30205.80078125 }, { "layer": "layer.50.self_attn.k_proj", "ppl": 30830.15234375 }, { "layer": "layer.50.self_attn.v_proj", "ppl": 28555.517578125 }, { "layer": "layer.50.self_attn.o_proj", "ppl": 30324.048828125 }, { "layer": "layer.50.mlp.gate_proj", "ppl": 30279.14453125 }, { "layer": "layer.50.mlp.up_proj", "ppl": 27907.7578125 }, { "layer": "layer.50.mlp.down_proj", "ppl": 30338.33984375 }, { "layer": "layer.51.self_attn.q_proj", "ppl": 30267.56640625 }, { "layer": "layer.51.self_attn.k_proj", "ppl": 30253.857421875 }, { "layer": "layer.51.self_attn.v_proj", "ppl": 32974.94921875 }, { "layer": "layer.51.self_attn.o_proj", "ppl": 30282.43359375 }, { "layer": "layer.51.mlp.gate_proj", "ppl": 29610.580078125 }, { "layer": "layer.51.mlp.up_proj", "ppl": 31918.015625 }, { "layer": "layer.51.mlp.down_proj", "ppl": 28719.107421875 }, { "layer": "layer.52.self_attn.q_proj", "ppl": 30615.501953125 }, { "layer": "layer.52.self_attn.k_proj", "ppl": 29643.833984375 }, { "layer": "layer.52.self_attn.v_proj", "ppl": 27136.873046875 }, { "layer": "layer.52.self_attn.o_proj", "ppl": 29938.083984375 }, { "layer": "layer.52.mlp.gate_proj", "ppl": 30661.66796875 }, { "layer": "layer.52.mlp.up_proj", "ppl": 30594.138671875 }, { "layer": "layer.52.mlp.down_proj", "ppl": 30657.865234375 }, { "layer": "layer.53.self_attn.q_proj", "ppl": 30525.181640625 }, { "layer": "layer.53.self_attn.k_proj", "ppl": 30413.685546875 }, { "layer": "layer.53.self_attn.v_proj", "ppl": 28343.888671875 }, { "layer": "layer.53.self_attn.o_proj", "ppl": 31204.306640625 }, { "layer": "layer.53.mlp.gate_proj", "ppl": 29178.935546875 }, { "layer": "layer.53.mlp.up_proj", "ppl": 29612.44140625 }, { "layer": "layer.53.mlp.down_proj", "ppl": 28935.630859375 }, { "layer": "layer.54.self_attn.q_proj", "ppl": 30437.625 }, { "layer": "layer.54.self_attn.k_proj", "ppl": 30240.876953125 }, { "layer": "layer.54.self_attn.v_proj", "ppl": 31763.939453125 }, { "layer": "layer.54.self_attn.o_proj", "ppl": 33349.875 }, { "layer": "layer.54.mlp.gate_proj", "ppl": 30346.44140625 }, { "layer": "layer.54.mlp.up_proj", "ppl": 29547.955078125 }, { "layer": "layer.54.mlp.down_proj", "ppl": 30953.767578125 }, { "layer": "layer.55.self_attn.q_proj", "ppl": 30149.302734375 }, { "layer": "layer.55.self_attn.k_proj", "ppl": 30065.578125 }, { "layer": "layer.55.self_attn.v_proj", "ppl": 28957.24609375 }, { "layer": "layer.55.self_attn.o_proj", "ppl": 30469.45703125 }, { "layer": "layer.55.mlp.gate_proj", "ppl": 30257.43359375 }, { "layer": "layer.55.mlp.up_proj", "ppl": 29938.255859375 }, { "layer": "layer.55.mlp.down_proj", "ppl": 30499.341796875 }, { "layer": "layer.56.self_attn.q_proj", "ppl": 30093.748046875 }, { "layer": "layer.56.self_attn.k_proj", "ppl": 30213.921875 }, { "layer": "layer.56.self_attn.v_proj", "ppl": 29357.826171875 }, { "layer": "layer.56.self_attn.o_proj", "ppl": 30938.361328125 }, { "layer": "layer.56.mlp.gate_proj", "ppl": 30149.822265625 }, { "layer": "layer.56.mlp.up_proj", "ppl": 30041.55859375 }, { "layer": "layer.56.mlp.down_proj", "ppl": 29676.08203125 }, { "layer": "layer.57.self_attn.q_proj", "ppl": 30222.310546875 }, { "layer": "layer.57.self_attn.k_proj", "ppl": 30052.44921875 }, { "layer": "layer.57.self_attn.v_proj", "ppl": 32648.078125 }, { "layer": "layer.57.self_attn.o_proj", "ppl": 30373.572265625 }, { "layer": "layer.57.mlp.gate_proj", "ppl": 29567.771484375 }, { "layer": "layer.57.mlp.up_proj", "ppl": 30188.921875 }, { "layer": "layer.57.mlp.down_proj", "ppl": 29943.109375 }, { "layer": "layer.58.self_attn.q_proj", "ppl": 30329.978515625 }, { "layer": "layer.58.self_attn.k_proj", "ppl": 30018.8203125 }, { "layer": "layer.58.self_attn.v_proj", "ppl": 30531.20703125 }, { "layer": "layer.58.self_attn.o_proj", "ppl": 31325.810546875 }, { "layer": "layer.58.mlp.gate_proj", "ppl": 29798.283203125 }, { "layer": "layer.58.mlp.up_proj", "ppl": 30103.994140625 }, { "layer": "layer.58.mlp.down_proj", "ppl": 30674.361328125 }, { "layer": "layer.59.self_attn.q_proj", "ppl": 30568.939453125 }, { "layer": "layer.59.self_attn.k_proj", "ppl": 28974.509765625 }, { "layer": "layer.59.self_attn.v_proj", "ppl": 29931.0625 }, { "layer": "layer.59.self_attn.o_proj", "ppl": 31174.353515625 }, { "layer": "layer.59.mlp.gate_proj", "ppl": 29671.978515625 }, { "layer": "layer.59.mlp.up_proj", "ppl": 30274.927734375 }, { "layer": "layer.59.mlp.down_proj", "ppl": 30223.6640625 }, { "layer": "layer.60.self_attn.q_proj", "ppl": 30141.484375 }, { "layer": "layer.60.self_attn.k_proj", "ppl": 30069.048828125 }, { "layer": "layer.60.self_attn.v_proj", "ppl": 31714.1171875 }, { "layer": "layer.60.self_attn.o_proj", "ppl": 31977.916015625 }, { "layer": "layer.60.mlp.gate_proj", "ppl": 29638.548828125 }, { "layer": "layer.60.mlp.up_proj", "ppl": 27450.310546875 }, { "layer": "layer.60.mlp.down_proj", "ppl": 27530.087890625 }, { "layer": "layer.61.self_attn.q_proj", "ppl": 30270.65234375 }, { "layer": "layer.61.self_attn.k_proj", "ppl": 30476.0546875 }, { "layer": "layer.61.self_attn.v_proj", "ppl": 31204.275390625 }, { "layer": "layer.61.self_attn.o_proj", "ppl": 31771.90625 }, { "layer": "layer.61.mlp.gate_proj", "ppl": 30881.705078125 }, { "layer": "layer.61.mlp.up_proj", "ppl": 31781.939453125 }, { "layer": "layer.61.mlp.down_proj", "ppl": 29962.8203125 }, { "layer": "layer.62.self_attn.q_proj", "ppl": 29691.509765625 }, { "layer": "layer.62.self_attn.k_proj", "ppl": 29041.90234375 }, { "layer": "layer.62.self_attn.v_proj", "ppl": 25519.78125 }, { "layer": "layer.62.self_attn.o_proj", "ppl": 32292.591796875 }, { "layer": "layer.62.mlp.gate_proj", "ppl": 28825.021484375 }, { "layer": "layer.62.mlp.up_proj", "ppl": 25378.50390625 }, { "layer": "layer.62.mlp.down_proj", "ppl": 27084.12890625 }, { "layer": "layer.63.self_attn.q_proj", "ppl": 30210.12109375 }, { "layer": "layer.63.self_attn.k_proj", "ppl": 30401.21875 }, { "layer": "layer.63.self_attn.v_proj", "ppl": 29138.169921875 }, { "layer": "layer.63.self_attn.o_proj", "ppl": 38790.4140625 }, { "layer": "layer.63.mlp.gate_proj", "ppl": 26192.5703125 }, { "layer": "layer.63.mlp.up_proj", "ppl": 36417.8828125 }, { "layer": "layer.63.mlp.down_proj", "ppl": 18247.2109375 } ] }, { "bit": 2, "ppls": [ { "layer": "layer.0.self_attn.q_proj", "ppl": 19.915250778198242 }, { "layer": "layer.0.self_attn.k_proj", "ppl": 20.066425323486328 }, { "layer": "layer.0.self_attn.v_proj", "ppl": 16.49408721923828 }, { "layer": "layer.0.self_attn.o_proj", "ppl": 17.204816818237305 }, { "layer": "layer.0.mlp.gate_proj", "ppl": 17.347110748291016 }, { "layer": "layer.0.mlp.up_proj", "ppl": 18.670944213867188 }, { "layer": "layer.0.mlp.down_proj", "ppl": 17.7055606842041 }, { "layer": "layer.1.self_attn.q_proj", "ppl": 20.84415626525879 }, { "layer": "layer.1.self_attn.k_proj", "ppl": 20.855709075927734 }, { "layer": "layer.1.self_attn.v_proj", "ppl": 22.237804412841797 }, { "layer": "layer.1.self_attn.o_proj", "ppl": 26.502981185913086 }, { "layer": "layer.1.mlp.gate_proj", "ppl": 19.0518741607666 }, { "layer": "layer.1.mlp.up_proj", "ppl": 22.976619720458984 }, { "layer": "layer.1.mlp.down_proj", "ppl": 21.240219116210938 }, { "layer": "layer.2.self_attn.q_proj", "ppl": 20.816246032714844 }, { "layer": "layer.2.self_attn.k_proj", "ppl": 20.776351928710938 }, { "layer": "layer.2.self_attn.v_proj", "ppl": 22.232397079467773 }, { "layer": "layer.2.self_attn.o_proj", "ppl": 22.0552978515625 }, { "layer": "layer.2.mlp.gate_proj", "ppl": 20.33908462524414 }, { "layer": "layer.2.mlp.up_proj", "ppl": 21.31300926208496 }, { "layer": "layer.2.mlp.down_proj", "ppl": 21.696290969848633 }, { "layer": "layer.3.self_attn.q_proj", "ppl": 20.828195571899414 }, { "layer": "layer.3.self_attn.k_proj", "ppl": 20.80643081665039 }, { "layer": "layer.3.self_attn.v_proj", "ppl": 21.875999450683594 }, { "layer": "layer.3.self_attn.o_proj", "ppl": 20.319793701171875 }, { "layer": "layer.3.mlp.gate_proj", "ppl": 19.571985244750977 }, { "layer": "layer.3.mlp.up_proj", "ppl": 20.323078155517578 }, { "layer": "layer.3.mlp.down_proj", "ppl": 22.25143814086914 }, { "layer": "layer.4.self_attn.q_proj", "ppl": 20.766754150390625 }, { "layer": "layer.4.self_attn.k_proj", "ppl": 20.78903579711914 }, { "layer": "layer.4.self_attn.v_proj", "ppl": 18.52810287475586 }, { "layer": "layer.4.self_attn.o_proj", "ppl": 21.321901321411133 }, { "layer": "layer.4.mlp.gate_proj", "ppl": 19.10955810546875 }, { "layer": "layer.4.mlp.up_proj", "ppl": 20.18661880493164 }, { "layer": "layer.4.mlp.down_proj", "ppl": 19.846967697143555 }, { "layer": "layer.5.self_attn.q_proj", "ppl": 20.958820343017578 }, { "layer": "layer.5.self_attn.k_proj", "ppl": 20.743288040161133 }, { "layer": "layer.5.self_attn.v_proj", "ppl": 21.81532096862793 }, { "layer": "layer.5.self_attn.o_proj", "ppl": 20.924442291259766 }, { "layer": "layer.5.mlp.gate_proj", "ppl": 19.55712890625 }, { "layer": "layer.5.mlp.up_proj", "ppl": 20.394718170166016 }, { "layer": "layer.5.mlp.down_proj", "ppl": 19.703828811645508 }, { "layer": "layer.6.self_attn.q_proj", "ppl": 20.658004760742188 }, { "layer": "layer.6.self_attn.k_proj", "ppl": 20.51494026184082 }, { "layer": "layer.6.self_attn.v_proj", "ppl": 20.48086929321289 }, { "layer": "layer.6.self_attn.o_proj", "ppl": 20.473730087280273 }, { "layer": "layer.6.mlp.gate_proj", "ppl": 19.869598388671875 }, { "layer": "layer.6.mlp.up_proj", "ppl": 20.448013305664062 }, { "layer": "layer.6.mlp.down_proj", "ppl": 20.75929832458496 }, { "layer": "layer.7.self_attn.q_proj", "ppl": 20.80632209777832 }, { "layer": "layer.7.self_attn.k_proj", "ppl": 20.827648162841797 }, { "layer": "layer.7.self_attn.v_proj", "ppl": 20.880708694458008 }, { "layer": "layer.7.self_attn.o_proj", "ppl": 20.87135887145996 }, { "layer": "layer.7.mlp.gate_proj", "ppl": 20.522960662841797 }, { "layer": "layer.7.mlp.up_proj", "ppl": 20.841392517089844 }, { "layer": "layer.7.mlp.down_proj", "ppl": 21.10882568359375 }, { "layer": "layer.8.self_attn.q_proj", "ppl": 20.926530838012695 }, { "layer": "layer.8.self_attn.k_proj", "ppl": 20.958683013916016 }, { "layer": "layer.8.self_attn.v_proj", "ppl": 20.910053253173828 }, { "layer": "layer.8.self_attn.o_proj", "ppl": 20.790067672729492 }, { "layer": "layer.8.mlp.gate_proj", "ppl": 20.50294303894043 }, { "layer": "layer.8.mlp.up_proj", "ppl": 20.754661560058594 }, { "layer": "layer.8.mlp.down_proj", "ppl": 20.752845764160156 }, { "layer": "layer.9.self_attn.q_proj", "ppl": 20.81842803955078 }, { "layer": "layer.9.self_attn.k_proj", "ppl": 20.83170509338379 }, { "layer": "layer.9.self_attn.v_proj", "ppl": 20.74749755859375 }, { "layer": "layer.9.self_attn.o_proj", "ppl": 20.914873123168945 }, { "layer": "layer.9.mlp.gate_proj", "ppl": 20.60215950012207 }, { "layer": "layer.9.mlp.up_proj", "ppl": 20.55584144592285 }, { "layer": "layer.9.mlp.down_proj", "ppl": 20.59088897705078 }, { "layer": "layer.10.self_attn.q_proj", "ppl": 20.86117935180664 }, { "layer": "layer.10.self_attn.k_proj", "ppl": 20.82270622253418 }, { "layer": "layer.10.self_attn.v_proj", "ppl": 20.897218704223633 }, { "layer": "layer.10.self_attn.o_proj", "ppl": 21.025365829467773 }, { "layer": "layer.10.mlp.gate_proj", "ppl": 20.780521392822266 }, { "layer": "layer.10.mlp.up_proj", "ppl": 20.789323806762695 }, { "layer": "layer.10.mlp.down_proj", "ppl": 20.775598526000977 }, { "layer": "layer.11.self_attn.q_proj", "ppl": 20.87944984436035 }, { "layer": "layer.11.self_attn.k_proj", "ppl": 20.844806671142578 }, { "layer": "layer.11.self_attn.v_proj", "ppl": 20.830154418945312 }, { "layer": "layer.11.self_attn.o_proj", "ppl": 20.861896514892578 }, { "layer": "layer.11.mlp.gate_proj", "ppl": 20.7498779296875 }, { "layer": "layer.11.mlp.up_proj", "ppl": 20.794368743896484 }, { "layer": "layer.11.mlp.down_proj", "ppl": 20.733844757080078 }, { "layer": "layer.12.self_attn.q_proj", "ppl": 20.88831329345703 }, { "layer": "layer.12.self_attn.k_proj", "ppl": 20.884300231933594 }, { "layer": "layer.12.self_attn.v_proj", "ppl": 20.80194664001465 }, { "layer": "layer.12.self_attn.o_proj", "ppl": 20.827484130859375 }, { "layer": "layer.12.mlp.gate_proj", "ppl": 20.662134170532227 }, { "layer": "layer.12.mlp.up_proj", "ppl": 20.731273651123047 }, { "layer": "layer.12.mlp.down_proj", "ppl": 20.75289535522461 }, { "layer": "layer.13.self_attn.q_proj", "ppl": 20.872173309326172 }, { "layer": "layer.13.self_attn.k_proj", "ppl": 20.873098373413086 }, { "layer": "layer.13.self_attn.v_proj", "ppl": 20.88125228881836 }, { "layer": "layer.13.self_attn.o_proj", "ppl": 20.84415626525879 }, { "layer": "layer.13.mlp.gate_proj", "ppl": 20.690221786499023 }, { "layer": "layer.13.mlp.up_proj", "ppl": 20.756635665893555 }, { "layer": "layer.13.mlp.down_proj", "ppl": 20.795961380004883 }, { "layer": "layer.14.self_attn.q_proj", "ppl": 20.897737503051758 }, { "layer": "layer.14.self_attn.k_proj", "ppl": 20.85181999206543 }, { "layer": "layer.14.self_attn.v_proj", "ppl": 20.9494686126709 }, { "layer": "layer.14.self_attn.o_proj", "ppl": 20.87559700012207 }, { "layer": "layer.14.mlp.gate_proj", "ppl": 20.733915328979492 }, { "layer": "layer.14.mlp.up_proj", "ppl": 20.72762680053711 }, { "layer": "layer.14.mlp.down_proj", "ppl": 20.782148361206055 }, { "layer": "layer.15.self_attn.q_proj", "ppl": 20.85264015197754 }, { "layer": "layer.15.self_attn.k_proj", "ppl": 20.85139274597168 }, { "layer": "layer.15.self_attn.v_proj", "ppl": 20.876895904541016 }, { "layer": "layer.15.self_attn.o_proj", "ppl": 20.857309341430664 }, { "layer": "layer.15.mlp.gate_proj", "ppl": 20.793725967407227 }, { "layer": "layer.15.mlp.up_proj", "ppl": 20.768407821655273 }, { "layer": "layer.15.mlp.down_proj", "ppl": 20.775310516357422 }, { "layer": "layer.16.self_attn.q_proj", "ppl": 20.89520835876465 }, { "layer": "layer.16.self_attn.k_proj", "ppl": 20.87393569946289 }, { "layer": "layer.16.self_attn.v_proj", "ppl": 20.86446189880371 }, { "layer": "layer.16.self_attn.o_proj", "ppl": 20.83080291748047 }, { "layer": "layer.16.mlp.gate_proj", "ppl": 20.780908584594727 }, { "layer": "layer.16.mlp.up_proj", "ppl": 20.82212257385254 }, { "layer": "layer.16.mlp.down_proj", "ppl": 20.864601135253906 }, { "layer": "layer.17.self_attn.q_proj", "ppl": 20.928009033203125 }, { "layer": "layer.17.self_attn.k_proj", "ppl": 20.88001823425293 }, { "layer": "layer.17.self_attn.v_proj", "ppl": 20.922195434570312 }, { "layer": "layer.17.self_attn.o_proj", "ppl": 20.85401725769043 }, { "layer": "layer.17.mlp.gate_proj", "ppl": 20.790428161621094 }, { "layer": "layer.17.mlp.up_proj", "ppl": 20.86147689819336 }, { "layer": "layer.17.mlp.down_proj", "ppl": 20.829927444458008 }, { "layer": "layer.18.self_attn.q_proj", "ppl": 20.853361129760742 }, { "layer": "layer.18.self_attn.k_proj", "ppl": 20.864059448242188 }, { "layer": "layer.18.self_attn.v_proj", "ppl": 20.953908920288086 }, { "layer": "layer.18.self_attn.o_proj", "ppl": 20.79657554626465 }, { "layer": "layer.18.mlp.gate_proj", "ppl": 20.839881896972656 }, { "layer": "layer.18.mlp.up_proj", "ppl": 20.83233070373535 }, { "layer": "layer.18.mlp.down_proj", "ppl": 20.858469009399414 }, { "layer": "layer.19.self_attn.q_proj", "ppl": 20.8561954498291 }, { "layer": "layer.19.self_attn.k_proj", "ppl": 20.870512008666992 }, { "layer": "layer.19.self_attn.v_proj", "ppl": 20.8566837310791 }, { "layer": "layer.19.self_attn.o_proj", "ppl": 20.890962600708008 }, { "layer": "layer.19.mlp.gate_proj", "ppl": 20.807056427001953 }, { "layer": "layer.19.mlp.up_proj", "ppl": 20.8499698638916 }, { "layer": "layer.19.mlp.down_proj", "ppl": 20.867456436157227 }, { "layer": "layer.20.self_attn.q_proj", "ppl": 20.902620315551758 }, { "layer": "layer.20.self_attn.k_proj", "ppl": 20.88218879699707 }, { "layer": "layer.20.self_attn.v_proj", "ppl": 20.947071075439453 }, { "layer": "layer.20.self_attn.o_proj", "ppl": 20.971052169799805 }, { "layer": "layer.20.mlp.gate_proj", "ppl": 20.821664810180664 }, { "layer": "layer.20.mlp.up_proj", "ppl": 20.85811996459961 }, { "layer": "layer.20.mlp.down_proj", "ppl": 20.811965942382812 }, { "layer": "layer.21.self_attn.q_proj", "ppl": 20.85962677001953 }, { "layer": "layer.21.self_attn.k_proj", "ppl": 20.857763290405273 }, { "layer": "layer.21.self_attn.v_proj", "ppl": 20.829822540283203 }, { "layer": "layer.21.self_attn.o_proj", "ppl": 20.831605911254883 }, { "layer": "layer.21.mlp.gate_proj", "ppl": 20.86020851135254 }, { "layer": "layer.21.mlp.up_proj", "ppl": 20.80779457092285 }, { "layer": "layer.21.mlp.down_proj", "ppl": 20.858736038208008 }, { "layer": "layer.22.self_attn.q_proj", "ppl": 20.88548469543457 }, { "layer": "layer.22.self_attn.k_proj", "ppl": 20.856931686401367 }, { "layer": "layer.22.self_attn.v_proj", "ppl": 20.846376419067383 }, { "layer": "layer.22.self_attn.o_proj", "ppl": 20.877952575683594 }, { "layer": "layer.22.mlp.gate_proj", "ppl": 20.873682022094727 }, { "layer": "layer.22.mlp.up_proj", "ppl": 20.8210391998291 }, { "layer": "layer.22.mlp.down_proj", "ppl": 20.81465721130371 }, { "layer": "layer.23.self_attn.q_proj", "ppl": 20.85112953186035 }, { "layer": "layer.23.self_attn.k_proj", "ppl": 20.854961395263672 }, { "layer": "layer.23.self_attn.v_proj", "ppl": 20.92550277709961 }, { "layer": "layer.23.self_attn.o_proj", "ppl": 20.822717666625977 }, { "layer": "layer.23.mlp.gate_proj", "ppl": 20.849687576293945 }, { "layer": "layer.23.mlp.up_proj", "ppl": 20.8391170501709 }, { "layer": "layer.23.mlp.down_proj", "ppl": 20.8491268157959 }, { "layer": "layer.24.self_attn.q_proj", "ppl": 20.89217758178711 }, { "layer": "layer.24.self_attn.k_proj", "ppl": 20.87504005432129 }, { "layer": "layer.24.self_attn.v_proj", "ppl": 20.95001792907715 }, { "layer": "layer.24.self_attn.o_proj", "ppl": 20.914430618286133 }, { "layer": "layer.24.mlp.gate_proj", "ppl": 20.864849090576172 }, { "layer": "layer.24.mlp.up_proj", "ppl": 20.85626983642578 }, { "layer": "layer.24.mlp.down_proj", "ppl": 20.827932357788086 }, { "layer": "layer.25.self_attn.q_proj", "ppl": 20.87344741821289 }, { "layer": "layer.25.self_attn.k_proj", "ppl": 20.863784790039062 }, { "layer": "layer.25.self_attn.v_proj", "ppl": 20.811798095703125 }, { "layer": "layer.25.self_attn.o_proj", "ppl": 20.897165298461914 }, { "layer": "layer.25.mlp.gate_proj", "ppl": 20.871540069580078 }, { "layer": "layer.25.mlp.up_proj", "ppl": 20.854459762573242 }, { "layer": "layer.25.mlp.down_proj", "ppl": 20.840930938720703 }, { "layer": "layer.26.self_attn.q_proj", "ppl": 20.823938369750977 }, { "layer": "layer.26.self_attn.k_proj", "ppl": 20.818408966064453 }, { "layer": "layer.26.self_attn.v_proj", "ppl": 20.930810928344727 }, { "layer": "layer.26.self_attn.o_proj", "ppl": 20.884727478027344 }, { "layer": "layer.26.mlp.gate_proj", "ppl": 20.864604949951172 }, { "layer": "layer.26.mlp.up_proj", "ppl": 20.84361457824707 }, { "layer": "layer.26.mlp.down_proj", "ppl": 20.861337661743164 }, { "layer": "layer.27.self_attn.q_proj", "ppl": 20.881393432617188 }, { "layer": "layer.27.self_attn.k_proj", "ppl": 20.85446548461914 }, { "layer": "layer.27.self_attn.v_proj", "ppl": 20.91185760498047 }, { "layer": "layer.27.self_attn.o_proj", "ppl": 20.87990951538086 }, { "layer": "layer.27.mlp.gate_proj", "ppl": 20.84123420715332 }, { "layer": "layer.27.mlp.up_proj", "ppl": 20.823949813842773 }, { "layer": "layer.27.mlp.down_proj", "ppl": 20.781051635742188 }, { "layer": "layer.28.self_attn.q_proj", "ppl": 20.852336883544922 }, { "layer": "layer.28.self_attn.k_proj", "ppl": 20.843564987182617 }, { "layer": "layer.28.self_attn.v_proj", "ppl": 20.825632095336914 }, { "layer": "layer.28.self_attn.o_proj", "ppl": 20.868968963623047 }, { "layer": "layer.28.mlp.gate_proj", "ppl": 20.798460006713867 }, { "layer": "layer.28.mlp.up_proj", "ppl": 20.78774642944336 }, { "layer": "layer.28.mlp.down_proj", "ppl": 20.80829620361328 }, { "layer": "layer.29.self_attn.q_proj", "ppl": 20.9284725189209 }, { "layer": "layer.29.self_attn.k_proj", "ppl": 20.851333618164062 }, { "layer": "layer.29.self_attn.v_proj", "ppl": 20.771854400634766 }, { "layer": "layer.29.self_attn.o_proj", "ppl": 20.887176513671875 }, { "layer": "layer.29.mlp.gate_proj", "ppl": 20.801773071289062 }, { "layer": "layer.29.mlp.up_proj", "ppl": 20.86416244506836 }, { "layer": "layer.29.mlp.down_proj", "ppl": 20.784704208374023 }, { "layer": "layer.30.self_attn.q_proj", "ppl": 20.86190414428711 }, { "layer": "layer.30.self_attn.k_proj", "ppl": 20.848182678222656 }, { "layer": "layer.30.self_attn.v_proj", "ppl": 20.899721145629883 }, { "layer": "layer.30.self_attn.o_proj", "ppl": 20.818031311035156 }, { "layer": "layer.30.mlp.gate_proj", "ppl": 20.894121170043945 }, { "layer": "layer.30.mlp.up_proj", "ppl": 20.893592834472656 }, { "layer": "layer.30.mlp.down_proj", "ppl": 20.893831253051758 }, { "layer": "layer.31.self_attn.q_proj", "ppl": 20.860288619995117 }, { "layer": "layer.31.self_attn.k_proj", "ppl": 20.857633590698242 }, { "layer": "layer.31.self_attn.v_proj", "ppl": 20.84156036376953 }, { "layer": "layer.31.self_attn.o_proj", "ppl": 20.86233139038086 }, { "layer": "layer.31.mlp.gate_proj", "ppl": 20.874282836914062 }, { "layer": "layer.31.mlp.up_proj", "ppl": 20.864458084106445 }, { "layer": "layer.31.mlp.down_proj", "ppl": 20.887243270874023 }, { "layer": "layer.32.self_attn.q_proj", "ppl": 20.92548370361328 }, { "layer": "layer.32.self_attn.k_proj", "ppl": 20.846874237060547 }, { "layer": "layer.32.self_attn.v_proj", "ppl": 20.792531967163086 }, { "layer": "layer.32.self_attn.o_proj", "ppl": 20.82929039001465 }, { "layer": "layer.32.mlp.gate_proj", "ppl": 20.775894165039062 }, { "layer": "layer.32.mlp.up_proj", "ppl": 20.837696075439453 }, { "layer": "layer.32.mlp.down_proj", "ppl": 20.817228317260742 }, { "layer": "layer.33.self_attn.q_proj", "ppl": 20.902252197265625 }, { "layer": "layer.33.self_attn.k_proj", "ppl": 20.875816345214844 }, { "layer": "layer.33.self_attn.v_proj", "ppl": 20.8579158782959 }, { "layer": "layer.33.self_attn.o_proj", "ppl": 20.87346839904785 }, { "layer": "layer.33.mlp.gate_proj", "ppl": 20.798187255859375 }, { "layer": "layer.33.mlp.up_proj", "ppl": 20.881013870239258 }, { "layer": "layer.33.mlp.down_proj", "ppl": 20.87793731689453 }, { "layer": "layer.34.self_attn.q_proj", "ppl": 20.844667434692383 }, { "layer": "layer.34.self_attn.k_proj", "ppl": 20.854663848876953 }, { "layer": "layer.34.self_attn.v_proj", "ppl": 20.859045028686523 }, { "layer": "layer.34.self_attn.o_proj", "ppl": 20.78520965576172 }, { "layer": "layer.34.mlp.gate_proj", "ppl": 20.802059173583984 }, { "layer": "layer.34.mlp.up_proj", "ppl": 20.92484474182129 }, { "layer": "layer.34.mlp.down_proj", "ppl": 20.876623153686523 }, { "layer": "layer.35.self_attn.q_proj", "ppl": 20.853958129882812 }, { "layer": "layer.35.self_attn.k_proj", "ppl": 20.889259338378906 }, { "layer": "layer.35.self_attn.v_proj", "ppl": 20.853954315185547 }, { "layer": "layer.35.self_attn.o_proj", "ppl": 20.783206939697266 }, { "layer": "layer.35.mlp.gate_proj", "ppl": 20.70775604248047 }, { "layer": "layer.35.mlp.up_proj", "ppl": 20.81380271911621 }, { "layer": "layer.35.mlp.down_proj", "ppl": 20.84710693359375 }, { "layer": "layer.36.self_attn.q_proj", "ppl": 20.897672653198242 }, { "layer": "layer.36.self_attn.k_proj", "ppl": 20.932119369506836 }, { "layer": "layer.36.self_attn.v_proj", "ppl": 20.895755767822266 }, { "layer": "layer.36.self_attn.o_proj", "ppl": 20.972116470336914 }, { "layer": "layer.36.mlp.gate_proj", "ppl": 20.880218505859375 }, { "layer": "layer.36.mlp.up_proj", "ppl": 20.908700942993164 }, { "layer": "layer.36.mlp.down_proj", "ppl": 20.87078094482422 }, { "layer": "layer.37.self_attn.q_proj", "ppl": 20.827444076538086 }, { "layer": "layer.37.self_attn.k_proj", "ppl": 20.871028900146484 }, { "layer": "layer.37.self_attn.v_proj", "ppl": 20.871864318847656 }, { "layer": "layer.37.self_attn.o_proj", "ppl": 20.874711990356445 }, { "layer": "layer.37.mlp.gate_proj", "ppl": 20.832887649536133 }, { "layer": "layer.37.mlp.up_proj", "ppl": 20.887388229370117 }, { "layer": "layer.37.mlp.down_proj", "ppl": 20.83597755432129 }, { "layer": "layer.38.self_attn.q_proj", "ppl": 20.867904663085938 }, { "layer": "layer.38.self_attn.k_proj", "ppl": 20.862049102783203 }, { "layer": "layer.38.self_attn.v_proj", "ppl": 20.785139083862305 }, { "layer": "layer.38.self_attn.o_proj", "ppl": 20.7319278717041 }, { "layer": "layer.38.mlp.gate_proj", "ppl": 20.8388671875 }, { "layer": "layer.38.mlp.up_proj", "ppl": 20.815902709960938 }, { "layer": "layer.38.mlp.down_proj", "ppl": 20.917739868164062 }, { "layer": "layer.39.self_attn.q_proj", "ppl": 20.838436126708984 }, { "layer": "layer.39.self_attn.k_proj", "ppl": 20.8889102935791 }, { "layer": "layer.39.self_attn.v_proj", "ppl": 20.821090698242188 }, { "layer": "layer.39.self_attn.o_proj", "ppl": 20.82276153564453 }, { "layer": "layer.39.mlp.gate_proj", "ppl": 20.783672332763672 }, { "layer": "layer.39.mlp.up_proj", "ppl": 20.885953903198242 }, { "layer": "layer.39.mlp.down_proj", "ppl": 20.86304473876953 }, { "layer": "layer.40.self_attn.q_proj", "ppl": 20.895530700683594 }, { "layer": "layer.40.self_attn.k_proj", "ppl": 20.884319305419922 }, { "layer": "layer.40.self_attn.v_proj", "ppl": 20.866073608398438 }, { "layer": "layer.40.self_attn.o_proj", "ppl": 20.83380126953125 }, { "layer": "layer.40.mlp.gate_proj", "ppl": 20.82626724243164 }, { "layer": "layer.40.mlp.up_proj", "ppl": 20.822649002075195 }, { "layer": "layer.40.mlp.down_proj", "ppl": 20.881511688232422 }, { "layer": "layer.41.self_attn.q_proj", "ppl": 20.858169555664062 }, { "layer": "layer.41.self_attn.k_proj", "ppl": 20.852197647094727 }, { "layer": "layer.41.self_attn.v_proj", "ppl": 20.869735717773438 }, { "layer": "layer.41.self_attn.o_proj", "ppl": 20.88850212097168 }, { "layer": "layer.41.mlp.gate_proj", "ppl": 20.81610679626465 }, { "layer": "layer.41.mlp.up_proj", "ppl": 20.83268928527832 }, { "layer": "layer.41.mlp.down_proj", "ppl": 20.87122917175293 }, { "layer": "layer.42.self_attn.q_proj", "ppl": 20.71467399597168 }, { "layer": "layer.42.self_attn.k_proj", "ppl": 20.83536148071289 }, { "layer": "layer.42.self_attn.v_proj", "ppl": 20.85491180419922 }, { "layer": "layer.42.self_attn.o_proj", "ppl": 20.79341697692871 }, { "layer": "layer.42.mlp.gate_proj", "ppl": 20.853425979614258 }, { "layer": "layer.42.mlp.up_proj", "ppl": 20.853361129760742 }, { "layer": "layer.42.mlp.down_proj", "ppl": 20.83220672607422 }, { "layer": "layer.43.self_attn.q_proj", "ppl": 20.776079177856445 }, { "layer": "layer.43.self_attn.k_proj", "ppl": 20.823652267456055 }, { "layer": "layer.43.self_attn.v_proj", "ppl": 20.85321807861328 }, { "layer": "layer.43.self_attn.o_proj", "ppl": 20.85264015197754 }, { "layer": "layer.43.mlp.gate_proj", "ppl": 20.83993148803711 }, { "layer": "layer.43.mlp.up_proj", "ppl": 20.895660400390625 }, { "layer": "layer.43.mlp.down_proj", "ppl": 20.83698081970215 }, { "layer": "layer.44.self_attn.q_proj", "ppl": 20.87526512145996 }, { "layer": "layer.44.self_attn.k_proj", "ppl": 20.86709976196289 }, { "layer": "layer.44.self_attn.v_proj", "ppl": 20.99943733215332 }, { "layer": "layer.44.self_attn.o_proj", "ppl": 20.83326530456543 }, { "layer": "layer.44.mlp.gate_proj", "ppl": 20.817991256713867 }, { "layer": "layer.44.mlp.up_proj", "ppl": 20.772823333740234 }, { "layer": "layer.44.mlp.down_proj", "ppl": 20.846590042114258 }, { "layer": "layer.45.self_attn.q_proj", "ppl": 20.887821197509766 }, { "layer": "layer.45.self_attn.k_proj", "ppl": 20.835481643676758 }, { "layer": "layer.45.self_attn.v_proj", "ppl": 20.90726089477539 }, { "layer": "layer.45.self_attn.o_proj", "ppl": 20.891704559326172 }, { "layer": "layer.45.mlp.gate_proj", "ppl": 20.854440689086914 }, { "layer": "layer.45.mlp.up_proj", "ppl": 20.79594612121582 }, { "layer": "layer.45.mlp.down_proj", "ppl": 20.85578727722168 }, { "layer": "layer.46.self_attn.q_proj", "ppl": 20.853038787841797 }, { "layer": "layer.46.self_attn.k_proj", "ppl": 20.85797691345215 }, { "layer": "layer.46.self_attn.v_proj", "ppl": 20.868427276611328 }, { "layer": "layer.46.self_attn.o_proj", "ppl": 20.76624870300293 }, { "layer": "layer.46.mlp.gate_proj", "ppl": 20.841453552246094 }, { "layer": "layer.46.mlp.up_proj", "ppl": 20.860572814941406 }, { "layer": "layer.46.mlp.down_proj", "ppl": 20.895641326904297 }, { "layer": "layer.47.self_attn.q_proj", "ppl": 20.8375186920166 }, { "layer": "layer.47.self_attn.k_proj", "ppl": 20.834228515625 }, { "layer": "layer.47.self_attn.v_proj", "ppl": 20.876394271850586 }, { "layer": "layer.47.self_attn.o_proj", "ppl": 20.782424926757812 }, { "layer": "layer.47.mlp.gate_proj", "ppl": 20.799903869628906 }, { "layer": "layer.47.mlp.up_proj", "ppl": 20.81129264831543 }, { "layer": "layer.47.mlp.down_proj", "ppl": 20.819812774658203 }, { "layer": "layer.48.self_attn.q_proj", "ppl": 20.848575592041016 }, { "layer": "layer.48.self_attn.k_proj", "ppl": 20.846834182739258 }, { "layer": "layer.48.self_attn.v_proj", "ppl": 20.824941635131836 }, { "layer": "layer.48.self_attn.o_proj", "ppl": 20.78207778930664 }, { "layer": "layer.48.mlp.gate_proj", "ppl": 20.795818328857422 }, { "layer": "layer.48.mlp.up_proj", "ppl": 20.79383087158203 }, { "layer": "layer.48.mlp.down_proj", "ppl": 20.826648712158203 }, { "layer": "layer.49.self_attn.q_proj", "ppl": 20.86054229736328 }, { "layer": "layer.49.self_attn.k_proj", "ppl": 20.8874454498291 }, { "layer": "layer.49.self_attn.v_proj", "ppl": 20.810914993286133 }, { "layer": "layer.49.self_attn.o_proj", "ppl": 20.792102813720703 }, { "layer": "layer.49.mlp.gate_proj", "ppl": 20.704872131347656 }, { "layer": "layer.49.mlp.up_proj", "ppl": 20.77223014831543 }, { "layer": "layer.49.mlp.down_proj", "ppl": 20.825319290161133 }, { "layer": "layer.50.self_attn.q_proj", "ppl": 20.87035369873047 }, { "layer": "layer.50.self_attn.k_proj", "ppl": 20.83965301513672 }, { "layer": "layer.50.self_attn.v_proj", "ppl": 20.864532470703125 }, { "layer": "layer.50.self_attn.o_proj", "ppl": 20.726806640625 }, { "layer": "layer.50.mlp.gate_proj", "ppl": 20.7172908782959 }, { "layer": "layer.50.mlp.up_proj", "ppl": 20.773815155029297 }, { "layer": "layer.50.mlp.down_proj", "ppl": 20.78874397277832 }, { "layer": "layer.51.self_attn.q_proj", "ppl": 20.692855834960938 }, { "layer": "layer.51.self_attn.k_proj", "ppl": 20.7812557220459 }, { "layer": "layer.51.self_attn.v_proj", "ppl": 20.87038230895996 }, { "layer": "layer.51.self_attn.o_proj", "ppl": 20.804248809814453 }, { "layer": "layer.51.mlp.gate_proj", "ppl": 20.63507652282715 }, { "layer": "layer.51.mlp.up_proj", "ppl": 20.671632766723633 }, { "layer": "layer.51.mlp.down_proj", "ppl": 20.761634826660156 }, { "layer": "layer.52.self_attn.q_proj", "ppl": 20.88652992248535 }, { "layer": "layer.52.self_attn.k_proj", "ppl": 20.830825805664062 }, { "layer": "layer.52.self_attn.v_proj", "ppl": 20.94835090637207 }, { "layer": "layer.52.self_attn.o_proj", "ppl": 20.803911209106445 }, { "layer": "layer.52.mlp.gate_proj", "ppl": 20.683237075805664 }, { "layer": "layer.52.mlp.up_proj", "ppl": 20.750673294067383 }, { "layer": "layer.52.mlp.down_proj", "ppl": 20.71932601928711 }, { "layer": "layer.53.self_attn.q_proj", "ppl": 20.856807708740234 }, { "layer": "layer.53.self_attn.k_proj", "ppl": 20.847610473632812 }, { "layer": "layer.53.self_attn.v_proj", "ppl": 20.876054763793945 }, { "layer": "layer.53.self_attn.o_proj", "ppl": 20.8020076751709 }, { "layer": "layer.53.mlp.gate_proj", "ppl": 20.653701782226562 }, { "layer": "layer.53.mlp.up_proj", "ppl": 20.789392471313477 }, { "layer": "layer.53.mlp.down_proj", "ppl": 20.774518966674805 }, { "layer": "layer.54.self_attn.q_proj", "ppl": 20.865341186523438 }, { "layer": "layer.54.self_attn.k_proj", "ppl": 20.8752384185791 }, { "layer": "layer.54.self_attn.v_proj", "ppl": 20.864789962768555 }, { "layer": "layer.54.self_attn.o_proj", "ppl": 20.879270553588867 }, { "layer": "layer.54.mlp.gate_proj", "ppl": 20.71703338623047 }, { "layer": "layer.54.mlp.up_proj", "ppl": 20.786771774291992 }, { "layer": "layer.54.mlp.down_proj", "ppl": 20.72998046875 }, { "layer": "layer.55.self_attn.q_proj", "ppl": 20.85107421875 }, { "layer": "layer.55.self_attn.k_proj", "ppl": 20.849384307861328 }, { "layer": "layer.55.self_attn.v_proj", "ppl": 20.867149353027344 }, { "layer": "layer.55.self_attn.o_proj", "ppl": 20.858598709106445 }, { "layer": "layer.55.mlp.gate_proj", "ppl": 20.69550132751465 }, { "layer": "layer.55.mlp.up_proj", "ppl": 20.832931518554688 }, { "layer": "layer.55.mlp.down_proj", "ppl": 20.765836715698242 }, { "layer": "layer.56.self_attn.q_proj", "ppl": 20.847763061523438 }, { "layer": "layer.56.self_attn.k_proj", "ppl": 20.866392135620117 }, { "layer": "layer.56.self_attn.v_proj", "ppl": 20.885793685913086 }, { "layer": "layer.56.self_attn.o_proj", "ppl": 20.845417022705078 }, { "layer": "layer.56.mlp.gate_proj", "ppl": 20.72005844116211 }, { "layer": "layer.56.mlp.up_proj", "ppl": 20.814796447753906 }, { "layer": "layer.56.mlp.down_proj", "ppl": 20.737590789794922 }, { "layer": "layer.57.self_attn.q_proj", "ppl": 20.84908103942871 }, { "layer": "layer.57.self_attn.k_proj", "ppl": 20.853376388549805 }, { "layer": "layer.57.self_attn.v_proj", "ppl": 20.856922149658203 }, { "layer": "layer.57.self_attn.o_proj", "ppl": 20.86693000793457 }, { "layer": "layer.57.mlp.gate_proj", "ppl": 20.762109756469727 }, { "layer": "layer.57.mlp.up_proj", "ppl": 20.809898376464844 }, { "layer": "layer.57.mlp.down_proj", "ppl": 20.753419876098633 }, { "layer": "layer.58.self_attn.q_proj", "ppl": 20.852407455444336 }, { "layer": "layer.58.self_attn.k_proj", "ppl": 20.852169036865234 }, { "layer": "layer.58.self_attn.v_proj", "ppl": 20.8268985748291 }, { "layer": "layer.58.self_attn.o_proj", "ppl": 20.826114654541016 }, { "layer": "layer.58.mlp.gate_proj", "ppl": 20.745128631591797 }, { "layer": "layer.58.mlp.up_proj", "ppl": 20.806411743164062 }, { "layer": "layer.58.mlp.down_proj", "ppl": 20.75873565673828 }, { "layer": "layer.59.self_attn.q_proj", "ppl": 20.847970962524414 }, { "layer": "layer.59.self_attn.k_proj", "ppl": 20.87908172607422 }, { "layer": "layer.59.self_attn.v_proj", "ppl": 20.886699676513672 }, { "layer": "layer.59.self_attn.o_proj", "ppl": 20.846233367919922 }, { "layer": "layer.59.mlp.gate_proj", "ppl": 20.75048065185547 }, { "layer": "layer.59.mlp.up_proj", "ppl": 20.796586990356445 }, { "layer": "layer.59.mlp.down_proj", "ppl": 20.75007438659668 }, { "layer": "layer.60.self_attn.q_proj", "ppl": 20.851940155029297 }, { "layer": "layer.60.self_attn.k_proj", "ppl": 20.852924346923828 }, { "layer": "layer.60.self_attn.v_proj", "ppl": 20.8836727142334 }, { "layer": "layer.60.self_attn.o_proj", "ppl": 20.829938888549805 }, { "layer": "layer.60.mlp.gate_proj", "ppl": 20.755260467529297 }, { "layer": "layer.60.mlp.up_proj", "ppl": 20.76476287841797 }, { "layer": "layer.60.mlp.down_proj", "ppl": 20.75311279296875 }, { "layer": "layer.61.self_attn.q_proj", "ppl": 20.84511947631836 }, { "layer": "layer.61.self_attn.k_proj", "ppl": 20.86588478088379 }, { "layer": "layer.61.self_attn.v_proj", "ppl": 20.890893936157227 }, { "layer": "layer.61.self_attn.o_proj", "ppl": 20.768795013427734 }, { "layer": "layer.61.mlp.gate_proj", "ppl": 20.880027770996094 }, { "layer": "layer.61.mlp.up_proj", "ppl": 20.83013153076172 }, { "layer": "layer.61.mlp.down_proj", "ppl": 20.67198944091797 }, { "layer": "layer.62.self_attn.q_proj", "ppl": 20.83059310913086 }, { "layer": "layer.62.self_attn.k_proj", "ppl": 20.848796844482422 }, { "layer": "layer.62.self_attn.v_proj", "ppl": 20.88797950744629 }, { "layer": "layer.62.self_attn.o_proj", "ppl": 20.835763931274414 }, { "layer": "layer.62.mlp.gate_proj", "ppl": 20.68562126159668 }, { "layer": "layer.62.mlp.up_proj", "ppl": 20.592042922973633 }, { "layer": "layer.62.mlp.down_proj", "ppl": 20.427703857421875 }, { "layer": "layer.63.self_attn.q_proj", "ppl": 20.864919662475586 }, { "layer": "layer.63.self_attn.k_proj", "ppl": 20.886878967285156 }, { "layer": "layer.63.self_attn.v_proj", "ppl": 20.882835388183594 }, { "layer": "layer.63.self_attn.o_proj", "ppl": 20.81686019897461 }, { "layer": "layer.63.mlp.gate_proj", "ppl": 20.338245391845703 }, { "layer": "layer.63.mlp.up_proj", "ppl": 20.88822364807129 }, { "layer": "layer.63.mlp.down_proj", "ppl": 19.98200225830078 } ] }, { "bit": 3, "ppls": [ { "layer": "layer.0.self_attn.q_proj", "ppl": 6.753907680511475 }, { "layer": "layer.0.self_attn.k_proj", "ppl": 6.75386381149292 }, { "layer": "layer.0.self_attn.v_proj", "ppl": 6.754634857177734 }, { "layer": "layer.0.self_attn.o_proj", "ppl": 6.753098964691162 }, { "layer": "layer.0.mlp.gate_proj", "ppl": 6.757381916046143 }, { "layer": "layer.0.mlp.up_proj", "ppl": 6.759963035583496 }, { "layer": "layer.0.mlp.down_proj", "ppl": 6.757416725158691 }, { "layer": "layer.1.self_attn.q_proj", "ppl": 6.763542175292969 }, { "layer": "layer.1.self_attn.k_proj", "ppl": 6.763957977294922 }, { "layer": "layer.1.self_attn.v_proj", "ppl": 6.7659149169921875 }, { "layer": "layer.1.self_attn.o_proj", "ppl": 6.764486312866211 }, { "layer": "layer.1.mlp.gate_proj", "ppl": 6.759337425231934 }, { "layer": "layer.1.mlp.up_proj", "ppl": 6.762471675872803 }, { "layer": "layer.1.mlp.down_proj", "ppl": 6.764034271240234 }, { "layer": "layer.2.self_attn.q_proj", "ppl": 6.763158321380615 }, { "layer": "layer.2.self_attn.k_proj", "ppl": 6.763394832611084 }, { "layer": "layer.2.self_attn.v_proj", "ppl": 6.762895584106445 }, { "layer": "layer.2.self_attn.o_proj", "ppl": 6.764612197875977 }, { "layer": "layer.2.mlp.gate_proj", "ppl": 6.760191917419434 }, { "layer": "layer.2.mlp.up_proj", "ppl": 6.762232780456543 }, { "layer": "layer.2.mlp.down_proj", "ppl": 6.759552001953125 }, { "layer": "layer.3.self_attn.q_proj", "ppl": 6.763599872589111 }, { "layer": "layer.3.self_attn.k_proj", "ppl": 6.764703273773193 }, { "layer": "layer.3.self_attn.v_proj", "ppl": 6.76276159286499 }, { "layer": "layer.3.self_attn.o_proj", "ppl": 6.76116418838501 }, { "layer": "layer.3.mlp.gate_proj", "ppl": 6.755028247833252 }, { "layer": "layer.3.mlp.up_proj", "ppl": 6.761075496673584 }, { "layer": "layer.3.mlp.down_proj", "ppl": 6.760240077972412 }, { "layer": "layer.4.self_attn.q_proj", "ppl": 6.762845993041992 }, { "layer": "layer.4.self_attn.k_proj", "ppl": 6.763586521148682 }, { "layer": "layer.4.self_attn.v_proj", "ppl": 6.760274410247803 }, { "layer": "layer.4.self_attn.o_proj", "ppl": 6.761512756347656 }, { "layer": "layer.4.mlp.gate_proj", "ppl": 6.758342742919922 }, { "layer": "layer.4.mlp.up_proj", "ppl": 6.759734153747559 }, { "layer": "layer.4.mlp.down_proj", "ppl": 6.758763790130615 }, { "layer": "layer.5.self_attn.q_proj", "ppl": 6.7656049728393555 }, { "layer": "layer.5.self_attn.k_proj", "ppl": 6.7650322914123535 }, { "layer": "layer.5.self_attn.v_proj", "ppl": 6.762212753295898 }, { "layer": "layer.5.self_attn.o_proj", "ppl": 6.76230525970459 }, { "layer": "layer.5.mlp.gate_proj", "ppl": 6.753394603729248 }, { "layer": "layer.5.mlp.up_proj", "ppl": 6.7587456703186035 }, { "layer": "layer.5.mlp.down_proj", "ppl": 6.7582855224609375 }, { "layer": "layer.6.self_attn.q_proj", "ppl": 6.763092994689941 }, { "layer": "layer.6.self_attn.k_proj", "ppl": 6.764008045196533 }, { "layer": "layer.6.self_attn.v_proj", "ppl": 6.763492107391357 }, { "layer": "layer.6.self_attn.o_proj", "ppl": 6.762905120849609 }, { "layer": "layer.6.mlp.gate_proj", "ppl": 6.753509521484375 }, { "layer": "layer.6.mlp.up_proj", "ppl": 6.760114669799805 }, { "layer": "layer.6.mlp.down_proj", "ppl": 6.760149002075195 }, { "layer": "layer.7.self_attn.q_proj", "ppl": 6.764479160308838 }, { "layer": "layer.7.self_attn.k_proj", "ppl": 6.762032985687256 }, { "layer": "layer.7.self_attn.v_proj", "ppl": 6.761658668518066 }, { "layer": "layer.7.self_attn.o_proj", "ppl": 6.763262748718262 }, { "layer": "layer.7.mlp.gate_proj", "ppl": 6.757509231567383 }, { "layer": "layer.7.mlp.up_proj", "ppl": 6.76182746887207 }, { "layer": "layer.7.mlp.down_proj", "ppl": 6.763964653015137 }, { "layer": "layer.8.self_attn.q_proj", "ppl": 6.765528678894043 }, { "layer": "layer.8.self_attn.k_proj", "ppl": 6.765603065490723 }, { "layer": "layer.8.self_attn.v_proj", "ppl": 6.7645063400268555 }, { "layer": "layer.8.self_attn.o_proj", "ppl": 6.7650837898254395 }, { "layer": "layer.8.mlp.gate_proj", "ppl": 6.759272575378418 }, { "layer": "layer.8.mlp.up_proj", "ppl": 6.759871482849121 }, { "layer": "layer.8.mlp.down_proj", "ppl": 6.760114669799805 }, { "layer": "layer.9.self_attn.q_proj", "ppl": 6.7634735107421875 }, { "layer": "layer.9.self_attn.k_proj", "ppl": 6.763917922973633 }, { "layer": "layer.9.self_attn.v_proj", "ppl": 6.763038635253906 }, { "layer": "layer.9.self_attn.o_proj", "ppl": 6.763508319854736 }, { "layer": "layer.9.mlp.gate_proj", "ppl": 6.761680603027344 }, { "layer": "layer.9.mlp.up_proj", "ppl": 6.759197235107422 }, { "layer": "layer.9.mlp.down_proj", "ppl": 6.759016513824463 }, { "layer": "layer.10.self_attn.q_proj", "ppl": 6.761938095092773 }, { "layer": "layer.10.self_attn.k_proj", "ppl": 6.7630696296691895 }, { "layer": "layer.10.self_attn.v_proj", "ppl": 6.761887550354004 }, { "layer": "layer.10.self_attn.o_proj", "ppl": 6.7651047706604 }, { "layer": "layer.10.mlp.gate_proj", "ppl": 6.761570453643799 }, { "layer": "layer.10.mlp.up_proj", "ppl": 6.763864994049072 }, { "layer": "layer.10.mlp.down_proj", "ppl": 6.7606916427612305 }, { "layer": "layer.11.self_attn.q_proj", "ppl": 6.7637939453125 }, { "layer": "layer.11.self_attn.k_proj", "ppl": 6.763271808624268 }, { "layer": "layer.11.self_attn.v_proj", "ppl": 6.7619709968566895 }, { "layer": "layer.11.self_attn.o_proj", "ppl": 6.760849475860596 }, { "layer": "layer.11.mlp.gate_proj", "ppl": 6.759794235229492 }, { "layer": "layer.11.mlp.up_proj", "ppl": 6.7622575759887695 }, { "layer": "layer.11.mlp.down_proj", "ppl": 6.761146068572998 }, { "layer": "layer.12.self_attn.q_proj", "ppl": 6.764009475708008 }, { "layer": "layer.12.self_attn.k_proj", "ppl": 6.764862060546875 }, { "layer": "layer.12.self_attn.v_proj", "ppl": 6.763153553009033 }, { "layer": "layer.12.self_attn.o_proj", "ppl": 6.761897087097168 }, { "layer": "layer.12.mlp.gate_proj", "ppl": 6.757818698883057 }, { "layer": "layer.12.mlp.up_proj", "ppl": 6.760711193084717 }, { "layer": "layer.12.mlp.down_proj", "ppl": 6.759627819061279 }, { "layer": "layer.13.self_attn.q_proj", "ppl": 6.763166427612305 }, { "layer": "layer.13.self_attn.k_proj", "ppl": 6.763270378112793 }, { "layer": "layer.13.self_attn.v_proj", "ppl": 6.762429714202881 }, { "layer": "layer.13.self_attn.o_proj", "ppl": 6.764656066894531 }, { "layer": "layer.13.mlp.gate_proj", "ppl": 6.759600639343262 }, { "layer": "layer.13.mlp.up_proj", "ppl": 6.7599616050720215 }, { "layer": "layer.13.mlp.down_proj", "ppl": 6.7608442306518555 }, { "layer": "layer.14.self_attn.q_proj", "ppl": 6.763524532318115 }, { "layer": "layer.14.self_attn.k_proj", "ppl": 6.763142108917236 }, { "layer": "layer.14.self_attn.v_proj", "ppl": 6.764970779418945 }, { "layer": "layer.14.self_attn.o_proj", "ppl": 6.761958599090576 }, { "layer": "layer.14.mlp.gate_proj", "ppl": 6.7585530281066895 }, { "layer": "layer.14.mlp.up_proj", "ppl": 6.761528491973877 }, { "layer": "layer.14.mlp.down_proj", "ppl": 6.758750915527344 }, { "layer": "layer.15.self_attn.q_proj", "ppl": 6.764369487762451 }, { "layer": "layer.15.self_attn.k_proj", "ppl": 6.764142036437988 }, { "layer": "layer.15.self_attn.v_proj", "ppl": 6.762793064117432 }, { "layer": "layer.15.self_attn.o_proj", "ppl": 6.762996673583984 }, { "layer": "layer.15.mlp.gate_proj", "ppl": 6.75848913192749 }, { "layer": "layer.15.mlp.up_proj", "ppl": 6.762397289276123 }, { "layer": "layer.15.mlp.down_proj", "ppl": 6.76167631149292 }, { "layer": "layer.16.self_attn.q_proj", "ppl": 6.764659404754639 }, { "layer": "layer.16.self_attn.k_proj", "ppl": 6.763546943664551 }, { "layer": "layer.16.self_attn.v_proj", "ppl": 6.76320743560791 }, { "layer": "layer.16.self_attn.o_proj", "ppl": 6.762920379638672 }, { "layer": "layer.16.mlp.gate_proj", "ppl": 6.7599406242370605 }, { "layer": "layer.16.mlp.up_proj", "ppl": 6.762673854827881 }, { "layer": "layer.16.mlp.down_proj", "ppl": 6.761572360992432 }, { "layer": "layer.17.self_attn.q_proj", "ppl": 6.764698028564453 }, { "layer": "layer.17.self_attn.k_proj", "ppl": 6.764441013336182 }, { "layer": "layer.17.self_attn.v_proj", "ppl": 6.7622456550598145 }, { "layer": "layer.17.self_attn.o_proj", "ppl": 6.762179374694824 }, { "layer": "layer.17.mlp.gate_proj", "ppl": 6.764344215393066 }, { "layer": "layer.17.mlp.up_proj", "ppl": 6.762335777282715 }, { "layer": "layer.17.mlp.down_proj", "ppl": 6.758388996124268 }, { "layer": "layer.18.self_attn.q_proj", "ppl": 6.763574123382568 }, { "layer": "layer.18.self_attn.k_proj", "ppl": 6.763767719268799 }, { "layer": "layer.18.self_attn.v_proj", "ppl": 6.762648582458496 }, { "layer": "layer.18.self_attn.o_proj", "ppl": 6.763808250427246 }, { "layer": "layer.18.mlp.gate_proj", "ppl": 6.764949321746826 }, { "layer": "layer.18.mlp.up_proj", "ppl": 6.763996601104736 }, { "layer": "layer.18.mlp.down_proj", "ppl": 6.763986110687256 }, { "layer": "layer.19.self_attn.q_proj", "ppl": 6.763561248779297 }, { "layer": "layer.19.self_attn.k_proj", "ppl": 6.763382434844971 }, { "layer": "layer.19.self_attn.v_proj", "ppl": 6.762526512145996 }, { "layer": "layer.19.self_attn.o_proj", "ppl": 6.7636284828186035 }, { "layer": "layer.19.mlp.gate_proj", "ppl": 6.762861728668213 }, { "layer": "layer.19.mlp.up_proj", "ppl": 6.763116359710693 }, { "layer": "layer.19.mlp.down_proj", "ppl": 6.76194429397583 }, { "layer": "layer.20.self_attn.q_proj", "ppl": 6.763538837432861 }, { "layer": "layer.20.self_attn.k_proj", "ppl": 6.762932777404785 }, { "layer": "layer.20.self_attn.v_proj", "ppl": 6.7630534172058105 }, { "layer": "layer.20.self_attn.o_proj", "ppl": 6.763577461242676 }, { "layer": "layer.20.mlp.gate_proj", "ppl": 6.763227462768555 }, { "layer": "layer.20.mlp.up_proj", "ppl": 6.76408052444458 }, { "layer": "layer.20.mlp.down_proj", "ppl": 6.762425422668457 }, { "layer": "layer.21.self_attn.q_proj", "ppl": 6.762010097503662 }, { "layer": "layer.21.self_attn.k_proj", "ppl": 6.761295795440674 }, { "layer": "layer.21.self_attn.v_proj", "ppl": 6.762884140014648 }, { "layer": "layer.21.self_attn.o_proj", "ppl": 6.76307487487793 }, { "layer": "layer.21.mlp.gate_proj", "ppl": 6.7606964111328125 }, { "layer": "layer.21.mlp.up_proj", "ppl": 6.764468669891357 }, { "layer": "layer.21.mlp.down_proj", "ppl": 6.763222694396973 }, { "layer": "layer.22.self_attn.q_proj", "ppl": 6.763623237609863 }, { "layer": "layer.22.self_attn.k_proj", "ppl": 6.765302658081055 }, { "layer": "layer.22.self_attn.v_proj", "ppl": 6.765527248382568 }, { "layer": "layer.22.self_attn.o_proj", "ppl": 6.762664794921875 }, { "layer": "layer.22.mlp.gate_proj", "ppl": 6.763521194458008 }, { "layer": "layer.22.mlp.up_proj", "ppl": 6.763426780700684 }, { "layer": "layer.22.mlp.down_proj", "ppl": 6.761615753173828 }, { "layer": "layer.23.self_attn.q_proj", "ppl": 6.7643303871154785 }, { "layer": "layer.23.self_attn.k_proj", "ppl": 6.764451503753662 }, { "layer": "layer.23.self_attn.v_proj", "ppl": 6.763604640960693 }, { "layer": "layer.23.self_attn.o_proj", "ppl": 6.76253080368042 }, { "layer": "layer.23.mlp.gate_proj", "ppl": 6.7633209228515625 }, { "layer": "layer.23.mlp.up_proj", "ppl": 6.7644853591918945 }, { "layer": "layer.23.mlp.down_proj", "ppl": 6.761692523956299 }, { "layer": "layer.24.self_attn.q_proj", "ppl": 6.76307487487793 }, { "layer": "layer.24.self_attn.k_proj", "ppl": 6.76322078704834 }, { "layer": "layer.24.self_attn.v_proj", "ppl": 6.7624311447143555 }, { "layer": "layer.24.self_attn.o_proj", "ppl": 6.7628326416015625 }, { "layer": "layer.24.mlp.gate_proj", "ppl": 6.762165069580078 }, { "layer": "layer.24.mlp.up_proj", "ppl": 6.762685775756836 }, { "layer": "layer.24.mlp.down_proj", "ppl": 6.761272430419922 }, { "layer": "layer.25.self_attn.q_proj", "ppl": 6.763223648071289 }, { "layer": "layer.25.self_attn.k_proj", "ppl": 6.7634501457214355 }, { "layer": "layer.25.self_attn.v_proj", "ppl": 6.762996673583984 }, { "layer": "layer.25.self_attn.o_proj", "ppl": 6.76399040222168 }, { "layer": "layer.25.mlp.gate_proj", "ppl": 6.762065410614014 }, { "layer": "layer.25.mlp.up_proj", "ppl": 6.761148452758789 }, { "layer": "layer.25.mlp.down_proj", "ppl": 6.762246608734131 }, { "layer": "layer.26.self_attn.q_proj", "ppl": 6.764171123504639 }, { "layer": "layer.26.self_attn.k_proj", "ppl": 6.763150215148926 }, { "layer": "layer.26.self_attn.v_proj", "ppl": 6.761353969573975 }, { "layer": "layer.26.self_attn.o_proj", "ppl": 6.767086505889893 }, { "layer": "layer.26.mlp.gate_proj", "ppl": 6.7617363929748535 }, { "layer": "layer.26.mlp.up_proj", "ppl": 6.76118803024292 }, { "layer": "layer.26.mlp.down_proj", "ppl": 6.7644147872924805 }, { "layer": "layer.27.self_attn.q_proj", "ppl": 6.7635297775268555 }, { "layer": "layer.27.self_attn.k_proj", "ppl": 6.762956619262695 }, { "layer": "layer.27.self_attn.v_proj", "ppl": 6.7628326416015625 }, { "layer": "layer.27.self_attn.o_proj", "ppl": 6.763311386108398 }, { "layer": "layer.27.mlp.gate_proj", "ppl": 6.762197494506836 }, { "layer": "layer.27.mlp.up_proj", "ppl": 6.763420581817627 }, { "layer": "layer.27.mlp.down_proj", "ppl": 6.762169361114502 }, { "layer": "layer.28.self_attn.q_proj", "ppl": 6.763191223144531 }, { "layer": "layer.28.self_attn.k_proj", "ppl": 6.764561176300049 }, { "layer": "layer.28.self_attn.v_proj", "ppl": 6.764106273651123 }, { "layer": "layer.28.self_attn.o_proj", "ppl": 6.762721538543701 }, { "layer": "layer.28.mlp.gate_proj", "ppl": 6.765462398529053 }, { "layer": "layer.28.mlp.up_proj", "ppl": 6.763076305389404 }, { "layer": "layer.28.mlp.down_proj", "ppl": 6.76150369644165 }, { "layer": "layer.29.self_attn.q_proj", "ppl": 6.763509750366211 }, { "layer": "layer.29.self_attn.k_proj", "ppl": 6.763142108917236 }, { "layer": "layer.29.self_attn.v_proj", "ppl": 6.763905048370361 }, { "layer": "layer.29.self_attn.o_proj", "ppl": 6.762049198150635 }, { "layer": "layer.29.mlp.gate_proj", "ppl": 6.76420783996582 }, { "layer": "layer.29.mlp.up_proj", "ppl": 6.763985633850098 }, { "layer": "layer.29.mlp.down_proj", "ppl": 6.761720657348633 }, { "layer": "layer.30.self_attn.q_proj", "ppl": 6.762970924377441 }, { "layer": "layer.30.self_attn.k_proj", "ppl": 6.763954162597656 }, { "layer": "layer.30.self_attn.v_proj", "ppl": 6.7627668380737305 }, { "layer": "layer.30.self_attn.o_proj", "ppl": 6.764265537261963 }, { "layer": "layer.30.mlp.gate_proj", "ppl": 6.7618207931518555 }, { "layer": "layer.30.mlp.up_proj", "ppl": 6.76298713684082 }, { "layer": "layer.30.mlp.down_proj", "ppl": 6.7621073722839355 }, { "layer": "layer.31.self_attn.q_proj", "ppl": 6.763821125030518 }, { "layer": "layer.31.self_attn.k_proj", "ppl": 6.762996673583984 }, { "layer": "layer.31.self_attn.v_proj", "ppl": 6.761496543884277 }, { "layer": "layer.31.self_attn.o_proj", "ppl": 6.763087272644043 }, { "layer": "layer.31.mlp.gate_proj", "ppl": 6.759800434112549 }, { "layer": "layer.31.mlp.up_proj", "ppl": 6.76425313949585 }, { "layer": "layer.31.mlp.down_proj", "ppl": 6.76338005065918 }, { "layer": "layer.32.self_attn.q_proj", "ppl": 6.764070987701416 }, { "layer": "layer.32.self_attn.k_proj", "ppl": 6.763762950897217 }, { "layer": "layer.32.self_attn.v_proj", "ppl": 6.76460075378418 }, { "layer": "layer.32.self_attn.o_proj", "ppl": 6.762002944946289 }, { "layer": "layer.32.mlp.gate_proj", "ppl": 6.76099157333374 }, { "layer": "layer.32.mlp.up_proj", "ppl": 6.761763572692871 }, { "layer": "layer.32.mlp.down_proj", "ppl": 6.760686874389648 }, { "layer": "layer.33.self_attn.q_proj", "ppl": 6.7658467292785645 }, { "layer": "layer.33.self_attn.k_proj", "ppl": 6.764883518218994 }, { "layer": "layer.33.self_attn.v_proj", "ppl": 6.764628887176514 }, { "layer": "layer.33.self_attn.o_proj", "ppl": 6.76371431350708 }, { "layer": "layer.33.mlp.gate_proj", "ppl": 6.761897087097168 }, { "layer": "layer.33.mlp.up_proj", "ppl": 6.761867046356201 }, { "layer": "layer.33.mlp.down_proj", "ppl": 6.761028289794922 }, { "layer": "layer.34.self_attn.q_proj", "ppl": 6.762771129608154 }, { "layer": "layer.34.self_attn.k_proj", "ppl": 6.7638163566589355 }, { "layer": "layer.34.self_attn.v_proj", "ppl": 6.764111042022705 }, { "layer": "layer.34.self_attn.o_proj", "ppl": 6.765666484832764 }, { "layer": "layer.34.mlp.gate_proj", "ppl": 6.760650634765625 }, { "layer": "layer.34.mlp.up_proj", "ppl": 6.761096954345703 }, { "layer": "layer.34.mlp.down_proj", "ppl": 6.763350009918213 }, { "layer": "layer.35.self_attn.q_proj", "ppl": 6.764175891876221 }, { "layer": "layer.35.self_attn.k_proj", "ppl": 6.764654636383057 }, { "layer": "layer.35.self_attn.v_proj", "ppl": 6.763521194458008 }, { "layer": "layer.35.self_attn.o_proj", "ppl": 6.763880252838135 }, { "layer": "layer.35.mlp.gate_proj", "ppl": 6.760577201843262 }, { "layer": "layer.35.mlp.up_proj", "ppl": 6.761826038360596 }, { "layer": "layer.35.mlp.down_proj", "ppl": 6.763408660888672 }, { "layer": "layer.36.self_attn.q_proj", "ppl": 6.7637176513671875 }, { "layer": "layer.36.self_attn.k_proj", "ppl": 6.764803886413574 }, { "layer": "layer.36.self_attn.v_proj", "ppl": 6.763485908508301 }, { "layer": "layer.36.self_attn.o_proj", "ppl": 6.762419700622559 }, { "layer": "layer.36.mlp.gate_proj", "ppl": 6.760815620422363 }, { "layer": "layer.36.mlp.up_proj", "ppl": 6.7628583908081055 }, { "layer": "layer.36.mlp.down_proj", "ppl": 6.761620998382568 }, { "layer": "layer.37.self_attn.q_proj", "ppl": 6.763638973236084 }, { "layer": "layer.37.self_attn.k_proj", "ppl": 6.763362884521484 }, { "layer": "layer.37.self_attn.v_proj", "ppl": 6.763261318206787 }, { "layer": "layer.37.self_attn.o_proj", "ppl": 6.762710094451904 }, { "layer": "layer.37.mlp.gate_proj", "ppl": 6.762739658355713 }, { "layer": "layer.37.mlp.up_proj", "ppl": 6.763167858123779 }, { "layer": "layer.37.mlp.down_proj", "ppl": 6.765223979949951 }, { "layer": "layer.38.self_attn.q_proj", "ppl": 6.764674186706543 }, { "layer": "layer.38.self_attn.k_proj", "ppl": 6.764533996582031 }, { "layer": "layer.38.self_attn.v_proj", "ppl": 6.7634477615356445 }, { "layer": "layer.38.self_attn.o_proj", "ppl": 6.763643264770508 }, { "layer": "layer.38.mlp.gate_proj", "ppl": 6.762241363525391 }, { "layer": "layer.38.mlp.up_proj", "ppl": 6.762872695922852 }, { "layer": "layer.38.mlp.down_proj", "ppl": 6.762502670288086 }, { "layer": "layer.39.self_attn.q_proj", "ppl": 6.7646660804748535 }, { "layer": "layer.39.self_attn.k_proj", "ppl": 6.762316703796387 }, { "layer": "layer.39.self_attn.v_proj", "ppl": 6.761346817016602 }, { "layer": "layer.39.self_attn.o_proj", "ppl": 6.762579441070557 }, { "layer": "layer.39.mlp.gate_proj", "ppl": 6.763371467590332 }, { "layer": "layer.39.mlp.up_proj", "ppl": 6.76428747177124 }, { "layer": "layer.39.mlp.down_proj", "ppl": 6.762424468994141 }, { "layer": "layer.40.self_attn.q_proj", "ppl": 6.762328147888184 }, { "layer": "layer.40.self_attn.k_proj", "ppl": 6.764064311981201 }, { "layer": "layer.40.self_attn.v_proj", "ppl": 6.764368057250977 }, { "layer": "layer.40.self_attn.o_proj", "ppl": 6.762632369995117 }, { "layer": "layer.40.mlp.gate_proj", "ppl": 6.762011528015137 }, { "layer": "layer.40.mlp.up_proj", "ppl": 6.76249885559082 }, { "layer": "layer.40.mlp.down_proj", "ppl": 6.757964134216309 }, { "layer": "layer.41.self_attn.q_proj", "ppl": 6.764647483825684 }, { "layer": "layer.41.self_attn.k_proj", "ppl": 6.764032363891602 }, { "layer": "layer.41.self_attn.v_proj", "ppl": 6.763785362243652 }, { "layer": "layer.41.self_attn.o_proj", "ppl": 6.765154838562012 }, { "layer": "layer.41.mlp.gate_proj", "ppl": 6.762482643127441 }, { "layer": "layer.41.mlp.up_proj", "ppl": 6.758394718170166 }, { "layer": "layer.41.mlp.down_proj", "ppl": 6.760617256164551 }, { "layer": "layer.42.self_attn.q_proj", "ppl": 6.765109062194824 }, { "layer": "layer.42.self_attn.k_proj", "ppl": 6.765177249908447 }, { "layer": "layer.42.self_attn.v_proj", "ppl": 6.763704776763916 }, { "layer": "layer.42.self_attn.o_proj", "ppl": 6.761219024658203 }, { "layer": "layer.42.mlp.gate_proj", "ppl": 6.7624125480651855 }, { "layer": "layer.42.mlp.up_proj", "ppl": 6.764239311218262 }, { "layer": "layer.42.mlp.down_proj", "ppl": 6.762007713317871 }, { "layer": "layer.43.self_attn.q_proj", "ppl": 6.764275550842285 }, { "layer": "layer.43.self_attn.k_proj", "ppl": 6.764993190765381 }, { "layer": "layer.43.self_attn.v_proj", "ppl": 6.763099670410156 }, { "layer": "layer.43.self_attn.o_proj", "ppl": 6.760262966156006 }, { "layer": "layer.43.mlp.gate_proj", "ppl": 6.764012813568115 }, { "layer": "layer.43.mlp.up_proj", "ppl": 6.764680862426758 }, { "layer": "layer.43.mlp.down_proj", "ppl": 6.762969493865967 }, { "layer": "layer.44.self_attn.q_proj", "ppl": 6.76461935043335 }, { "layer": "layer.44.self_attn.k_proj", "ppl": 6.763983726501465 }, { "layer": "layer.44.self_attn.v_proj", "ppl": 6.761964321136475 }, { "layer": "layer.44.self_attn.o_proj", "ppl": 6.763147354125977 }, { "layer": "layer.44.mlp.gate_proj", "ppl": 6.763144016265869 }, { "layer": "layer.44.mlp.up_proj", "ppl": 6.761153697967529 }, { "layer": "layer.44.mlp.down_proj", "ppl": 6.761789321899414 }, { "layer": "layer.45.self_attn.q_proj", "ppl": 6.76467227935791 }, { "layer": "layer.45.self_attn.k_proj", "ppl": 6.7635064125061035 }, { "layer": "layer.45.self_attn.v_proj", "ppl": 6.76408576965332 }, { "layer": "layer.45.self_attn.o_proj", "ppl": 6.762052059173584 }, { "layer": "layer.45.mlp.gate_proj", "ppl": 6.760183334350586 }, { "layer": "layer.45.mlp.up_proj", "ppl": 6.762719631195068 }, { "layer": "layer.45.mlp.down_proj", "ppl": 6.76289701461792 }, { "layer": "layer.46.self_attn.q_proj", "ppl": 6.762682914733887 }, { "layer": "layer.46.self_attn.k_proj", "ppl": 6.763830661773682 }, { "layer": "layer.46.self_attn.v_proj", "ppl": 6.761545181274414 }, { "layer": "layer.46.self_attn.o_proj", "ppl": 6.759727954864502 }, { "layer": "layer.46.mlp.gate_proj", "ppl": 6.761758804321289 }, { "layer": "layer.46.mlp.up_proj", "ppl": 6.760030269622803 }, { "layer": "layer.46.mlp.down_proj", "ppl": 6.760898590087891 }, { "layer": "layer.47.self_attn.q_proj", "ppl": 6.762936115264893 }, { "layer": "layer.47.self_attn.k_proj", "ppl": 6.763446807861328 }, { "layer": "layer.47.self_attn.v_proj", "ppl": 6.761012077331543 }, { "layer": "layer.47.self_attn.o_proj", "ppl": 6.762156963348389 }, { "layer": "layer.47.mlp.gate_proj", "ppl": 6.760467529296875 }, { "layer": "layer.47.mlp.up_proj", "ppl": 6.761936664581299 }, { "layer": "layer.47.mlp.down_proj", "ppl": 6.760733604431152 }, { "layer": "layer.48.self_attn.q_proj", "ppl": 6.763167858123779 }, { "layer": "layer.48.self_attn.k_proj", "ppl": 6.764393329620361 }, { "layer": "layer.48.self_attn.v_proj", "ppl": 6.762719631195068 }, { "layer": "layer.48.self_attn.o_proj", "ppl": 6.7624592781066895 }, { "layer": "layer.48.mlp.gate_proj", "ppl": 6.760308742523193 }, { "layer": "layer.48.mlp.up_proj", "ppl": 6.761122226715088 }, { "layer": "layer.48.mlp.down_proj", "ppl": 6.7630534172058105 }, { "layer": "layer.49.self_attn.q_proj", "ppl": 6.763164043426514 }, { "layer": "layer.49.self_attn.k_proj", "ppl": 6.764699459075928 }, { "layer": "layer.49.self_attn.v_proj", "ppl": 6.761976718902588 }, { "layer": "layer.49.self_attn.o_proj", "ppl": 6.761033535003662 }, { "layer": "layer.49.mlp.gate_proj", "ppl": 6.758388042449951 }, { "layer": "layer.49.mlp.up_proj", "ppl": 6.759052753448486 }, { "layer": "layer.49.mlp.down_proj", "ppl": 6.760919570922852 }, { "layer": "layer.50.self_attn.q_proj", "ppl": 6.763604640960693 }, { "layer": "layer.50.self_attn.k_proj", "ppl": 6.76345157623291 }, { "layer": "layer.50.self_attn.v_proj", "ppl": 6.761055946350098 }, { "layer": "layer.50.self_attn.o_proj", "ppl": 6.760369300842285 }, { "layer": "layer.50.mlp.gate_proj", "ppl": 6.7578444480896 }, { "layer": "layer.50.mlp.up_proj", "ppl": 6.760913848876953 }, { "layer": "layer.50.mlp.down_proj", "ppl": 6.761382579803467 }, { "layer": "layer.51.self_attn.q_proj", "ppl": 6.756168842315674 }, { "layer": "layer.51.self_attn.k_proj", "ppl": 6.756811141967773 }, { "layer": "layer.51.self_attn.v_proj", "ppl": 6.7606964111328125 }, { "layer": "layer.51.self_attn.o_proj", "ppl": 6.764300346374512 }, { "layer": "layer.51.mlp.gate_proj", "ppl": 6.753533840179443 }, { "layer": "layer.51.mlp.up_proj", "ppl": 6.758440971374512 }, { "layer": "layer.51.mlp.down_proj", "ppl": 6.758096218109131 }, { "layer": "layer.52.self_attn.q_proj", "ppl": 6.7636823654174805 }, { "layer": "layer.52.self_attn.k_proj", "ppl": 6.766345024108887 }, { "layer": "layer.52.self_attn.v_proj", "ppl": 6.764317035675049 }, { "layer": "layer.52.self_attn.o_proj", "ppl": 6.764811038970947 }, { "layer": "layer.52.mlp.gate_proj", "ppl": 6.753955364227295 }, { "layer": "layer.52.mlp.up_proj", "ppl": 6.75874662399292 }, { "layer": "layer.52.mlp.down_proj", "ppl": 6.757638931274414 }, { "layer": "layer.53.self_attn.q_proj", "ppl": 6.7638258934021 }, { "layer": "layer.53.self_attn.k_proj", "ppl": 6.762776851654053 }, { "layer": "layer.53.self_attn.v_proj", "ppl": 6.758452415466309 }, { "layer": "layer.53.self_attn.o_proj", "ppl": 6.763176441192627 }, { "layer": "layer.53.mlp.gate_proj", "ppl": 6.753220081329346 }, { "layer": "layer.53.mlp.up_proj", "ppl": 6.760018825531006 }, { "layer": "layer.53.mlp.down_proj", "ppl": 6.754497051239014 }, { "layer": "layer.54.self_attn.q_proj", "ppl": 6.762875080108643 }, { "layer": "layer.54.self_attn.k_proj", "ppl": 6.762901782989502 }, { "layer": "layer.54.self_attn.v_proj", "ppl": 6.762502670288086 }, { "layer": "layer.54.self_attn.o_proj", "ppl": 6.7637810707092285 }, { "layer": "layer.54.mlp.gate_proj", "ppl": 6.750236511230469 }, { "layer": "layer.54.mlp.up_proj", "ppl": 6.758615970611572 }, { "layer": "layer.54.mlp.down_proj", "ppl": 6.754575252532959 }, { "layer": "layer.55.self_attn.q_proj", "ppl": 6.762253761291504 }, { "layer": "layer.55.self_attn.k_proj", "ppl": 6.761308670043945 }, { "layer": "layer.55.self_attn.v_proj", "ppl": 6.762231826782227 }, { "layer": "layer.55.self_attn.o_proj", "ppl": 6.763161659240723 }, { "layer": "layer.55.mlp.gate_proj", "ppl": 6.750162601470947 }, { "layer": "layer.55.mlp.up_proj", "ppl": 6.757209300994873 }, { "layer": "layer.55.mlp.down_proj", "ppl": 6.756463527679443 }, { "layer": "layer.56.self_attn.q_proj", "ppl": 6.762599945068359 }, { "layer": "layer.56.self_attn.k_proj", "ppl": 6.763469696044922 }, { "layer": "layer.56.self_attn.v_proj", "ppl": 6.761129379272461 }, { "layer": "layer.56.self_attn.o_proj", "ppl": 6.764335632324219 }, { "layer": "layer.56.mlp.gate_proj", "ppl": 6.75053071975708 }, { "layer": "layer.56.mlp.up_proj", "ppl": 6.757509231567383 }, { "layer": "layer.56.mlp.down_proj", "ppl": 6.753660678863525 }, { "layer": "layer.57.self_attn.q_proj", "ppl": 6.763108253479004 }, { "layer": "layer.57.self_attn.k_proj", "ppl": 6.763527870178223 }, { "layer": "layer.57.self_attn.v_proj", "ppl": 6.761209964752197 }, { "layer": "layer.57.self_attn.o_proj", "ppl": 6.765625476837158 }, { "layer": "layer.57.mlp.gate_proj", "ppl": 6.7535600662231445 }, { "layer": "layer.57.mlp.up_proj", "ppl": 6.7569661140441895 }, { "layer": "layer.57.mlp.down_proj", "ppl": 6.7540483474731445 }, { "layer": "layer.58.self_attn.q_proj", "ppl": 6.764444351196289 }, { "layer": "layer.58.self_attn.k_proj", "ppl": 6.764364242553711 }, { "layer": "layer.58.self_attn.v_proj", "ppl": 6.765596866607666 }, { "layer": "layer.58.self_attn.o_proj", "ppl": 6.764637470245361 }, { "layer": "layer.58.mlp.gate_proj", "ppl": 6.751081943511963 }, { "layer": "layer.58.mlp.up_proj", "ppl": 6.756685733795166 }, { "layer": "layer.58.mlp.down_proj", "ppl": 6.756237983703613 }, { "layer": "layer.59.self_attn.q_proj", "ppl": 6.761613845825195 }, { "layer": "layer.59.self_attn.k_proj", "ppl": 6.763521671295166 }, { "layer": "layer.59.self_attn.v_proj", "ppl": 6.761377334594727 }, { "layer": "layer.59.self_attn.o_proj", "ppl": 6.763787269592285 }, { "layer": "layer.59.mlp.gate_proj", "ppl": 6.753875255584717 }, { "layer": "layer.59.mlp.up_proj", "ppl": 6.757145881652832 }, { "layer": "layer.59.mlp.down_proj", "ppl": 6.753867149353027 }, { "layer": "layer.60.self_attn.q_proj", "ppl": 6.762670040130615 }, { "layer": "layer.60.self_attn.k_proj", "ppl": 6.7617363929748535 }, { "layer": "layer.60.self_attn.v_proj", "ppl": 6.759895324707031 }, { "layer": "layer.60.self_attn.o_proj", "ppl": 6.76322078704834 }, { "layer": "layer.60.mlp.gate_proj", "ppl": 6.751872539520264 }, { "layer": "layer.60.mlp.up_proj", "ppl": 6.759526252746582 }, { "layer": "layer.60.mlp.down_proj", "ppl": 6.757269859313965 }, { "layer": "layer.61.self_attn.q_proj", "ppl": 6.763853073120117 }, { "layer": "layer.61.self_attn.k_proj", "ppl": 6.7652363777160645 }, { "layer": "layer.61.self_attn.v_proj", "ppl": 6.762813091278076 }, { "layer": "layer.61.self_attn.o_proj", "ppl": 6.765857696533203 }, { "layer": "layer.61.mlp.gate_proj", "ppl": 6.754091739654541 }, { "layer": "layer.61.mlp.up_proj", "ppl": 6.754329204559326 }, { "layer": "layer.61.mlp.down_proj", "ppl": 6.752110958099365 }, { "layer": "layer.62.self_attn.q_proj", "ppl": 6.764909267425537 }, { "layer": "layer.62.self_attn.k_proj", "ppl": 6.765462875366211 }, { "layer": "layer.62.self_attn.v_proj", "ppl": 6.765007972717285 }, { "layer": "layer.62.self_attn.o_proj", "ppl": 6.76699686050415 }, { "layer": "layer.62.mlp.gate_proj", "ppl": 6.745460510253906 }, { "layer": "layer.62.mlp.up_proj", "ppl": 6.750456809997559 }, { "layer": "layer.62.mlp.down_proj", "ppl": 6.742245197296143 }, { "layer": "layer.63.self_attn.q_proj", "ppl": 6.761804103851318 }, { "layer": "layer.63.self_attn.k_proj", "ppl": 6.763137340545654 }, { "layer": "layer.63.self_attn.v_proj", "ppl": 6.7634406089782715 }, { "layer": "layer.63.self_attn.o_proj", "ppl": 6.767157077789307 }, { "layer": "layer.63.mlp.gate_proj", "ppl": 6.729635238647461 }, { "layer": "layer.63.mlp.up_proj", "ppl": 6.722536087036133 }, { "layer": "layer.63.mlp.down_proj", "ppl": 6.716101169586182 } ] }, { "bit": 4, "ppls": [ { "layer": "layer.0.self_attn.q_proj", "ppl": 5.877098083496094 }, { "layer": "layer.0.self_attn.k_proj", "ppl": 5.876732349395752 }, { "layer": "layer.0.self_attn.v_proj", "ppl": 5.879519939422607 }, { "layer": "layer.0.self_attn.o_proj", "ppl": 5.879858016967773 }, { "layer": "layer.0.mlp.gate_proj", "ppl": 5.879368782043457 }, { "layer": "layer.0.mlp.up_proj", "ppl": 5.879315376281738 }, { "layer": "layer.0.mlp.down_proj", "ppl": 5.8784966468811035 }, { "layer": "layer.1.self_attn.q_proj", "ppl": 5.880407810211182 }, { "layer": "layer.1.self_attn.k_proj", "ppl": 5.8805999755859375 }, { "layer": "layer.1.self_attn.v_proj", "ppl": 5.8804216384887695 }, { "layer": "layer.1.self_attn.o_proj", "ppl": 5.880119800567627 }, { "layer": "layer.1.mlp.gate_proj", "ppl": 5.879420280456543 }, { "layer": "layer.1.mlp.up_proj", "ppl": 5.879817962646484 }, { "layer": "layer.1.mlp.down_proj", "ppl": 5.879891395568848 }, { "layer": "layer.2.self_attn.q_proj", "ppl": 5.880059719085693 }, { "layer": "layer.2.self_attn.k_proj", "ppl": 5.880319118499756 }, { "layer": "layer.2.self_attn.v_proj", "ppl": 5.880061149597168 }, { "layer": "layer.2.self_attn.o_proj", "ppl": 5.879756927490234 }, { "layer": "layer.2.mlp.gate_proj", "ppl": 5.879586219787598 }, { "layer": "layer.2.mlp.up_proj", "ppl": 5.879701614379883 }, { "layer": "layer.2.mlp.down_proj", "ppl": 5.8799333572387695 }, { "layer": "layer.3.self_attn.q_proj", "ppl": 5.88059663772583 }, { "layer": "layer.3.self_attn.k_proj", "ppl": 5.880086421966553 }, { "layer": "layer.3.self_attn.v_proj", "ppl": 5.879049301147461 }, { "layer": "layer.3.self_attn.o_proj", "ppl": 5.8795037269592285 }, { "layer": "layer.3.mlp.gate_proj", "ppl": 5.878237247467041 }, { "layer": "layer.3.mlp.up_proj", "ppl": 5.879861831665039 }, { "layer": "layer.3.mlp.down_proj", "ppl": 5.8796586990356445 }, { "layer": "layer.4.self_attn.q_proj", "ppl": 5.880073547363281 }, { "layer": "layer.4.self_attn.k_proj", "ppl": 5.880082130432129 }, { "layer": "layer.4.self_attn.v_proj", "ppl": 5.878503799438477 }, { "layer": "layer.4.self_attn.o_proj", "ppl": 5.879469394683838 }, { "layer": "layer.4.mlp.gate_proj", "ppl": 5.87910795211792 }, { "layer": "layer.4.mlp.up_proj", "ppl": 5.879068374633789 }, { "layer": "layer.4.mlp.down_proj", "ppl": 5.879095077514648 }, { "layer": "layer.5.self_attn.q_proj", "ppl": 5.87962532043457 }, { "layer": "layer.5.self_attn.k_proj", "ppl": 5.880080699920654 }, { "layer": "layer.5.self_attn.v_proj", "ppl": 5.879671573638916 }, { "layer": "layer.5.self_attn.o_proj", "ppl": 5.8799729347229 }, { "layer": "layer.5.mlp.gate_proj", "ppl": 5.878665924072266 }, { "layer": "layer.5.mlp.up_proj", "ppl": 5.879239559173584 }, { "layer": "layer.5.mlp.down_proj", "ppl": 5.877763748168945 }, { "layer": "layer.6.self_attn.q_proj", "ppl": 5.880578517913818 }, { "layer": "layer.6.self_attn.k_proj", "ppl": 5.880115985870361 }, { "layer": "layer.6.self_attn.v_proj", "ppl": 5.8801493644714355 }, { "layer": "layer.6.self_attn.o_proj", "ppl": 5.880154609680176 }, { "layer": "layer.6.mlp.gate_proj", "ppl": 5.878503799438477 }, { "layer": "layer.6.mlp.up_proj", "ppl": 5.878813743591309 }, { "layer": "layer.6.mlp.down_proj", "ppl": 5.877726078033447 }, { "layer": "layer.7.self_attn.q_proj", "ppl": 5.880192756652832 }, { "layer": "layer.7.self_attn.k_proj", "ppl": 5.88022518157959 }, { "layer": "layer.7.self_attn.v_proj", "ppl": 5.880453586578369 }, { "layer": "layer.7.self_attn.o_proj", "ppl": 5.879598617553711 }, { "layer": "layer.7.mlp.gate_proj", "ppl": 5.878960132598877 }, { "layer": "layer.7.mlp.up_proj", "ppl": 5.8814592361450195 }, { "layer": "layer.7.mlp.down_proj", "ppl": 5.8799662590026855 }, { "layer": "layer.8.self_attn.q_proj", "ppl": 5.880072116851807 }, { "layer": "layer.8.self_attn.k_proj", "ppl": 5.88056755065918 }, { "layer": "layer.8.self_attn.v_proj", "ppl": 5.880183219909668 }, { "layer": "layer.8.self_attn.o_proj", "ppl": 5.881519794464111 }, { "layer": "layer.8.mlp.gate_proj", "ppl": 5.879734992980957 }, { "layer": "layer.8.mlp.up_proj", "ppl": 5.880003929138184 }, { "layer": "layer.8.mlp.down_proj", "ppl": 5.88013219833374 }, { "layer": "layer.9.self_attn.q_proj", "ppl": 5.880434989929199 }, { "layer": "layer.9.self_attn.k_proj", "ppl": 5.879247665405273 }, { "layer": "layer.9.self_attn.v_proj", "ppl": 5.880016326904297 }, { "layer": "layer.9.self_attn.o_proj", "ppl": 5.879535675048828 }, { "layer": "layer.9.mlp.gate_proj", "ppl": 5.8786420822143555 }, { "layer": "layer.9.mlp.up_proj", "ppl": 5.878873825073242 }, { "layer": "layer.9.mlp.down_proj", "ppl": 5.877592086791992 }, { "layer": "layer.10.self_attn.q_proj", "ppl": 5.880230903625488 }, { "layer": "layer.10.self_attn.k_proj", "ppl": 5.879799842834473 }, { "layer": "layer.10.self_attn.v_proj", "ppl": 5.880428314208984 }, { "layer": "layer.10.self_attn.o_proj", "ppl": 5.880103588104248 }, { "layer": "layer.10.mlp.gate_proj", "ppl": 5.879878997802734 }, { "layer": "layer.10.mlp.up_proj", "ppl": 5.879822731018066 }, { "layer": "layer.10.mlp.down_proj", "ppl": 5.877878665924072 }, { "layer": "layer.11.self_attn.q_proj", "ppl": 5.879176616668701 }, { "layer": "layer.11.self_attn.k_proj", "ppl": 5.87982177734375 }, { "layer": "layer.11.self_attn.v_proj", "ppl": 5.880073547363281 }, { "layer": "layer.11.self_attn.o_proj", "ppl": 5.881454944610596 }, { "layer": "layer.11.mlp.gate_proj", "ppl": 5.881415367126465 }, { "layer": "layer.11.mlp.up_proj", "ppl": 5.880819320678711 }, { "layer": "layer.11.mlp.down_proj", "ppl": 5.878255844116211 }, { "layer": "layer.12.self_attn.q_proj", "ppl": 5.880562782287598 }, { "layer": "layer.12.self_attn.k_proj", "ppl": 5.8805460929870605 }, { "layer": "layer.12.self_attn.v_proj", "ppl": 5.880279541015625 }, { "layer": "layer.12.self_attn.o_proj", "ppl": 5.879917144775391 }, { "layer": "layer.12.mlp.gate_proj", "ppl": 5.879589080810547 }, { "layer": "layer.12.mlp.up_proj", "ppl": 5.879273891448975 }, { "layer": "layer.12.mlp.down_proj", "ppl": 5.879058361053467 }, { "layer": "layer.13.self_attn.q_proj", "ppl": 5.880635738372803 }, { "layer": "layer.13.self_attn.k_proj", "ppl": 5.880496978759766 }, { "layer": "layer.13.self_attn.v_proj", "ppl": 5.879169464111328 }, { "layer": "layer.13.self_attn.o_proj", "ppl": 5.880268573760986 }, { "layer": "layer.13.mlp.gate_proj", "ppl": 5.87856388092041 }, { "layer": "layer.13.mlp.up_proj", "ppl": 5.878823280334473 }, { "layer": "layer.13.mlp.down_proj", "ppl": 5.879147529602051 }, { "layer": "layer.14.self_attn.q_proj", "ppl": 5.880159378051758 }, { "layer": "layer.14.self_attn.k_proj", "ppl": 5.88016414642334 }, { "layer": "layer.14.self_attn.v_proj", "ppl": 5.879756927490234 }, { "layer": "layer.14.self_attn.o_proj", "ppl": 5.88025426864624 }, { "layer": "layer.14.mlp.gate_proj", "ppl": 5.8796257972717285 }, { "layer": "layer.14.mlp.up_proj", "ppl": 5.879617691040039 }, { "layer": "layer.14.mlp.down_proj", "ppl": 5.878429412841797 }, { "layer": "layer.15.self_attn.q_proj", "ppl": 5.880282878875732 }, { "layer": "layer.15.self_attn.k_proj", "ppl": 5.88038444519043 }, { "layer": "layer.15.self_attn.v_proj", "ppl": 5.879516124725342 }, { "layer": "layer.15.self_attn.o_proj", "ppl": 5.8798112869262695 }, { "layer": "layer.15.mlp.gate_proj", "ppl": 5.880610466003418 }, { "layer": "layer.15.mlp.up_proj", "ppl": 5.8784894943237305 }, { "layer": "layer.15.mlp.down_proj", "ppl": 5.879039287567139 }, { "layer": "layer.16.self_attn.q_proj", "ppl": 5.8805155754089355 }, { "layer": "layer.16.self_attn.k_proj", "ppl": 5.880373477935791 }, { "layer": "layer.16.self_attn.v_proj", "ppl": 5.880575656890869 }, { "layer": "layer.16.self_attn.o_proj", "ppl": 5.8797807693481445 }, { "layer": "layer.16.mlp.gate_proj", "ppl": 5.879706382751465 }, { "layer": "layer.16.mlp.up_proj", "ppl": 5.880800247192383 }, { "layer": "layer.16.mlp.down_proj", "ppl": 5.879025936126709 }, { "layer": "layer.17.self_attn.q_proj", "ppl": 5.8803839683532715 }, { "layer": "layer.17.self_attn.k_proj", "ppl": 5.880341529846191 }, { "layer": "layer.17.self_attn.v_proj", "ppl": 5.880160808563232 }, { "layer": "layer.17.self_attn.o_proj", "ppl": 5.880982398986816 }, { "layer": "layer.17.mlp.gate_proj", "ppl": 5.8782453536987305 }, { "layer": "layer.17.mlp.up_proj", "ppl": 5.8800177574157715 }, { "layer": "layer.17.mlp.down_proj", "ppl": 5.8800482749938965 }, { "layer": "layer.18.self_attn.q_proj", "ppl": 5.880037784576416 }, { "layer": "layer.18.self_attn.k_proj", "ppl": 5.879894733428955 }, { "layer": "layer.18.self_attn.v_proj", "ppl": 5.880552291870117 }, { "layer": "layer.18.self_attn.o_proj", "ppl": 5.879680633544922 }, { "layer": "layer.18.mlp.gate_proj", "ppl": 5.879974365234375 }, { "layer": "layer.18.mlp.up_proj", "ppl": 5.880180358886719 }, { "layer": "layer.18.mlp.down_proj", "ppl": 5.880429744720459 }, { "layer": "layer.19.self_attn.q_proj", "ppl": 5.880431175231934 }, { "layer": "layer.19.self_attn.k_proj", "ppl": 5.880247592926025 }, { "layer": "layer.19.self_attn.v_proj", "ppl": 5.8803839683532715 }, { "layer": "layer.19.self_attn.o_proj", "ppl": 5.880882740020752 }, { "layer": "layer.19.mlp.gate_proj", "ppl": 5.88054084777832 }, { "layer": "layer.19.mlp.up_proj", "ppl": 5.879520893096924 }, { "layer": "layer.19.mlp.down_proj", "ppl": 5.8811492919921875 }, { "layer": "layer.20.self_attn.q_proj", "ppl": 5.880122661590576 }, { "layer": "layer.20.self_attn.k_proj", "ppl": 5.880611419677734 }, { "layer": "layer.20.self_attn.v_proj", "ppl": 5.879782199859619 }, { "layer": "layer.20.self_attn.o_proj", "ppl": 5.879677772521973 }, { "layer": "layer.20.mlp.gate_proj", "ppl": 5.880160808563232 }, { "layer": "layer.20.mlp.up_proj", "ppl": 5.881364822387695 }, { "layer": "layer.20.mlp.down_proj", "ppl": 5.878844261169434 }, { "layer": "layer.21.self_attn.q_proj", "ppl": 5.880664348602295 }, { "layer": "layer.21.self_attn.k_proj", "ppl": 5.879691123962402 }, { "layer": "layer.21.self_attn.v_proj", "ppl": 5.880194187164307 }, { "layer": "layer.21.self_attn.o_proj", "ppl": 5.878907203674316 }, { "layer": "layer.21.mlp.gate_proj", "ppl": 5.879238128662109 }, { "layer": "layer.21.mlp.up_proj", "ppl": 5.880049228668213 }, { "layer": "layer.21.mlp.down_proj", "ppl": 5.88015079498291 }, { "layer": "layer.22.self_attn.q_proj", "ppl": 5.880363464355469 }, { "layer": "layer.22.self_attn.k_proj", "ppl": 5.880849361419678 }, { "layer": "layer.22.self_attn.v_proj", "ppl": 5.8801751136779785 }, { "layer": "layer.22.self_attn.o_proj", "ppl": 5.8801655769348145 }, { "layer": "layer.22.mlp.gate_proj", "ppl": 5.880911350250244 }, { "layer": "layer.22.mlp.up_proj", "ppl": 5.880120754241943 }, { "layer": "layer.22.mlp.down_proj", "ppl": 5.879848003387451 }, { "layer": "layer.23.self_attn.q_proj", "ppl": 5.880406379699707 }, { "layer": "layer.23.self_attn.k_proj", "ppl": 5.880254745483398 }, { "layer": "layer.23.self_attn.v_proj", "ppl": 5.879995822906494 }, { "layer": "layer.23.self_attn.o_proj", "ppl": 5.879463195800781 }, { "layer": "layer.23.mlp.gate_proj", "ppl": 5.879863262176514 }, { "layer": "layer.23.mlp.up_proj", "ppl": 5.880188941955566 }, { "layer": "layer.23.mlp.down_proj", "ppl": 5.880028247833252 }, { "layer": "layer.24.self_attn.q_proj", "ppl": 5.879953384399414 }, { "layer": "layer.24.self_attn.k_proj", "ppl": 5.880254745483398 }, { "layer": "layer.24.self_attn.v_proj", "ppl": 5.880134105682373 }, { "layer": "layer.24.self_attn.o_proj", "ppl": 5.880166053771973 }, { "layer": "layer.24.mlp.gate_proj", "ppl": 5.879586219787598 }, { "layer": "layer.24.mlp.up_proj", "ppl": 5.8803019523620605 }, { "layer": "layer.24.mlp.down_proj", "ppl": 5.879612922668457 }, { "layer": "layer.25.self_attn.q_proj", "ppl": 5.880176544189453 }, { "layer": "layer.25.self_attn.k_proj", "ppl": 5.880183696746826 }, { "layer": "layer.25.self_attn.v_proj", "ppl": 5.880208969116211 }, { "layer": "layer.25.self_attn.o_proj", "ppl": 5.879642963409424 }, { "layer": "layer.25.mlp.gate_proj", "ppl": 5.880189895629883 }, { "layer": "layer.25.mlp.up_proj", "ppl": 5.879137992858887 }, { "layer": "layer.25.mlp.down_proj", "ppl": 5.880006313323975 }, { "layer": "layer.26.self_attn.q_proj", "ppl": 5.880415916442871 }, { "layer": "layer.26.self_attn.k_proj", "ppl": 5.88017463684082 }, { "layer": "layer.26.self_attn.v_proj", "ppl": 5.8802080154418945 }, { "layer": "layer.26.self_attn.o_proj", "ppl": 5.880077362060547 }, { "layer": "layer.26.mlp.gate_proj", "ppl": 5.881259918212891 }, { "layer": "layer.26.mlp.up_proj", "ppl": 5.880706787109375 }, { "layer": "layer.26.mlp.down_proj", "ppl": 5.881784439086914 }, { "layer": "layer.27.self_attn.q_proj", "ppl": 5.880397319793701 }, { "layer": "layer.27.self_attn.k_proj", "ppl": 5.880083084106445 }, { "layer": "layer.27.self_attn.v_proj", "ppl": 5.880781173706055 }, { "layer": "layer.27.self_attn.o_proj", "ppl": 5.879770278930664 }, { "layer": "layer.27.mlp.gate_proj", "ppl": 5.880884170532227 }, { "layer": "layer.27.mlp.up_proj", "ppl": 5.87873649597168 }, { "layer": "layer.27.mlp.down_proj", "ppl": 5.880838871002197 }, { "layer": "layer.28.self_attn.q_proj", "ppl": 5.8802809715271 }, { "layer": "layer.28.self_attn.k_proj", "ppl": 5.879910945892334 }, { "layer": "layer.28.self_attn.v_proj", "ppl": 5.880692958831787 }, { "layer": "layer.28.self_attn.o_proj", "ppl": 5.87991189956665 }, { "layer": "layer.28.mlp.gate_proj", "ppl": 5.8791632652282715 }, { "layer": "layer.28.mlp.up_proj", "ppl": 5.880259037017822 }, { "layer": "layer.28.mlp.down_proj", "ppl": 5.879756927490234 }, { "layer": "layer.29.self_attn.q_proj", "ppl": 5.87987756729126 }, { "layer": "layer.29.self_attn.k_proj", "ppl": 5.879936218261719 }, { "layer": "layer.29.self_attn.v_proj", "ppl": 5.880094528198242 }, { "layer": "layer.29.self_attn.o_proj", "ppl": 5.880530834197998 }, { "layer": "layer.29.mlp.gate_proj", "ppl": 5.880389213562012 }, { "layer": "layer.29.mlp.up_proj", "ppl": 5.880609035491943 }, { "layer": "layer.29.mlp.down_proj", "ppl": 5.8802618980407715 }, { "layer": "layer.30.self_attn.q_proj", "ppl": 5.880499839782715 }, { "layer": "layer.30.self_attn.k_proj", "ppl": 5.8800530433654785 }, { "layer": "layer.30.self_attn.v_proj", "ppl": 5.880003929138184 }, { "layer": "layer.30.self_attn.o_proj", "ppl": 5.8794121742248535 }, { "layer": "layer.30.mlp.gate_proj", "ppl": 5.880129337310791 }, { "layer": "layer.30.mlp.up_proj", "ppl": 5.880027770996094 }, { "layer": "layer.30.mlp.down_proj", "ppl": 5.881573677062988 }, { "layer": "layer.31.self_attn.q_proj", "ppl": 5.880405902862549 }, { "layer": "layer.31.self_attn.k_proj", "ppl": 5.880407810211182 }, { "layer": "layer.31.self_attn.v_proj", "ppl": 5.8796162605285645 }, { "layer": "layer.31.self_attn.o_proj", "ppl": 5.879650592803955 }, { "layer": "layer.31.mlp.gate_proj", "ppl": 5.880229473114014 }, { "layer": "layer.31.mlp.up_proj", "ppl": 5.87975549697876 }, { "layer": "layer.31.mlp.down_proj", "ppl": 5.879863262176514 }, { "layer": "layer.32.self_attn.q_proj", "ppl": 5.8809099197387695 }, { "layer": "layer.32.self_attn.k_proj", "ppl": 5.880275249481201 }, { "layer": "layer.32.self_attn.v_proj", "ppl": 5.879772663116455 }, { "layer": "layer.32.self_attn.o_proj", "ppl": 5.880664348602295 }, { "layer": "layer.32.mlp.gate_proj", "ppl": 5.878262519836426 }, { "layer": "layer.32.mlp.up_proj", "ppl": 5.880002498626709 }, { "layer": "layer.32.mlp.down_proj", "ppl": 5.878746509552002 }, { "layer": "layer.33.self_attn.q_proj", "ppl": 5.881161689758301 }, { "layer": "layer.33.self_attn.k_proj", "ppl": 5.880791664123535 }, { "layer": "layer.33.self_attn.v_proj", "ppl": 5.880078315734863 }, { "layer": "layer.33.self_attn.o_proj", "ppl": 5.880630016326904 }, { "layer": "layer.33.mlp.gate_proj", "ppl": 5.878970623016357 }, { "layer": "layer.33.mlp.up_proj", "ppl": 5.879622459411621 }, { "layer": "layer.33.mlp.down_proj", "ppl": 5.8792500495910645 }, { "layer": "layer.34.self_attn.q_proj", "ppl": 5.880188941955566 }, { "layer": "layer.34.self_attn.k_proj", "ppl": 5.881174564361572 }, { "layer": "layer.34.self_attn.v_proj", "ppl": 5.880563735961914 }, { "layer": "layer.34.self_attn.o_proj", "ppl": 5.880080699920654 }, { "layer": "layer.34.mlp.gate_proj", "ppl": 5.8798089027404785 }, { "layer": "layer.34.mlp.up_proj", "ppl": 5.879578113555908 }, { "layer": "layer.34.mlp.down_proj", "ppl": 5.8799309730529785 }, { "layer": "layer.35.self_attn.q_proj", "ppl": 5.8805460929870605 }, { "layer": "layer.35.self_attn.k_proj", "ppl": 5.880886554718018 }, { "layer": "layer.35.self_attn.v_proj", "ppl": 5.88100004196167 }, { "layer": "layer.35.self_attn.o_proj", "ppl": 5.880136966705322 }, { "layer": "layer.35.mlp.gate_proj", "ppl": 5.879347324371338 }, { "layer": "layer.35.mlp.up_proj", "ppl": 5.879600524902344 }, { "layer": "layer.35.mlp.down_proj", "ppl": 5.879038333892822 }, { "layer": "layer.36.self_attn.q_proj", "ppl": 5.879866600036621 }, { "layer": "layer.36.self_attn.k_proj", "ppl": 5.880566120147705 }, { "layer": "layer.36.self_attn.v_proj", "ppl": 5.880767822265625 }, { "layer": "layer.36.self_attn.o_proj", "ppl": 5.8808746337890625 }, { "layer": "layer.36.mlp.gate_proj", "ppl": 5.878557205200195 }, { "layer": "layer.36.mlp.up_proj", "ppl": 5.88015079498291 }, { "layer": "layer.36.mlp.down_proj", "ppl": 5.878732681274414 }, { "layer": "layer.37.self_attn.q_proj", "ppl": 5.880521774291992 }, { "layer": "layer.37.self_attn.k_proj", "ppl": 5.880425453186035 }, { "layer": "layer.37.self_attn.v_proj", "ppl": 5.881084442138672 }, { "layer": "layer.37.self_attn.o_proj", "ppl": 5.881045818328857 }, { "layer": "layer.37.mlp.gate_proj", "ppl": 5.880835056304932 }, { "layer": "layer.37.mlp.up_proj", "ppl": 5.881213665008545 }, { "layer": "layer.37.mlp.down_proj", "ppl": 5.879074573516846 }, { "layer": "layer.38.self_attn.q_proj", "ppl": 5.880635738372803 }, { "layer": "layer.38.self_attn.k_proj", "ppl": 5.880577087402344 }, { "layer": "layer.38.self_attn.v_proj", "ppl": 5.8799309730529785 }, { "layer": "layer.38.self_attn.o_proj", "ppl": 5.880983829498291 }, { "layer": "layer.38.mlp.gate_proj", "ppl": 5.880153656005859 }, { "layer": "layer.38.mlp.up_proj", "ppl": 5.878996849060059 }, { "layer": "layer.38.mlp.down_proj", "ppl": 5.881662368774414 }, { "layer": "layer.39.self_attn.q_proj", "ppl": 5.880317687988281 }, { "layer": "layer.39.self_attn.k_proj", "ppl": 5.880046844482422 }, { "layer": "layer.39.self_attn.v_proj", "ppl": 5.880559921264648 }, { "layer": "layer.39.self_attn.o_proj", "ppl": 5.880314350128174 }, { "layer": "layer.39.mlp.gate_proj", "ppl": 5.87876033782959 }, { "layer": "layer.39.mlp.up_proj", "ppl": 5.87824821472168 }, { "layer": "layer.39.mlp.down_proj", "ppl": 5.88002347946167 }, { "layer": "layer.40.self_attn.q_proj", "ppl": 5.880314350128174 }, { "layer": "layer.40.self_attn.k_proj", "ppl": 5.879914283752441 }, { "layer": "layer.40.self_attn.v_proj", "ppl": 5.879357814788818 }, { "layer": "layer.40.self_attn.o_proj", "ppl": 5.880226135253906 }, { "layer": "layer.40.mlp.gate_proj", "ppl": 5.879154205322266 }, { "layer": "layer.40.mlp.up_proj", "ppl": 5.879476547241211 }, { "layer": "layer.40.mlp.down_proj", "ppl": 5.879232883453369 }, { "layer": "layer.41.self_attn.q_proj", "ppl": 5.879996299743652 }, { "layer": "layer.41.self_attn.k_proj", "ppl": 5.880475997924805 }, { "layer": "layer.41.self_attn.v_proj", "ppl": 5.880007743835449 }, { "layer": "layer.41.self_attn.o_proj", "ppl": 5.8805928230285645 }, { "layer": "layer.41.mlp.gate_proj", "ppl": 5.879269123077393 }, { "layer": "layer.41.mlp.up_proj", "ppl": 5.880207061767578 }, { "layer": "layer.41.mlp.down_proj", "ppl": 5.877930641174316 }, { "layer": "layer.42.self_attn.q_proj", "ppl": 5.880987644195557 }, { "layer": "layer.42.self_attn.k_proj", "ppl": 5.880002498626709 }, { "layer": "layer.42.self_attn.v_proj", "ppl": 5.880843639373779 }, { "layer": "layer.42.self_attn.o_proj", "ppl": 5.87946081161499 }, { "layer": "layer.42.mlp.gate_proj", "ppl": 5.879030704498291 }, { "layer": "layer.42.mlp.up_proj", "ppl": 5.878528594970703 }, { "layer": "layer.42.mlp.down_proj", "ppl": 5.877621650695801 }, { "layer": "layer.43.self_attn.q_proj", "ppl": 5.880983829498291 }, { "layer": "layer.43.self_attn.k_proj", "ppl": 5.881561279296875 }, { "layer": "layer.43.self_attn.v_proj", "ppl": 5.8806867599487305 }, { "layer": "layer.43.self_attn.o_proj", "ppl": 5.88170862197876 }, { "layer": "layer.43.mlp.gate_proj", "ppl": 5.879934787750244 }, { "layer": "layer.43.mlp.up_proj", "ppl": 5.878490924835205 }, { "layer": "layer.43.mlp.down_proj", "ppl": 5.879928112030029 }, { "layer": "layer.44.self_attn.q_proj", "ppl": 5.880063056945801 }, { "layer": "layer.44.self_attn.k_proj", "ppl": 5.878875255584717 }, { "layer": "layer.44.self_attn.v_proj", "ppl": 5.879619121551514 }, { "layer": "layer.44.self_attn.o_proj", "ppl": 5.880312919616699 }, { "layer": "layer.44.mlp.gate_proj", "ppl": 5.877692699432373 }, { "layer": "layer.44.mlp.up_proj", "ppl": 5.880568981170654 }, { "layer": "layer.44.mlp.down_proj", "ppl": 5.880438327789307 }, { "layer": "layer.45.self_attn.q_proj", "ppl": 5.880621910095215 }, { "layer": "layer.45.self_attn.k_proj", "ppl": 5.88037633895874 }, { "layer": "layer.45.self_attn.v_proj", "ppl": 5.880077362060547 }, { "layer": "layer.45.self_attn.o_proj", "ppl": 5.8806281089782715 }, { "layer": "layer.45.mlp.gate_proj", "ppl": 5.878645420074463 }, { "layer": "layer.45.mlp.up_proj", "ppl": 5.879504203796387 }, { "layer": "layer.45.mlp.down_proj", "ppl": 5.879172325134277 }, { "layer": "layer.46.self_attn.q_proj", "ppl": 5.880160808563232 }, { "layer": "layer.46.self_attn.k_proj", "ppl": 5.880694389343262 }, { "layer": "layer.46.self_attn.v_proj", "ppl": 5.88017463684082 }, { "layer": "layer.46.self_attn.o_proj", "ppl": 5.879796504974365 }, { "layer": "layer.46.mlp.gate_proj", "ppl": 5.880061149597168 }, { "layer": "layer.46.mlp.up_proj", "ppl": 5.879755973815918 }, { "layer": "layer.46.mlp.down_proj", "ppl": 5.8805341720581055 }, { "layer": "layer.47.self_attn.q_proj", "ppl": 5.880252838134766 }, { "layer": "layer.47.self_attn.k_proj", "ppl": 5.879735946655273 }, { "layer": "layer.47.self_attn.v_proj", "ppl": 5.879258155822754 }, { "layer": "layer.47.self_attn.o_proj", "ppl": 5.87907600402832 }, { "layer": "layer.47.mlp.gate_proj", "ppl": 5.878123760223389 }, { "layer": "layer.47.mlp.up_proj", "ppl": 5.878712177276611 }, { "layer": "layer.47.mlp.down_proj", "ppl": 5.880256175994873 }, { "layer": "layer.48.self_attn.q_proj", "ppl": 5.8801798820495605 }, { "layer": "layer.48.self_attn.k_proj", "ppl": 5.880123138427734 }, { "layer": "layer.48.self_attn.v_proj", "ppl": 5.880016326904297 }, { "layer": "layer.48.self_attn.o_proj", "ppl": 5.879459857940674 }, { "layer": "layer.48.mlp.gate_proj", "ppl": 5.878917694091797 }, { "layer": "layer.48.mlp.up_proj", "ppl": 5.8787055015563965 }, { "layer": "layer.48.mlp.down_proj", "ppl": 5.878305435180664 }, { "layer": "layer.49.self_attn.q_proj", "ppl": 5.880373001098633 }, { "layer": "layer.49.self_attn.k_proj", "ppl": 5.880362510681152 }, { "layer": "layer.49.self_attn.v_proj", "ppl": 5.879804611206055 }, { "layer": "layer.49.self_attn.o_proj", "ppl": 5.880425453186035 }, { "layer": "layer.49.mlp.gate_proj", "ppl": 5.8764190673828125 }, { "layer": "layer.49.mlp.up_proj", "ppl": 5.877920627593994 }, { "layer": "layer.49.mlp.down_proj", "ppl": 5.87868595123291 }, { "layer": "layer.50.self_attn.q_proj", "ppl": 5.880202293395996 }, { "layer": "layer.50.self_attn.k_proj", "ppl": 5.88023567199707 }, { "layer": "layer.50.self_attn.v_proj", "ppl": 5.878998756408691 }, { "layer": "layer.50.self_attn.o_proj", "ppl": 5.8794050216674805 }, { "layer": "layer.50.mlp.gate_proj", "ppl": 5.877407550811768 }, { "layer": "layer.50.mlp.up_proj", "ppl": 5.879034996032715 }, { "layer": "layer.50.mlp.down_proj", "ppl": 5.878251552581787 }, { "layer": "layer.51.self_attn.q_proj", "ppl": 5.878066539764404 }, { "layer": "layer.51.self_attn.k_proj", "ppl": 5.881237506866455 }, { "layer": "layer.51.self_attn.v_proj", "ppl": 5.8795905113220215 }, { "layer": "layer.51.self_attn.o_proj", "ppl": 5.879788875579834 }, { "layer": "layer.51.mlp.gate_proj", "ppl": 5.875555515289307 }, { "layer": "layer.51.mlp.up_proj", "ppl": 5.878282070159912 }, { "layer": "layer.51.mlp.down_proj", "ppl": 5.878116607666016 }, { "layer": "layer.52.self_attn.q_proj", "ppl": 5.880743980407715 }, { "layer": "layer.52.self_attn.k_proj", "ppl": 5.881173133850098 }, { "layer": "layer.52.self_attn.v_proj", "ppl": 5.880107402801514 }, { "layer": "layer.52.self_attn.o_proj", "ppl": 5.880161285400391 }, { "layer": "layer.52.mlp.gate_proj", "ppl": 5.876600742340088 }, { "layer": "layer.52.mlp.up_proj", "ppl": 5.877783298492432 }, { "layer": "layer.52.mlp.down_proj", "ppl": 5.876101016998291 }, { "layer": "layer.53.self_attn.q_proj", "ppl": 5.880491733551025 }, { "layer": "layer.53.self_attn.k_proj", "ppl": 5.880401611328125 }, { "layer": "layer.53.self_attn.v_proj", "ppl": 5.880613803863525 }, { "layer": "layer.53.self_attn.o_proj", "ppl": 5.880462169647217 }, { "layer": "layer.53.mlp.gate_proj", "ppl": 5.877096652984619 }, { "layer": "layer.53.mlp.up_proj", "ppl": 5.878864765167236 }, { "layer": "layer.53.mlp.down_proj", "ppl": 5.877810001373291 }, { "layer": "layer.54.self_attn.q_proj", "ppl": 5.8802971839904785 }, { "layer": "layer.54.self_attn.k_proj", "ppl": 5.880037784576416 }, { "layer": "layer.54.self_attn.v_proj", "ppl": 5.880043983459473 }, { "layer": "layer.54.self_attn.o_proj", "ppl": 5.880186080932617 }, { "layer": "layer.54.mlp.gate_proj", "ppl": 5.876284122467041 }, { "layer": "layer.54.mlp.up_proj", "ppl": 5.877874851226807 }, { "layer": "layer.54.mlp.down_proj", "ppl": 5.875796794891357 }, { "layer": "layer.55.self_attn.q_proj", "ppl": 5.879327774047852 }, { "layer": "layer.55.self_attn.k_proj", "ppl": 5.880067348480225 }, { "layer": "layer.55.self_attn.v_proj", "ppl": 5.879567623138428 }, { "layer": "layer.55.self_attn.o_proj", "ppl": 5.87995719909668 }, { "layer": "layer.55.mlp.gate_proj", "ppl": 5.876668930053711 }, { "layer": "layer.55.mlp.up_proj", "ppl": 5.87750244140625 }, { "layer": "layer.55.mlp.down_proj", "ppl": 5.87761116027832 }, { "layer": "layer.56.self_attn.q_proj", "ppl": 5.880238056182861 }, { "layer": "layer.56.self_attn.k_proj", "ppl": 5.879691123962402 }, { "layer": "layer.56.self_attn.v_proj", "ppl": 5.879818916320801 }, { "layer": "layer.56.self_attn.o_proj", "ppl": 5.879706382751465 }, { "layer": "layer.56.mlp.gate_proj", "ppl": 5.874159336090088 }, { "layer": "layer.56.mlp.up_proj", "ppl": 5.877211570739746 }, { "layer": "layer.56.mlp.down_proj", "ppl": 5.878487586975098 }, { "layer": "layer.57.self_attn.q_proj", "ppl": 5.880512714385986 }, { "layer": "layer.57.self_attn.k_proj", "ppl": 5.880084991455078 }, { "layer": "layer.57.self_attn.v_proj", "ppl": 5.87953519821167 }, { "layer": "layer.57.self_attn.o_proj", "ppl": 5.880404472351074 }, { "layer": "layer.57.mlp.gate_proj", "ppl": 5.876579761505127 }, { "layer": "layer.57.mlp.up_proj", "ppl": 5.87847375869751 }, { "layer": "layer.57.mlp.down_proj", "ppl": 5.877060413360596 }, { "layer": "layer.58.self_attn.q_proj", "ppl": 5.88054895401001 }, { "layer": "layer.58.self_attn.k_proj", "ppl": 5.880632400512695 }, { "layer": "layer.58.self_attn.v_proj", "ppl": 5.880215167999268 }, { "layer": "layer.58.self_attn.o_proj", "ppl": 5.881040096282959 }, { "layer": "layer.58.mlp.gate_proj", "ppl": 5.875349521636963 }, { "layer": "layer.58.mlp.up_proj", "ppl": 5.8774871826171875 }, { "layer": "layer.58.mlp.down_proj", "ppl": 5.877041339874268 }, { "layer": "layer.59.self_attn.q_proj", "ppl": 5.880457878112793 }, { "layer": "layer.59.self_attn.k_proj", "ppl": 5.88042688369751 }, { "layer": "layer.59.self_attn.v_proj", "ppl": 5.880146503448486 }, { "layer": "layer.59.self_attn.o_proj", "ppl": 5.880033016204834 }, { "layer": "layer.59.mlp.gate_proj", "ppl": 5.874841690063477 }, { "layer": "layer.59.mlp.up_proj", "ppl": 5.879465579986572 }, { "layer": "layer.59.mlp.down_proj", "ppl": 5.87683629989624 }, { "layer": "layer.60.self_attn.q_proj", "ppl": 5.878918170928955 }, { "layer": "layer.60.self_attn.k_proj", "ppl": 5.8794379234313965 }, { "layer": "layer.60.self_attn.v_proj", "ppl": 5.879655838012695 }, { "layer": "layer.60.self_attn.o_proj", "ppl": 5.880404472351074 }, { "layer": "layer.60.mlp.gate_proj", "ppl": 5.874943733215332 }, { "layer": "layer.60.mlp.up_proj", "ppl": 5.8780646324157715 }, { "layer": "layer.60.mlp.down_proj", "ppl": 5.876300811767578 }, { "layer": "layer.61.self_attn.q_proj", "ppl": 5.880276679992676 }, { "layer": "layer.61.self_attn.k_proj", "ppl": 5.880486965179443 }, { "layer": "layer.61.self_attn.v_proj", "ppl": 5.879350185394287 }, { "layer": "layer.61.self_attn.o_proj", "ppl": 5.879777431488037 }, { "layer": "layer.61.mlp.gate_proj", "ppl": 5.874876499176025 }, { "layer": "layer.61.mlp.up_proj", "ppl": 5.87762451171875 }, { "layer": "layer.61.mlp.down_proj", "ppl": 5.876412391662598 }, { "layer": "layer.62.self_attn.q_proj", "ppl": 5.879290580749512 }, { "layer": "layer.62.self_attn.k_proj", "ppl": 5.881102085113525 }, { "layer": "layer.62.self_attn.v_proj", "ppl": 5.88027286529541 }, { "layer": "layer.62.self_attn.o_proj", "ppl": 5.881480693817139 }, { "layer": "layer.62.mlp.gate_proj", "ppl": 5.8733367919921875 }, { "layer": "layer.62.mlp.up_proj", "ppl": 5.873488426208496 }, { "layer": "layer.62.mlp.down_proj", "ppl": 5.878908634185791 }, { "layer": "layer.63.self_attn.q_proj", "ppl": 5.879494667053223 }, { "layer": "layer.63.self_attn.k_proj", "ppl": 5.879876136779785 }, { "layer": "layer.63.self_attn.v_proj", "ppl": 5.879174709320068 }, { "layer": "layer.63.self_attn.o_proj", "ppl": 5.8812360763549805 }, { "layer": "layer.63.mlp.gate_proj", "ppl": 5.869175910949707 }, { "layer": "layer.63.mlp.up_proj", "ppl": 5.864382266998291 }, { "layer": "layer.63.mlp.down_proj", "ppl": 5.859664440155029 } ] }, { "bit": 5, "ppls": [ { "layer": "layer.0.self_attn.q_proj", "ppl": 5.536493301391602 }, { "layer": "layer.0.self_attn.k_proj", "ppl": 5.53675651550293 }, { "layer": "layer.0.self_attn.v_proj", "ppl": 5.537178039550781 }, { "layer": "layer.0.self_attn.o_proj", "ppl": 5.536776542663574 }, { "layer": "layer.0.mlp.gate_proj", "ppl": 5.537439346313477 }, { "layer": "layer.0.mlp.up_proj", "ppl": 5.5375142097473145 }, { "layer": "layer.0.mlp.down_proj", "ppl": 5.537264347076416 }, { "layer": "layer.1.self_attn.q_proj", "ppl": 5.537553787231445 }, { "layer": "layer.1.self_attn.k_proj", "ppl": 5.537580490112305 }, { "layer": "layer.1.self_attn.v_proj", "ppl": 5.537510395050049 }, { "layer": "layer.1.self_attn.o_proj", "ppl": 5.537606716156006 }, { "layer": "layer.1.mlp.gate_proj", "ppl": 5.537369251251221 }, { "layer": "layer.1.mlp.up_proj", "ppl": 5.537438869476318 }, { "layer": "layer.1.mlp.down_proj", "ppl": 5.537453651428223 }, { "layer": "layer.2.self_attn.q_proj", "ppl": 5.537604808807373 }, { "layer": "layer.2.self_attn.k_proj", "ppl": 5.53743839263916 }, { "layer": "layer.2.self_attn.v_proj", "ppl": 5.537373065948486 }, { "layer": "layer.2.self_attn.o_proj", "ppl": 5.537431716918945 }, { "layer": "layer.2.mlp.gate_proj", "ppl": 5.537354469299316 }, { "layer": "layer.2.mlp.up_proj", "ppl": 5.537702560424805 }, { "layer": "layer.2.mlp.down_proj", "ppl": 5.537055969238281 }, { "layer": "layer.3.self_attn.q_proj", "ppl": 5.537468910217285 }, { "layer": "layer.3.self_attn.k_proj", "ppl": 5.537326812744141 }, { "layer": "layer.3.self_attn.v_proj", "ppl": 5.537382125854492 }, { "layer": "layer.3.self_attn.o_proj", "ppl": 5.537309646606445 }, { "layer": "layer.3.mlp.gate_proj", "ppl": 5.537332057952881 }, { "layer": "layer.3.mlp.up_proj", "ppl": 5.537469387054443 }, { "layer": "layer.3.mlp.down_proj", "ppl": 5.537161827087402 }, { "layer": "layer.4.self_attn.q_proj", "ppl": 5.537444591522217 }, { "layer": "layer.4.self_attn.k_proj", "ppl": 5.537370204925537 }, { "layer": "layer.4.self_attn.v_proj", "ppl": 5.5373969078063965 }, { "layer": "layer.4.self_attn.o_proj", "ppl": 5.53719425201416 }, { "layer": "layer.4.mlp.gate_proj", "ppl": 5.53729772567749 }, { "layer": "layer.4.mlp.up_proj", "ppl": 5.5375142097473145 }, { "layer": "layer.4.mlp.down_proj", "ppl": 5.536365985870361 }, { "layer": "layer.5.self_attn.q_proj", "ppl": 5.5376715660095215 }, { "layer": "layer.5.self_attn.k_proj", "ppl": 5.537662506103516 }, { "layer": "layer.5.self_attn.v_proj", "ppl": 5.537583827972412 }, { "layer": "layer.5.self_attn.o_proj", "ppl": 5.5372796058654785 }, { "layer": "layer.5.mlp.gate_proj", "ppl": 5.537071228027344 }, { "layer": "layer.5.mlp.up_proj", "ppl": 5.537195682525635 }, { "layer": "layer.5.mlp.down_proj", "ppl": 5.536862850189209 }, { "layer": "layer.6.self_attn.q_proj", "ppl": 5.537537574768066 }, { "layer": "layer.6.self_attn.k_proj", "ppl": 5.537260055541992 }, { "layer": "layer.6.self_attn.v_proj", "ppl": 5.538039684295654 }, { "layer": "layer.6.self_attn.o_proj", "ppl": 5.536855697631836 }, { "layer": "layer.6.mlp.gate_proj", "ppl": 5.536247730255127 }, { "layer": "layer.6.mlp.up_proj", "ppl": 5.537028789520264 }, { "layer": "layer.6.mlp.down_proj", "ppl": 5.537188529968262 }, { "layer": "layer.7.self_attn.q_proj", "ppl": 5.537426471710205 }, { "layer": "layer.7.self_attn.k_proj", "ppl": 5.537470817565918 }, { "layer": "layer.7.self_attn.v_proj", "ppl": 5.537595748901367 }, { "layer": "layer.7.self_attn.o_proj", "ppl": 5.5374298095703125 }, { "layer": "layer.7.mlp.gate_proj", "ppl": 5.537188529968262 }, { "layer": "layer.7.mlp.up_proj", "ppl": 5.537907123565674 }, { "layer": "layer.7.mlp.down_proj", "ppl": 5.537989616394043 }, { "layer": "layer.8.self_attn.q_proj", "ppl": 5.537827014923096 }, { "layer": "layer.8.self_attn.k_proj", "ppl": 5.537470817565918 }, { "layer": "layer.8.self_attn.v_proj", "ppl": 5.538061141967773 }, { "layer": "layer.8.self_attn.o_proj", "ppl": 5.537317752838135 }, { "layer": "layer.8.mlp.gate_proj", "ppl": 5.537537574768066 }, { "layer": "layer.8.mlp.up_proj", "ppl": 5.5375075340271 }, { "layer": "layer.8.mlp.down_proj", "ppl": 5.537856578826904 }, { "layer": "layer.9.self_attn.q_proj", "ppl": 5.537550926208496 }, { "layer": "layer.9.self_attn.k_proj", "ppl": 5.53773307800293 }, { "layer": "layer.9.self_attn.v_proj", "ppl": 5.537313938140869 }, { "layer": "layer.9.self_attn.o_proj", "ppl": 5.537683486938477 }, { "layer": "layer.9.mlp.gate_proj", "ppl": 5.536609649658203 }, { "layer": "layer.9.mlp.up_proj", "ppl": 5.536244869232178 }, { "layer": "layer.9.mlp.down_proj", "ppl": 5.536968231201172 }, { "layer": "layer.10.self_attn.q_proj", "ppl": 5.537102222442627 }, { "layer": "layer.10.self_attn.k_proj", "ppl": 5.537375450134277 }, { "layer": "layer.10.self_attn.v_proj", "ppl": 5.537333011627197 }, { "layer": "layer.10.self_attn.o_proj", "ppl": 5.536736488342285 }, { "layer": "layer.10.mlp.gate_proj", "ppl": 5.537341117858887 }, { "layer": "layer.10.mlp.up_proj", "ppl": 5.537139415740967 }, { "layer": "layer.10.mlp.down_proj", "ppl": 5.537223815917969 }, { "layer": "layer.11.self_attn.q_proj", "ppl": 5.537467002868652 }, { "layer": "layer.11.self_attn.k_proj", "ppl": 5.537553310394287 }, { "layer": "layer.11.self_attn.v_proj", "ppl": 5.538094997406006 }, { "layer": "layer.11.self_attn.o_proj", "ppl": 5.536994457244873 }, { "layer": "layer.11.mlp.gate_proj", "ppl": 5.536754608154297 }, { "layer": "layer.11.mlp.up_proj", "ppl": 5.537881374359131 }, { "layer": "layer.11.mlp.down_proj", "ppl": 5.537306785583496 }, { "layer": "layer.12.self_attn.q_proj", "ppl": 5.537621974945068 }, { "layer": "layer.12.self_attn.k_proj", "ppl": 5.537539482116699 }, { "layer": "layer.12.self_attn.v_proj", "ppl": 5.537535667419434 }, { "layer": "layer.12.self_attn.o_proj", "ppl": 5.537620544433594 }, { "layer": "layer.12.mlp.gate_proj", "ppl": 5.538010597229004 }, { "layer": "layer.12.mlp.up_proj", "ppl": 5.536616325378418 }, { "layer": "layer.12.mlp.down_proj", "ppl": 5.537838935852051 }, { "layer": "layer.13.self_attn.q_proj", "ppl": 5.537535667419434 }, { "layer": "layer.13.self_attn.k_proj", "ppl": 5.537469387054443 }, { "layer": "layer.13.self_attn.v_proj", "ppl": 5.5373663902282715 }, { "layer": "layer.13.self_attn.o_proj", "ppl": 5.537313938140869 }, { "layer": "layer.13.mlp.gate_proj", "ppl": 5.537190914154053 }, { "layer": "layer.13.mlp.up_proj", "ppl": 5.537306308746338 }, { "layer": "layer.13.mlp.down_proj", "ppl": 5.5375075340271 }, { "layer": "layer.14.self_attn.q_proj", "ppl": 5.537411212921143 }, { "layer": "layer.14.self_attn.k_proj", "ppl": 5.5377607345581055 }, { "layer": "layer.14.self_attn.v_proj", "ppl": 5.537441730499268 }, { "layer": "layer.14.self_attn.o_proj", "ppl": 5.537471771240234 }, { "layer": "layer.14.mlp.gate_proj", "ppl": 5.5370988845825195 }, { "layer": "layer.14.mlp.up_proj", "ppl": 5.537143707275391 }, { "layer": "layer.14.mlp.down_proj", "ppl": 5.536968231201172 }, { "layer": "layer.15.self_attn.q_proj", "ppl": 5.537535667419434 }, { "layer": "layer.15.self_attn.k_proj", "ppl": 5.537785053253174 }, { "layer": "layer.15.self_attn.v_proj", "ppl": 5.537713050842285 }, { "layer": "layer.15.self_attn.o_proj", "ppl": 5.537993431091309 }, { "layer": "layer.15.mlp.gate_proj", "ppl": 5.53712797164917 }, { "layer": "layer.15.mlp.up_proj", "ppl": 5.537882328033447 }, { "layer": "layer.15.mlp.down_proj", "ppl": 5.537264347076416 }, { "layer": "layer.16.self_attn.q_proj", "ppl": 5.537623882293701 }, { "layer": "layer.16.self_attn.k_proj", "ppl": 5.537511825561523 }, { "layer": "layer.16.self_attn.v_proj", "ppl": 5.53760290145874 }, { "layer": "layer.16.self_attn.o_proj", "ppl": 5.537778377532959 }, { "layer": "layer.16.mlp.gate_proj", "ppl": 5.53754186630249 }, { "layer": "layer.16.mlp.up_proj", "ppl": 5.5367960929870605 }, { "layer": "layer.16.mlp.down_proj", "ppl": 5.537567138671875 }, { "layer": "layer.17.self_attn.q_proj", "ppl": 5.53780460357666 }, { "layer": "layer.17.self_attn.k_proj", "ppl": 5.537778377532959 }, { "layer": "layer.17.self_attn.v_proj", "ppl": 5.537747859954834 }, { "layer": "layer.17.self_attn.o_proj", "ppl": 5.5373687744140625 }, { "layer": "layer.17.mlp.gate_proj", "ppl": 5.537200450897217 }, { "layer": "layer.17.mlp.up_proj", "ppl": 5.5373148918151855 }, { "layer": "layer.17.mlp.down_proj", "ppl": 5.537725448608398 }, { "layer": "layer.18.self_attn.q_proj", "ppl": 5.537166118621826 }, { "layer": "layer.18.self_attn.k_proj", "ppl": 5.537628650665283 }, { "layer": "layer.18.self_attn.v_proj", "ppl": 5.537634372711182 }, { "layer": "layer.18.self_attn.o_proj", "ppl": 5.537431716918945 }, { "layer": "layer.18.mlp.gate_proj", "ppl": 5.536231517791748 }, { "layer": "layer.18.mlp.up_proj", "ppl": 5.537949085235596 }, { "layer": "layer.18.mlp.down_proj", "ppl": 5.537070274353027 }, { "layer": "layer.19.self_attn.q_proj", "ppl": 5.537318706512451 }, { "layer": "layer.19.self_attn.k_proj", "ppl": 5.53758430480957 }, { "layer": "layer.19.self_attn.v_proj", "ppl": 5.537398338317871 }, { "layer": "layer.19.self_attn.o_proj", "ppl": 5.5372467041015625 }, { "layer": "layer.19.mlp.gate_proj", "ppl": 5.5363569259643555 }, { "layer": "layer.19.mlp.up_proj", "ppl": 5.536922931671143 }, { "layer": "layer.19.mlp.down_proj", "ppl": 5.537451267242432 }, { "layer": "layer.20.self_attn.q_proj", "ppl": 5.537245750427246 }, { "layer": "layer.20.self_attn.k_proj", "ppl": 5.537575721740723 }, { "layer": "layer.20.self_attn.v_proj", "ppl": 5.537691116333008 }, { "layer": "layer.20.self_attn.o_proj", "ppl": 5.5373148918151855 }, { "layer": "layer.20.mlp.gate_proj", "ppl": 5.536737442016602 }, { "layer": "layer.20.mlp.up_proj", "ppl": 5.537757873535156 }, { "layer": "layer.20.mlp.down_proj", "ppl": 5.536838531494141 }, { "layer": "layer.21.self_attn.q_proj", "ppl": 5.537151336669922 }, { "layer": "layer.21.self_attn.k_proj", "ppl": 5.537309646606445 }, { "layer": "layer.21.self_attn.v_proj", "ppl": 5.53728723526001 }, { "layer": "layer.21.self_attn.o_proj", "ppl": 5.537271499633789 }, { "layer": "layer.21.mlp.gate_proj", "ppl": 5.5374674797058105 }, { "layer": "layer.21.mlp.up_proj", "ppl": 5.537710189819336 }, { "layer": "layer.21.mlp.down_proj", "ppl": 5.537569046020508 }, { "layer": "layer.22.self_attn.q_proj", "ppl": 5.537749290466309 }, { "layer": "layer.22.self_attn.k_proj", "ppl": 5.5375494956970215 }, { "layer": "layer.22.self_attn.v_proj", "ppl": 5.537960529327393 }, { "layer": "layer.22.self_attn.o_proj", "ppl": 5.537178993225098 }, { "layer": "layer.22.mlp.gate_proj", "ppl": 5.537569999694824 }, { "layer": "layer.22.mlp.up_proj", "ppl": 5.5374627113342285 }, { "layer": "layer.22.mlp.down_proj", "ppl": 5.537220478057861 }, { "layer": "layer.23.self_attn.q_proj", "ppl": 5.5376434326171875 }, { "layer": "layer.23.self_attn.k_proj", "ppl": 5.537551403045654 }, { "layer": "layer.23.self_attn.v_proj", "ppl": 5.5376482009887695 }, { "layer": "layer.23.self_attn.o_proj", "ppl": 5.5372748374938965 }, { "layer": "layer.23.mlp.gate_proj", "ppl": 5.538059711456299 }, { "layer": "layer.23.mlp.up_proj", "ppl": 5.537553310394287 }, { "layer": "layer.23.mlp.down_proj", "ppl": 5.536907196044922 }, { "layer": "layer.24.self_attn.q_proj", "ppl": 5.53753137588501 }, { "layer": "layer.24.self_attn.k_proj", "ppl": 5.537529945373535 }, { "layer": "layer.24.self_attn.v_proj", "ppl": 5.537278652191162 }, { "layer": "layer.24.self_attn.o_proj", "ppl": 5.537674427032471 }, { "layer": "layer.24.mlp.gate_proj", "ppl": 5.538022518157959 }, { "layer": "layer.24.mlp.up_proj", "ppl": 5.538132667541504 }, { "layer": "layer.24.mlp.down_proj", "ppl": 5.536489963531494 }, { "layer": "layer.25.self_attn.q_proj", "ppl": 5.537482738494873 }, { "layer": "layer.25.self_attn.k_proj", "ppl": 5.537388324737549 }, { "layer": "layer.25.self_attn.v_proj", "ppl": 5.537440299987793 }, { "layer": "layer.25.self_attn.o_proj", "ppl": 5.537288665771484 }, { "layer": "layer.25.mlp.gate_proj", "ppl": 5.537243843078613 }, { "layer": "layer.25.mlp.up_proj", "ppl": 5.53712797164917 }, { "layer": "layer.25.mlp.down_proj", "ppl": 5.536887168884277 }, { "layer": "layer.26.self_attn.q_proj", "ppl": 5.537313938140869 }, { "layer": "layer.26.self_attn.k_proj", "ppl": 5.537118434906006 }, { "layer": "layer.26.self_attn.v_proj", "ppl": 5.537330627441406 }, { "layer": "layer.26.self_attn.o_proj", "ppl": 5.537529468536377 }, { "layer": "layer.26.mlp.gate_proj", "ppl": 5.53743314743042 }, { "layer": "layer.26.mlp.up_proj", "ppl": 5.537228584289551 }, { "layer": "layer.26.mlp.down_proj", "ppl": 5.53704833984375 }, { "layer": "layer.27.self_attn.q_proj", "ppl": 5.537374973297119 }, { "layer": "layer.27.self_attn.k_proj", "ppl": 5.5372514724731445 }, { "layer": "layer.27.self_attn.v_proj", "ppl": 5.537182807922363 }, { "layer": "layer.27.self_attn.o_proj", "ppl": 5.5362324714660645 }, { "layer": "layer.27.mlp.gate_proj", "ppl": 5.537166118621826 }, { "layer": "layer.27.mlp.up_proj", "ppl": 5.537570476531982 }, { "layer": "layer.27.mlp.down_proj", "ppl": 5.5377912521362305 }, { "layer": "layer.28.self_attn.q_proj", "ppl": 5.537258148193359 }, { "layer": "layer.28.self_attn.k_proj", "ppl": 5.5376505851745605 }, { "layer": "layer.28.self_attn.v_proj", "ppl": 5.537384033203125 }, { "layer": "layer.28.self_attn.o_proj", "ppl": 5.537621021270752 }, { "layer": "layer.28.mlp.gate_proj", "ppl": 5.5372514724731445 }, { "layer": "layer.28.mlp.up_proj", "ppl": 5.537231922149658 }, { "layer": "layer.28.mlp.down_proj", "ppl": 5.537416934967041 }, { "layer": "layer.29.self_attn.q_proj", "ppl": 5.5372796058654785 }, { "layer": "layer.29.self_attn.k_proj", "ppl": 5.53754997253418 }, { "layer": "layer.29.self_attn.v_proj", "ppl": 5.537066459655762 }, { "layer": "layer.29.self_attn.o_proj", "ppl": 5.537460803985596 }, { "layer": "layer.29.mlp.gate_proj", "ppl": 5.537215709686279 }, { "layer": "layer.29.mlp.up_proj", "ppl": 5.537199020385742 }, { "layer": "layer.29.mlp.down_proj", "ppl": 5.538464069366455 }, { "layer": "layer.30.self_attn.q_proj", "ppl": 5.537313938140869 }, { "layer": "layer.30.self_attn.k_proj", "ppl": 5.537530899047852 }, { "layer": "layer.30.self_attn.v_proj", "ppl": 5.5377044677734375 }, { "layer": "layer.30.self_attn.o_proj", "ppl": 5.537926197052002 }, { "layer": "layer.30.mlp.gate_proj", "ppl": 5.537313938140869 }, { "layer": "layer.30.mlp.up_proj", "ppl": 5.537064552307129 }, { "layer": "layer.30.mlp.down_proj", "ppl": 5.536754608154297 }, { "layer": "layer.31.self_attn.q_proj", "ppl": 5.537473678588867 }, { "layer": "layer.31.self_attn.k_proj", "ppl": 5.537326812744141 }, { "layer": "layer.31.self_attn.v_proj", "ppl": 5.537861347198486 }, { "layer": "layer.31.self_attn.o_proj", "ppl": 5.53737211227417 }, { "layer": "layer.31.mlp.gate_proj", "ppl": 5.537834167480469 }, { "layer": "layer.31.mlp.up_proj", "ppl": 5.537721157073975 }, { "layer": "layer.31.mlp.down_proj", "ppl": 5.537644386291504 }, { "layer": "layer.32.self_attn.q_proj", "ppl": 5.537921905517578 }, { "layer": "layer.32.self_attn.k_proj", "ppl": 5.53757905960083 }, { "layer": "layer.32.self_attn.v_proj", "ppl": 5.53761625289917 }, { "layer": "layer.32.self_attn.o_proj", "ppl": 5.53778076171875 }, { "layer": "layer.32.mlp.gate_proj", "ppl": 5.537197113037109 }, { "layer": "layer.32.mlp.up_proj", "ppl": 5.538172721862793 }, { "layer": "layer.32.mlp.down_proj", "ppl": 5.537713527679443 }, { "layer": "layer.33.self_attn.q_proj", "ppl": 5.537792682647705 }, { "layer": "layer.33.self_attn.k_proj", "ppl": 5.5376505851745605 }, { "layer": "layer.33.self_attn.v_proj", "ppl": 5.53787088394165 }, { "layer": "layer.33.self_attn.o_proj", "ppl": 5.537620544433594 }, { "layer": "layer.33.mlp.gate_proj", "ppl": 5.536293029785156 }, { "layer": "layer.33.mlp.up_proj", "ppl": 5.537031650543213 }, { "layer": "layer.33.mlp.down_proj", "ppl": 5.537528991699219 }, { "layer": "layer.34.self_attn.q_proj", "ppl": 5.537627220153809 }, { "layer": "layer.34.self_attn.k_proj", "ppl": 5.537105560302734 }, { "layer": "layer.34.self_attn.v_proj", "ppl": 5.537076473236084 }, { "layer": "layer.34.self_attn.o_proj", "ppl": 5.536924839019775 }, { "layer": "layer.34.mlp.gate_proj", "ppl": 5.537331581115723 }, { "layer": "layer.34.mlp.up_proj", "ppl": 5.537766456604004 }, { "layer": "layer.34.mlp.down_proj", "ppl": 5.5373663902282715 }, { "layer": "layer.35.self_attn.q_proj", "ppl": 5.537724018096924 }, { "layer": "layer.35.self_attn.k_proj", "ppl": 5.537460803985596 }, { "layer": "layer.35.self_attn.v_proj", "ppl": 5.537747383117676 }, { "layer": "layer.35.self_attn.o_proj", "ppl": 5.537900447845459 }, { "layer": "layer.35.mlp.gate_proj", "ppl": 5.536778450012207 }, { "layer": "layer.35.mlp.up_proj", "ppl": 5.537017345428467 }, { "layer": "layer.35.mlp.down_proj", "ppl": 5.537046432495117 }, { "layer": "layer.36.self_attn.q_proj", "ppl": 5.537861347198486 }, { "layer": "layer.36.self_attn.k_proj", "ppl": 5.537502288818359 }, { "layer": "layer.36.self_attn.v_proj", "ppl": 5.537322521209717 }, { "layer": "layer.36.self_attn.o_proj", "ppl": 5.537240505218506 }, { "layer": "layer.36.mlp.gate_proj", "ppl": 5.538021087646484 }, { "layer": "layer.36.mlp.up_proj", "ppl": 5.536417484283447 }, { "layer": "layer.36.mlp.down_proj", "ppl": 5.5376386642456055 }, { "layer": "layer.37.self_attn.q_proj", "ppl": 5.53735876083374 }, { "layer": "layer.37.self_attn.k_proj", "ppl": 5.537354469299316 }, { "layer": "layer.37.self_attn.v_proj", "ppl": 5.5370259284973145 }, { "layer": "layer.37.self_attn.o_proj", "ppl": 5.53754997253418 }, { "layer": "layer.37.mlp.gate_proj", "ppl": 5.537891864776611 }, { "layer": "layer.37.mlp.up_proj", "ppl": 5.536428451538086 }, { "layer": "layer.37.mlp.down_proj", "ppl": 5.53646993637085 }, { "layer": "layer.38.self_attn.q_proj", "ppl": 5.537421703338623 }, { "layer": "layer.38.self_attn.k_proj", "ppl": 5.537304401397705 }, { "layer": "layer.38.self_attn.v_proj", "ppl": 5.538322925567627 }, { "layer": "layer.38.self_attn.o_proj", "ppl": 5.537158966064453 }, { "layer": "layer.38.mlp.gate_proj", "ppl": 5.537147045135498 }, { "layer": "layer.38.mlp.up_proj", "ppl": 5.537094593048096 }, { "layer": "layer.38.mlp.down_proj", "ppl": 5.535391807556152 }, { "layer": "layer.39.self_attn.q_proj", "ppl": 5.537609100341797 }, { "layer": "layer.39.self_attn.k_proj", "ppl": 5.53729772567749 }, { "layer": "layer.39.self_attn.v_proj", "ppl": 5.537471771240234 }, { "layer": "layer.39.self_attn.o_proj", "ppl": 5.537384986877441 }, { "layer": "layer.39.mlp.gate_proj", "ppl": 5.536753177642822 }, { "layer": "layer.39.mlp.up_proj", "ppl": 5.536997318267822 }, { "layer": "layer.39.mlp.down_proj", "ppl": 5.5353851318359375 }, { "layer": "layer.40.self_attn.q_proj", "ppl": 5.537545204162598 }, { "layer": "layer.40.self_attn.k_proj", "ppl": 5.537184238433838 }, { "layer": "layer.40.self_attn.v_proj", "ppl": 5.537237167358398 }, { "layer": "layer.40.self_attn.o_proj", "ppl": 5.537259578704834 }, { "layer": "layer.40.mlp.gate_proj", "ppl": 5.536595344543457 }, { "layer": "layer.40.mlp.up_proj", "ppl": 5.537142276763916 }, { "layer": "layer.40.mlp.down_proj", "ppl": 5.537909030914307 }, { "layer": "layer.41.self_attn.q_proj", "ppl": 5.537713527679443 }, { "layer": "layer.41.self_attn.k_proj", "ppl": 5.5377702713012695 }, { "layer": "layer.41.self_attn.v_proj", "ppl": 5.537822246551514 }, { "layer": "layer.41.self_attn.o_proj", "ppl": 5.5374298095703125 }, { "layer": "layer.41.mlp.gate_proj", "ppl": 5.536694526672363 }, { "layer": "layer.41.mlp.up_proj", "ppl": 5.537168025970459 }, { "layer": "layer.41.mlp.down_proj", "ppl": 5.5368499755859375 }, { "layer": "layer.42.self_attn.q_proj", "ppl": 5.537731647491455 }, { "layer": "layer.42.self_attn.k_proj", "ppl": 5.537594318389893 }, { "layer": "layer.42.self_attn.v_proj", "ppl": 5.537731170654297 }, { "layer": "layer.42.self_attn.o_proj", "ppl": 5.537027359008789 }, { "layer": "layer.42.mlp.gate_proj", "ppl": 5.536938667297363 }, { "layer": "layer.42.mlp.up_proj", "ppl": 5.535804748535156 }, { "layer": "layer.42.mlp.down_proj", "ppl": 5.537123203277588 }, { "layer": "layer.43.self_attn.q_proj", "ppl": 5.538185119628906 }, { "layer": "layer.43.self_attn.k_proj", "ppl": 5.538097858428955 }, { "layer": "layer.43.self_attn.v_proj", "ppl": 5.5384321212768555 }, { "layer": "layer.43.self_attn.o_proj", "ppl": 5.537888050079346 }, { "layer": "layer.43.mlp.gate_proj", "ppl": 5.53633451461792 }, { "layer": "layer.43.mlp.up_proj", "ppl": 5.536891937255859 }, { "layer": "layer.43.mlp.down_proj", "ppl": 5.5370965003967285 }, { "layer": "layer.44.self_attn.q_proj", "ppl": 5.537796974182129 }, { "layer": "layer.44.self_attn.k_proj", "ppl": 5.537786483764648 }, { "layer": "layer.44.self_attn.v_proj", "ppl": 5.538476943969727 }, { "layer": "layer.44.self_attn.o_proj", "ppl": 5.537081241607666 }, { "layer": "layer.44.mlp.gate_proj", "ppl": 5.536596298217773 }, { "layer": "layer.44.mlp.up_proj", "ppl": 5.537006378173828 }, { "layer": "layer.44.mlp.down_proj", "ppl": 5.536133289337158 }, { "layer": "layer.45.self_attn.q_proj", "ppl": 5.537779331207275 }, { "layer": "layer.45.self_attn.k_proj", "ppl": 5.5377326011657715 }, { "layer": "layer.45.self_attn.v_proj", "ppl": 5.537905216217041 }, { "layer": "layer.45.self_attn.o_proj", "ppl": 5.537841796875 }, { "layer": "layer.45.mlp.gate_proj", "ppl": 5.537447929382324 }, { "layer": "layer.45.mlp.up_proj", "ppl": 5.536641597747803 }, { "layer": "layer.45.mlp.down_proj", "ppl": 5.5368170738220215 }, { "layer": "layer.46.self_attn.q_proj", "ppl": 5.537647724151611 }, { "layer": "layer.46.self_attn.k_proj", "ppl": 5.537662506103516 }, { "layer": "layer.46.self_attn.v_proj", "ppl": 5.537637710571289 }, { "layer": "layer.46.self_attn.o_proj", "ppl": 5.537680625915527 }, { "layer": "layer.46.mlp.gate_proj", "ppl": 5.53717565536499 }, { "layer": "layer.46.mlp.up_proj", "ppl": 5.537137508392334 }, { "layer": "layer.46.mlp.down_proj", "ppl": 5.536322116851807 }, { "layer": "layer.47.self_attn.q_proj", "ppl": 5.537665367126465 }, { "layer": "layer.47.self_attn.k_proj", "ppl": 5.537505149841309 }, { "layer": "layer.47.self_attn.v_proj", "ppl": 5.537404537200928 }, { "layer": "layer.47.self_attn.o_proj", "ppl": 5.536682605743408 }, { "layer": "layer.47.mlp.gate_proj", "ppl": 5.536468505859375 }, { "layer": "layer.47.mlp.up_proj", "ppl": 5.538309097290039 }, { "layer": "layer.47.mlp.down_proj", "ppl": 5.536884307861328 }, { "layer": "layer.48.self_attn.q_proj", "ppl": 5.53749418258667 }, { "layer": "layer.48.self_attn.k_proj", "ppl": 5.537539482116699 }, { "layer": "layer.48.self_attn.v_proj", "ppl": 5.537296295166016 }, { "layer": "layer.48.self_attn.o_proj", "ppl": 5.537245273590088 }, { "layer": "layer.48.mlp.gate_proj", "ppl": 5.536699295043945 }, { "layer": "layer.48.mlp.up_proj", "ppl": 5.537021160125732 }, { "layer": "layer.48.mlp.down_proj", "ppl": 5.536107540130615 }, { "layer": "layer.49.self_attn.q_proj", "ppl": 5.5374603271484375 }, { "layer": "layer.49.self_attn.k_proj", "ppl": 5.5376505851745605 }, { "layer": "layer.49.self_attn.v_proj", "ppl": 5.537188529968262 }, { "layer": "layer.49.self_attn.o_proj", "ppl": 5.5368146896362305 }, { "layer": "layer.49.mlp.gate_proj", "ppl": 5.536499500274658 }, { "layer": "layer.49.mlp.up_proj", "ppl": 5.537178993225098 }, { "layer": "layer.49.mlp.down_proj", "ppl": 5.536238670349121 }, { "layer": "layer.50.self_attn.q_proj", "ppl": 5.537716388702393 }, { "layer": "layer.50.self_attn.k_proj", "ppl": 5.537529945373535 }, { "layer": "layer.50.self_attn.v_proj", "ppl": 5.536894798278809 }, { "layer": "layer.50.self_attn.o_proj", "ppl": 5.537222862243652 }, { "layer": "layer.50.mlp.gate_proj", "ppl": 5.535579681396484 }, { "layer": "layer.50.mlp.up_proj", "ppl": 5.53769063949585 }, { "layer": "layer.50.mlp.down_proj", "ppl": 5.5376105308532715 }, { "layer": "layer.51.self_attn.q_proj", "ppl": 5.536584377288818 }, { "layer": "layer.51.self_attn.k_proj", "ppl": 5.535730838775635 }, { "layer": "layer.51.self_attn.v_proj", "ppl": 5.537261962890625 }, { "layer": "layer.51.self_attn.o_proj", "ppl": 5.53771448135376 }, { "layer": "layer.51.mlp.gate_proj", "ppl": 5.535648822784424 }, { "layer": "layer.51.mlp.up_proj", "ppl": 5.537513256072998 }, { "layer": "layer.51.mlp.down_proj", "ppl": 5.536503791809082 }, { "layer": "layer.52.self_attn.q_proj", "ppl": 5.5377960205078125 }, { "layer": "layer.52.self_attn.k_proj", "ppl": 5.537840366363525 }, { "layer": "layer.52.self_attn.v_proj", "ppl": 5.537715435028076 }, { "layer": "layer.52.self_attn.o_proj", "ppl": 5.537543773651123 }, { "layer": "layer.52.mlp.gate_proj", "ppl": 5.5352888107299805 }, { "layer": "layer.52.mlp.up_proj", "ppl": 5.536967754364014 }, { "layer": "layer.52.mlp.down_proj", "ppl": 5.5373029708862305 }, { "layer": "layer.53.self_attn.q_proj", "ppl": 5.53720235824585 }, { "layer": "layer.53.self_attn.k_proj", "ppl": 5.537469387054443 }, { "layer": "layer.53.self_attn.v_proj", "ppl": 5.536938667297363 }, { "layer": "layer.53.self_attn.o_proj", "ppl": 5.537075519561768 }, { "layer": "layer.53.mlp.gate_proj", "ppl": 5.535327911376953 }, { "layer": "layer.53.mlp.up_proj", "ppl": 5.536133289337158 }, { "layer": "layer.53.mlp.down_proj", "ppl": 5.536462783813477 }, { "layer": "layer.54.self_attn.q_proj", "ppl": 5.537343978881836 }, { "layer": "layer.54.self_attn.k_proj", "ppl": 5.537243843078613 }, { "layer": "layer.54.self_attn.v_proj", "ppl": 5.537041664123535 }, { "layer": "layer.54.self_attn.o_proj", "ppl": 5.537813663482666 }, { "layer": "layer.54.mlp.gate_proj", "ppl": 5.535511493682861 }, { "layer": "layer.54.mlp.up_proj", "ppl": 5.536616325378418 }, { "layer": "layer.54.mlp.down_proj", "ppl": 5.535988807678223 }, { "layer": "layer.55.self_attn.q_proj", "ppl": 5.537367820739746 }, { "layer": "layer.55.self_attn.k_proj", "ppl": 5.5371527671813965 }, { "layer": "layer.55.self_attn.v_proj", "ppl": 5.5374908447265625 }, { "layer": "layer.55.self_attn.o_proj", "ppl": 5.537847518920898 }, { "layer": "layer.55.mlp.gate_proj", "ppl": 5.534862518310547 }, { "layer": "layer.55.mlp.up_proj", "ppl": 5.536207675933838 }, { "layer": "layer.55.mlp.down_proj", "ppl": 5.537039756774902 }, { "layer": "layer.56.self_attn.q_proj", "ppl": 5.537320137023926 }, { "layer": "layer.56.self_attn.k_proj", "ppl": 5.537487983703613 }, { "layer": "layer.56.self_attn.v_proj", "ppl": 5.5367512702941895 }, { "layer": "layer.56.self_attn.o_proj", "ppl": 5.5379133224487305 }, { "layer": "layer.56.mlp.gate_proj", "ppl": 5.5356903076171875 }, { "layer": "layer.56.mlp.up_proj", "ppl": 5.537580490112305 }, { "layer": "layer.56.mlp.down_proj", "ppl": 5.5352463722229 }, { "layer": "layer.57.self_attn.q_proj", "ppl": 5.5373215675354 }, { "layer": "layer.57.self_attn.k_proj", "ppl": 5.537485122680664 }, { "layer": "layer.57.self_attn.v_proj", "ppl": 5.536923408508301 }, { "layer": "layer.57.self_attn.o_proj", "ppl": 5.53781795501709 }, { "layer": "layer.57.mlp.gate_proj", "ppl": 5.535818576812744 }, { "layer": "layer.57.mlp.up_proj", "ppl": 5.53638219833374 }, { "layer": "layer.57.mlp.down_proj", "ppl": 5.536386966705322 }, { "layer": "layer.58.self_attn.q_proj", "ppl": 5.537660121917725 }, { "layer": "layer.58.self_attn.k_proj", "ppl": 5.537649154663086 }, { "layer": "layer.58.self_attn.v_proj", "ppl": 5.538265228271484 }, { "layer": "layer.58.self_attn.o_proj", "ppl": 5.537983417510986 }, { "layer": "layer.58.mlp.gate_proj", "ppl": 5.535482883453369 }, { "layer": "layer.58.mlp.up_proj", "ppl": 5.536434173583984 }, { "layer": "layer.58.mlp.down_proj", "ppl": 5.535059452056885 }, { "layer": "layer.59.self_attn.q_proj", "ppl": 5.536886215209961 }, { "layer": "layer.59.self_attn.k_proj", "ppl": 5.537437915802002 }, { "layer": "layer.59.self_attn.v_proj", "ppl": 5.53671932220459 }, { "layer": "layer.59.self_attn.o_proj", "ppl": 5.538001537322998 }, { "layer": "layer.59.mlp.gate_proj", "ppl": 5.535048961639404 }, { "layer": "layer.59.mlp.up_proj", "ppl": 5.535427570343018 }, { "layer": "layer.59.mlp.down_proj", "ppl": 5.535964488983154 }, { "layer": "layer.60.self_attn.q_proj", "ppl": 5.537266731262207 }, { "layer": "layer.60.self_attn.k_proj", "ppl": 5.537609100341797 }, { "layer": "layer.60.self_attn.v_proj", "ppl": 5.536809921264648 }, { "layer": "layer.60.self_attn.o_proj", "ppl": 5.537260055541992 }, { "layer": "layer.60.mlp.gate_proj", "ppl": 5.535309791564941 }, { "layer": "layer.60.mlp.up_proj", "ppl": 5.536475658416748 }, { "layer": "layer.60.mlp.down_proj", "ppl": 5.535672664642334 }, { "layer": "layer.61.self_attn.q_proj", "ppl": 5.537538051605225 }, { "layer": "layer.61.self_attn.k_proj", "ppl": 5.5376081466674805 }, { "layer": "layer.61.self_attn.v_proj", "ppl": 5.537350654602051 }, { "layer": "layer.61.self_attn.o_proj", "ppl": 5.537644386291504 }, { "layer": "layer.61.mlp.gate_proj", "ppl": 5.535444259643555 }, { "layer": "layer.61.mlp.up_proj", "ppl": 5.536616325378418 }, { "layer": "layer.61.mlp.down_proj", "ppl": 5.53579568862915 }, { "layer": "layer.62.self_attn.q_proj", "ppl": 5.537477493286133 }, { "layer": "layer.62.self_attn.k_proj", "ppl": 5.537808895111084 }, { "layer": "layer.62.self_attn.v_proj", "ppl": 5.537187099456787 }, { "layer": "layer.62.self_attn.o_proj", "ppl": 5.538303852081299 }, { "layer": "layer.62.mlp.gate_proj", "ppl": 5.535263538360596 }, { "layer": "layer.62.mlp.up_proj", "ppl": 5.534067153930664 }, { "layer": "layer.62.mlp.down_proj", "ppl": 5.535320281982422 }, { "layer": "layer.63.self_attn.q_proj", "ppl": 5.536918640136719 }, { "layer": "layer.63.self_attn.k_proj", "ppl": 5.537158966064453 }, { "layer": "layer.63.self_attn.v_proj", "ppl": 5.538015365600586 }, { "layer": "layer.63.self_attn.o_proj", "ppl": 5.537753582000732 }, { "layer": "layer.63.mlp.gate_proj", "ppl": 5.53046989440918 }, { "layer": "layer.63.mlp.up_proj", "ppl": 5.529639720916748 }, { "layer": "layer.63.mlp.down_proj", "ppl": 5.529026985168457 } ] }, { "bit": 6, "ppls": [ { "layer": "layer.0.self_attn.q_proj", "ppl": 5.3831892013549805 }, { "layer": "layer.0.self_attn.k_proj", "ppl": 5.383166313171387 }, { "layer": "layer.0.self_attn.v_proj", "ppl": 5.383567810058594 }, { "layer": "layer.0.self_attn.o_proj", "ppl": 5.383962154388428 }, { "layer": "layer.0.mlp.gate_proj", "ppl": 5.383806228637695 }, { "layer": "layer.0.mlp.up_proj", "ppl": 5.383759021759033 }, { "layer": "layer.0.mlp.down_proj", "ppl": 5.382987976074219 }, { "layer": "layer.1.self_attn.q_proj", "ppl": 5.383818626403809 }, { "layer": "layer.1.self_attn.k_proj", "ppl": 5.38389253616333 }, { "layer": "layer.1.self_attn.v_proj", "ppl": 5.383718490600586 }, { "layer": "layer.1.self_attn.o_proj", "ppl": 5.3838629722595215 }, { "layer": "layer.1.mlp.gate_proj", "ppl": 5.383796215057373 }, { "layer": "layer.1.mlp.up_proj", "ppl": 5.383810520172119 }, { "layer": "layer.1.mlp.down_proj", "ppl": 5.3840131759643555 }, { "layer": "layer.2.self_attn.q_proj", "ppl": 5.383866310119629 }, { "layer": "layer.2.self_attn.k_proj", "ppl": 5.383754730224609 }, { "layer": "layer.2.self_attn.v_proj", "ppl": 5.383749008178711 }, { "layer": "layer.2.self_attn.o_proj", "ppl": 5.3836822509765625 }, { "layer": "layer.2.mlp.gate_proj", "ppl": 5.38352632522583 }, { "layer": "layer.2.mlp.up_proj", "ppl": 5.383638381958008 }, { "layer": "layer.2.mlp.down_proj", "ppl": 5.383662700653076 }, { "layer": "layer.3.self_attn.q_proj", "ppl": 5.383675575256348 }, { "layer": "layer.3.self_attn.k_proj", "ppl": 5.383673667907715 }, { "layer": "layer.3.self_attn.v_proj", "ppl": 5.383548259735107 }, { "layer": "layer.3.self_attn.o_proj", "ppl": 5.383698463439941 }, { "layer": "layer.3.mlp.gate_proj", "ppl": 5.38334321975708 }, { "layer": "layer.3.mlp.up_proj", "ppl": 5.383460998535156 }, { "layer": "layer.3.mlp.down_proj", "ppl": 5.383176326751709 }, { "layer": "layer.4.self_attn.q_proj", "ppl": 5.383577346801758 }, { "layer": "layer.4.self_attn.k_proj", "ppl": 5.3836846351623535 }, { "layer": "layer.4.self_attn.v_proj", "ppl": 5.383520603179932 }, { "layer": "layer.4.self_attn.o_proj", "ppl": 5.383706092834473 }, { "layer": "layer.4.mlp.gate_proj", "ppl": 5.383642196655273 }, { "layer": "layer.4.mlp.up_proj", "ppl": 5.383659362792969 }, { "layer": "layer.4.mlp.down_proj", "ppl": 5.38380765914917 }, { "layer": "layer.5.self_attn.q_proj", "ppl": 5.383400917053223 }, { "layer": "layer.5.self_attn.k_proj", "ppl": 5.383817672729492 }, { "layer": "layer.5.self_attn.v_proj", "ppl": 5.383817195892334 }, { "layer": "layer.5.self_attn.o_proj", "ppl": 5.383966445922852 }, { "layer": "layer.5.mlp.gate_proj", "ppl": 5.383653163909912 }, { "layer": "layer.5.mlp.up_proj", "ppl": 5.3836588859558105 }, { "layer": "layer.5.mlp.down_proj", "ppl": 5.383350849151611 }, { "layer": "layer.6.self_attn.q_proj", "ppl": 5.383457660675049 }, { "layer": "layer.6.self_attn.k_proj", "ppl": 5.383723258972168 }, { "layer": "layer.6.self_attn.v_proj", "ppl": 5.383299827575684 }, { "layer": "layer.6.self_attn.o_proj", "ppl": 5.383607387542725 }, { "layer": "layer.6.mlp.gate_proj", "ppl": 5.38326358795166 }, { "layer": "layer.6.mlp.up_proj", "ppl": 5.383530139923096 }, { "layer": "layer.6.mlp.down_proj", "ppl": 5.383817672729492 }, { "layer": "layer.7.self_attn.q_proj", "ppl": 5.383507251739502 }, { "layer": "layer.7.self_attn.k_proj", "ppl": 5.383866786956787 }, { "layer": "layer.7.self_attn.v_proj", "ppl": 5.383884429931641 }, { "layer": "layer.7.self_attn.o_proj", "ppl": 5.383718490600586 }, { "layer": "layer.7.mlp.gate_proj", "ppl": 5.383583068847656 }, { "layer": "layer.7.mlp.up_proj", "ppl": 5.3836164474487305 }, { "layer": "layer.7.mlp.down_proj", "ppl": 5.383164882659912 }, { "layer": "layer.8.self_attn.q_proj", "ppl": 5.38385534286499 }, { "layer": "layer.8.self_attn.k_proj", "ppl": 5.383566379547119 }, { "layer": "layer.8.self_attn.v_proj", "ppl": 5.3835344314575195 }, { "layer": "layer.8.self_attn.o_proj", "ppl": 5.383877277374268 }, { "layer": "layer.8.mlp.gate_proj", "ppl": 5.383938789367676 }, { "layer": "layer.8.mlp.up_proj", "ppl": 5.383545398712158 }, { "layer": "layer.8.mlp.down_proj", "ppl": 5.383320331573486 }, { "layer": "layer.9.self_attn.q_proj", "ppl": 5.383805274963379 }, { "layer": "layer.9.self_attn.k_proj", "ppl": 5.383779525756836 }, { "layer": "layer.9.self_attn.v_proj", "ppl": 5.383544921875 }, { "layer": "layer.9.self_attn.o_proj", "ppl": 5.383943557739258 }, { "layer": "layer.9.mlp.gate_proj", "ppl": 5.38381290435791 }, { "layer": "layer.9.mlp.up_proj", "ppl": 5.383721351623535 }, { "layer": "layer.9.mlp.down_proj", "ppl": 5.383544921875 }, { "layer": "layer.10.self_attn.q_proj", "ppl": 5.383814334869385 }, { "layer": "layer.10.self_attn.k_proj", "ppl": 5.383524417877197 }, { "layer": "layer.10.self_attn.v_proj", "ppl": 5.383914470672607 }, { "layer": "layer.10.self_attn.o_proj", "ppl": 5.383768558502197 }, { "layer": "layer.10.mlp.gate_proj", "ppl": 5.384103298187256 }, { "layer": "layer.10.mlp.up_proj", "ppl": 5.383418560028076 }, { "layer": "layer.10.mlp.down_proj", "ppl": 5.3831305503845215 }, { "layer": "layer.11.self_attn.q_proj", "ppl": 5.383698463439941 }, { "layer": "layer.11.self_attn.k_proj", "ppl": 5.383547306060791 }, { "layer": "layer.11.self_attn.v_proj", "ppl": 5.384113788604736 }, { "layer": "layer.11.self_attn.o_proj", "ppl": 5.38378381729126 }, { "layer": "layer.11.mlp.gate_proj", "ppl": 5.383570671081543 }, { "layer": "layer.11.mlp.up_proj", "ppl": 5.384036540985107 }, { "layer": "layer.11.mlp.down_proj", "ppl": 5.383279323577881 }, { "layer": "layer.12.self_attn.q_proj", "ppl": 5.38401460647583 }, { "layer": "layer.12.self_attn.k_proj", "ppl": 5.383897304534912 }, { "layer": "layer.12.self_attn.v_proj", "ppl": 5.383731365203857 }, { "layer": "layer.12.self_attn.o_proj", "ppl": 5.383729457855225 }, { "layer": "layer.12.mlp.gate_proj", "ppl": 5.383233070373535 }, { "layer": "layer.12.mlp.up_proj", "ppl": 5.3836798667907715 }, { "layer": "layer.12.mlp.down_proj", "ppl": 5.383499622344971 }, { "layer": "layer.13.self_attn.q_proj", "ppl": 5.383800029754639 }, { "layer": "layer.13.self_attn.k_proj", "ppl": 5.383788108825684 }, { "layer": "layer.13.self_attn.v_proj", "ppl": 5.383742332458496 }, { "layer": "layer.13.self_attn.o_proj", "ppl": 5.3839569091796875 }, { "layer": "layer.13.mlp.gate_proj", "ppl": 5.383884429931641 }, { "layer": "layer.13.mlp.up_proj", "ppl": 5.382887840270996 }, { "layer": "layer.13.mlp.down_proj", "ppl": 5.383294105529785 }, { "layer": "layer.14.self_attn.q_proj", "ppl": 5.3835320472717285 }, { "layer": "layer.14.self_attn.k_proj", "ppl": 5.38394832611084 }, { "layer": "layer.14.self_attn.v_proj", "ppl": 5.384047985076904 }, { "layer": "layer.14.self_attn.o_proj", "ppl": 5.383764743804932 }, { "layer": "layer.14.mlp.gate_proj", "ppl": 5.383200168609619 }, { "layer": "layer.14.mlp.up_proj", "ppl": 5.383111000061035 }, { "layer": "layer.14.mlp.down_proj", "ppl": 5.383815765380859 }, { "layer": "layer.15.self_attn.q_proj", "ppl": 5.38352632522583 }, { "layer": "layer.15.self_attn.k_proj", "ppl": 5.383707523345947 }, { "layer": "layer.15.self_attn.v_proj", "ppl": 5.38372802734375 }, { "layer": "layer.15.self_attn.o_proj", "ppl": 5.383505821228027 }, { "layer": "layer.15.mlp.gate_proj", "ppl": 5.3837666511535645 }, { "layer": "layer.15.mlp.up_proj", "ppl": 5.383805274963379 }, { "layer": "layer.15.mlp.down_proj", "ppl": 5.383561134338379 }, { "layer": "layer.16.self_attn.q_proj", "ppl": 5.384064197540283 }, { "layer": "layer.16.self_attn.k_proj", "ppl": 5.384069442749023 }, { "layer": "layer.16.self_attn.v_proj", "ppl": 5.383459091186523 }, { "layer": "layer.16.self_attn.o_proj", "ppl": 5.383421421051025 }, { "layer": "layer.16.mlp.gate_proj", "ppl": 5.383724689483643 }, { "layer": "layer.16.mlp.up_proj", "ppl": 5.383750915527344 }, { "layer": "layer.16.mlp.down_proj", "ppl": 5.383386611938477 }, { "layer": "layer.17.self_attn.q_proj", "ppl": 5.383675575256348 }, { "layer": "layer.17.self_attn.k_proj", "ppl": 5.383740425109863 }, { "layer": "layer.17.self_attn.v_proj", "ppl": 5.383689880371094 }, { "layer": "layer.17.self_attn.o_proj", "ppl": 5.384100437164307 }, { "layer": "layer.17.mlp.gate_proj", "ppl": 5.383525848388672 }, { "layer": "layer.17.mlp.up_proj", "ppl": 5.383190155029297 }, { "layer": "layer.17.mlp.down_proj", "ppl": 5.38286828994751 }, { "layer": "layer.18.self_attn.q_proj", "ppl": 5.383917808532715 }, { "layer": "layer.18.self_attn.k_proj", "ppl": 5.383938789367676 }, { "layer": "layer.18.self_attn.v_proj", "ppl": 5.383833408355713 }, { "layer": "layer.18.self_attn.o_proj", "ppl": 5.383916854858398 }, { "layer": "layer.18.mlp.gate_proj", "ppl": 5.3843159675598145 }, { "layer": "layer.18.mlp.up_proj", "ppl": 5.383585453033447 }, { "layer": "layer.18.mlp.down_proj", "ppl": 5.383663654327393 }, { "layer": "layer.19.self_attn.q_proj", "ppl": 5.383579254150391 }, { "layer": "layer.19.self_attn.k_proj", "ppl": 5.383805274963379 }, { "layer": "layer.19.self_attn.v_proj", "ppl": 5.383749485015869 }, { "layer": "layer.19.self_attn.o_proj", "ppl": 5.383998394012451 }, { "layer": "layer.19.mlp.gate_proj", "ppl": 5.383909225463867 }, { "layer": "layer.19.mlp.up_proj", "ppl": 5.384163856506348 }, { "layer": "layer.19.mlp.down_proj", "ppl": 5.3834710121154785 }, { "layer": "layer.20.self_attn.q_proj", "ppl": 5.383578300476074 }, { "layer": "layer.20.self_attn.k_proj", "ppl": 5.383647441864014 }, { "layer": "layer.20.self_attn.v_proj", "ppl": 5.383697986602783 }, { "layer": "layer.20.self_attn.o_proj", "ppl": 5.383572578430176 }, { "layer": "layer.20.mlp.gate_proj", "ppl": 5.383907794952393 }, { "layer": "layer.20.mlp.up_proj", "ppl": 5.383648872375488 }, { "layer": "layer.20.mlp.down_proj", "ppl": 5.3839945793151855 }, { "layer": "layer.21.self_attn.q_proj", "ppl": 5.383672714233398 }, { "layer": "layer.21.self_attn.k_proj", "ppl": 5.383837699890137 }, { "layer": "layer.21.self_attn.v_proj", "ppl": 5.383406639099121 }, { "layer": "layer.21.self_attn.o_proj", "ppl": 5.384121894836426 }, { "layer": "layer.21.mlp.gate_proj", "ppl": 5.383476734161377 }, { "layer": "layer.21.mlp.up_proj", "ppl": 5.384038925170898 }, { "layer": "layer.21.mlp.down_proj", "ppl": 5.383388042449951 }, { "layer": "layer.22.self_attn.q_proj", "ppl": 5.3835129737854 }, { "layer": "layer.22.self_attn.k_proj", "ppl": 5.384035587310791 }, { "layer": "layer.22.self_attn.v_proj", "ppl": 5.384240627288818 }, { "layer": "layer.22.self_attn.o_proj", "ppl": 5.383996963500977 }, { "layer": "layer.22.mlp.gate_proj", "ppl": 5.383495330810547 }, { "layer": "layer.22.mlp.up_proj", "ppl": 5.383963584899902 }, { "layer": "layer.22.mlp.down_proj", "ppl": 5.383838653564453 }, { "layer": "layer.23.self_attn.q_proj", "ppl": 5.383909225463867 }, { "layer": "layer.23.self_attn.k_proj", "ppl": 5.383885860443115 }, { "layer": "layer.23.self_attn.v_proj", "ppl": 5.38355827331543 }, { "layer": "layer.23.self_attn.o_proj", "ppl": 5.383844375610352 }, { "layer": "layer.23.mlp.gate_proj", "ppl": 5.383411407470703 }, { "layer": "layer.23.mlp.up_proj", "ppl": 5.38380765914917 }, { "layer": "layer.23.mlp.down_proj", "ppl": 5.383803367614746 }, { "layer": "layer.24.self_attn.q_proj", "ppl": 5.383467674255371 }, { "layer": "layer.24.self_attn.k_proj", "ppl": 5.383727073669434 }, { "layer": "layer.24.self_attn.v_proj", "ppl": 5.3838348388671875 }, { "layer": "layer.24.self_attn.o_proj", "ppl": 5.383190155029297 }, { "layer": "layer.24.mlp.gate_proj", "ppl": 5.383739471435547 }, { "layer": "layer.24.mlp.up_proj", "ppl": 5.383814334869385 }, { "layer": "layer.24.mlp.down_proj", "ppl": 5.383931636810303 }, { "layer": "layer.25.self_attn.q_proj", "ppl": 5.384052276611328 }, { "layer": "layer.25.self_attn.k_proj", "ppl": 5.383910179138184 }, { "layer": "layer.25.self_attn.v_proj", "ppl": 5.383514881134033 }, { "layer": "layer.25.self_attn.o_proj", "ppl": 5.383716583251953 }, { "layer": "layer.25.mlp.gate_proj", "ppl": 5.383645057678223 }, { "layer": "layer.25.mlp.up_proj", "ppl": 5.384018421173096 }, { "layer": "layer.25.mlp.down_proj", "ppl": 5.383976936340332 }, { "layer": "layer.26.self_attn.q_proj", "ppl": 5.383691310882568 }, { "layer": "layer.26.self_attn.k_proj", "ppl": 5.384070873260498 }, { "layer": "layer.26.self_attn.v_proj", "ppl": 5.384019374847412 }, { "layer": "layer.26.self_attn.o_proj", "ppl": 5.383489608764648 }, { "layer": "layer.26.mlp.gate_proj", "ppl": 5.382987976074219 }, { "layer": "layer.26.mlp.up_proj", "ppl": 5.384026050567627 }, { "layer": "layer.26.mlp.down_proj", "ppl": 5.383872032165527 }, { "layer": "layer.27.self_attn.q_proj", "ppl": 5.383881568908691 }, { "layer": "layer.27.self_attn.k_proj", "ppl": 5.383895397186279 }, { "layer": "layer.27.self_attn.v_proj", "ppl": 5.383601188659668 }, { "layer": "layer.27.self_attn.o_proj", "ppl": 5.38330602645874 }, { "layer": "layer.27.mlp.gate_proj", "ppl": 5.383754730224609 }, { "layer": "layer.27.mlp.up_proj", "ppl": 5.3837785720825195 }, { "layer": "layer.27.mlp.down_proj", "ppl": 5.383279323577881 }, { "layer": "layer.28.self_attn.q_proj", "ppl": 5.383901596069336 }, { "layer": "layer.28.self_attn.k_proj", "ppl": 5.383805274963379 }, { "layer": "layer.28.self_attn.v_proj", "ppl": 5.383604049682617 }, { "layer": "layer.28.self_attn.o_proj", "ppl": 5.383596897125244 }, { "layer": "layer.28.mlp.gate_proj", "ppl": 5.383581161499023 }, { "layer": "layer.28.mlp.up_proj", "ppl": 5.3835625648498535 }, { "layer": "layer.28.mlp.down_proj", "ppl": 5.383290767669678 }, { "layer": "layer.29.self_attn.q_proj", "ppl": 5.383708477020264 }, { "layer": "layer.29.self_attn.k_proj", "ppl": 5.383884429931641 }, { "layer": "layer.29.self_attn.v_proj", "ppl": 5.383824348449707 }, { "layer": "layer.29.self_attn.o_proj", "ppl": 5.383594036102295 }, { "layer": "layer.29.mlp.gate_proj", "ppl": 5.383965492248535 }, { "layer": "layer.29.mlp.up_proj", "ppl": 5.382987976074219 }, { "layer": "layer.29.mlp.down_proj", "ppl": 5.383691310882568 }, { "layer": "layer.30.self_attn.q_proj", "ppl": 5.383559226989746 }, { "layer": "layer.30.self_attn.k_proj", "ppl": 5.383472442626953 }, { "layer": "layer.30.self_attn.v_proj", "ppl": 5.383595943450928 }, { "layer": "layer.30.self_attn.o_proj", "ppl": 5.383147716522217 }, { "layer": "layer.30.mlp.gate_proj", "ppl": 5.38365364074707 }, { "layer": "layer.30.mlp.up_proj", "ppl": 5.3840460777282715 }, { "layer": "layer.30.mlp.down_proj", "ppl": 5.38408899307251 }, { "layer": "layer.31.self_attn.q_proj", "ppl": 5.383738040924072 }, { "layer": "layer.31.self_attn.k_proj", "ppl": 5.383800029754639 }, { "layer": "layer.31.self_attn.v_proj", "ppl": 5.383488178253174 }, { "layer": "layer.31.self_attn.o_proj", "ppl": 5.383604049682617 }, { "layer": "layer.31.mlp.gate_proj", "ppl": 5.383750915527344 }, { "layer": "layer.31.mlp.up_proj", "ppl": 5.3834404945373535 }, { "layer": "layer.31.mlp.down_proj", "ppl": 5.383479118347168 }, { "layer": "layer.32.self_attn.q_proj", "ppl": 5.383869647979736 }, { "layer": "layer.32.self_attn.k_proj", "ppl": 5.383983135223389 }, { "layer": "layer.32.self_attn.v_proj", "ppl": 5.384104251861572 }, { "layer": "layer.32.self_attn.o_proj", "ppl": 5.3838043212890625 }, { "layer": "layer.32.mlp.gate_proj", "ppl": 5.383841037750244 }, { "layer": "layer.32.mlp.up_proj", "ppl": 5.382855415344238 }, { "layer": "layer.32.mlp.down_proj", "ppl": 5.382909774780273 }, { "layer": "layer.33.self_attn.q_proj", "ppl": 5.38399076461792 }, { "layer": "layer.33.self_attn.k_proj", "ppl": 5.38395357131958 }, { "layer": "layer.33.self_attn.v_proj", "ppl": 5.383936882019043 }, { "layer": "layer.33.self_attn.o_proj", "ppl": 5.383242130279541 }, { "layer": "layer.33.mlp.gate_proj", "ppl": 5.384155750274658 }, { "layer": "layer.33.mlp.up_proj", "ppl": 5.3837809562683105 }, { "layer": "layer.33.mlp.down_proj", "ppl": 5.383995532989502 }, { "layer": "layer.34.self_attn.q_proj", "ppl": 5.383707046508789 }, { "layer": "layer.34.self_attn.k_proj", "ppl": 5.383729457855225 }, { "layer": "layer.34.self_attn.v_proj", "ppl": 5.384068489074707 }, { "layer": "layer.34.self_attn.o_proj", "ppl": 5.383718490600586 }, { "layer": "layer.34.mlp.gate_proj", "ppl": 5.383023262023926 }, { "layer": "layer.34.mlp.up_proj", "ppl": 5.384304523468018 }, { "layer": "layer.34.mlp.down_proj", "ppl": 5.383909225463867 }, { "layer": "layer.35.self_attn.q_proj", "ppl": 5.383952617645264 }, { "layer": "layer.35.self_attn.k_proj", "ppl": 5.383923530578613 }, { "layer": "layer.35.self_attn.v_proj", "ppl": 5.383778095245361 }, { "layer": "layer.35.self_attn.o_proj", "ppl": 5.383666515350342 }, { "layer": "layer.35.mlp.gate_proj", "ppl": 5.383688449859619 }, { "layer": "layer.35.mlp.up_proj", "ppl": 5.383163928985596 }, { "layer": "layer.35.mlp.down_proj", "ppl": 5.383203983306885 }, { "layer": "layer.36.self_attn.q_proj", "ppl": 5.383571624755859 }, { "layer": "layer.36.self_attn.k_proj", "ppl": 5.3838911056518555 }, { "layer": "layer.36.self_attn.v_proj", "ppl": 5.383591175079346 }, { "layer": "layer.36.self_attn.o_proj", "ppl": 5.383504867553711 }, { "layer": "layer.36.mlp.gate_proj", "ppl": 5.382641315460205 }, { "layer": "layer.36.mlp.up_proj", "ppl": 5.383340358734131 }, { "layer": "layer.36.mlp.down_proj", "ppl": 5.383146286010742 }, { "layer": "layer.37.self_attn.q_proj", "ppl": 5.383847713470459 }, { "layer": "layer.37.self_attn.k_proj", "ppl": 5.383749961853027 }, { "layer": "layer.37.self_attn.v_proj", "ppl": 5.384091377258301 }, { "layer": "layer.37.self_attn.o_proj", "ppl": 5.383424282073975 }, { "layer": "layer.37.mlp.gate_proj", "ppl": 5.38381290435791 }, { "layer": "layer.37.mlp.up_proj", "ppl": 5.383741855621338 }, { "layer": "layer.37.mlp.down_proj", "ppl": 5.384156703948975 }, { "layer": "layer.38.self_attn.q_proj", "ppl": 5.384001731872559 }, { "layer": "layer.38.self_attn.k_proj", "ppl": 5.383877277374268 }, { "layer": "layer.38.self_attn.v_proj", "ppl": 5.38367223739624 }, { "layer": "layer.38.self_attn.o_proj", "ppl": 5.383962631225586 }, { "layer": "layer.38.mlp.gate_proj", "ppl": 5.383169651031494 }, { "layer": "layer.38.mlp.up_proj", "ppl": 5.383806228637695 }, { "layer": "layer.38.mlp.down_proj", "ppl": 5.383981227874756 }, { "layer": "layer.39.self_attn.q_proj", "ppl": 5.384097099304199 }, { "layer": "layer.39.self_attn.k_proj", "ppl": 5.383757591247559 }, { "layer": "layer.39.self_attn.v_proj", "ppl": 5.384085178375244 }, { "layer": "layer.39.self_attn.o_proj", "ppl": 5.383171081542969 }, { "layer": "layer.39.mlp.gate_proj", "ppl": 5.384042263031006 }, { "layer": "layer.39.mlp.up_proj", "ppl": 5.383914947509766 }, { "layer": "layer.39.mlp.down_proj", "ppl": 5.3839335441589355 }, { "layer": "layer.40.self_attn.q_proj", "ppl": 5.383894443511963 }, { "layer": "layer.40.self_attn.k_proj", "ppl": 5.384005546569824 }, { "layer": "layer.40.self_attn.v_proj", "ppl": 5.383648872375488 }, { "layer": "layer.40.self_attn.o_proj", "ppl": 5.383495807647705 }, { "layer": "layer.40.mlp.gate_proj", "ppl": 5.383611679077148 }, { "layer": "layer.40.mlp.up_proj", "ppl": 5.383647441864014 }, { "layer": "layer.40.mlp.down_proj", "ppl": 5.382686138153076 }, { "layer": "layer.41.self_attn.q_proj", "ppl": 5.383646488189697 }, { "layer": "layer.41.self_attn.k_proj", "ppl": 5.3838348388671875 }, { "layer": "layer.41.self_attn.v_proj", "ppl": 5.383760929107666 }, { "layer": "layer.41.self_attn.o_proj", "ppl": 5.383358001708984 }, { "layer": "layer.41.mlp.gate_proj", "ppl": 5.384064197540283 }, { "layer": "layer.41.mlp.up_proj", "ppl": 5.383134365081787 }, { "layer": "layer.41.mlp.down_proj", "ppl": 5.383856773376465 }, { "layer": "layer.42.self_attn.q_proj", "ppl": 5.384242534637451 }, { "layer": "layer.42.self_attn.k_proj", "ppl": 5.383699417114258 }, { "layer": "layer.42.self_attn.v_proj", "ppl": 5.383790969848633 }, { "layer": "layer.42.self_attn.o_proj", "ppl": 5.383810997009277 }, { "layer": "layer.42.mlp.gate_proj", "ppl": 5.383460998535156 }, { "layer": "layer.42.mlp.up_proj", "ppl": 5.383632183074951 }, { "layer": "layer.42.mlp.down_proj", "ppl": 5.383055210113525 }, { "layer": "layer.43.self_attn.q_proj", "ppl": 5.384024620056152 }, { "layer": "layer.43.self_attn.k_proj", "ppl": 5.384739875793457 }, { "layer": "layer.43.self_attn.v_proj", "ppl": 5.384489059448242 }, { "layer": "layer.43.self_attn.o_proj", "ppl": 5.383183479309082 }, { "layer": "layer.43.mlp.gate_proj", "ppl": 5.383365154266357 }, { "layer": "layer.43.mlp.up_proj", "ppl": 5.383499622344971 }, { "layer": "layer.43.mlp.down_proj", "ppl": 5.383674144744873 }, { "layer": "layer.44.self_attn.q_proj", "ppl": 5.383950233459473 }, { "layer": "layer.44.self_attn.k_proj", "ppl": 5.383585453033447 }, { "layer": "layer.44.self_attn.v_proj", "ppl": 5.383767127990723 }, { "layer": "layer.44.self_attn.o_proj", "ppl": 5.3844828605651855 }, { "layer": "layer.44.mlp.gate_proj", "ppl": 5.383626461029053 }, { "layer": "layer.44.mlp.up_proj", "ppl": 5.38333797454834 }, { "layer": "layer.44.mlp.down_proj", "ppl": 5.384211540222168 }, { "layer": "layer.45.self_attn.q_proj", "ppl": 5.383901596069336 }, { "layer": "layer.45.self_attn.k_proj", "ppl": 5.384381294250488 }, { "layer": "layer.45.self_attn.v_proj", "ppl": 5.383697032928467 }, { "layer": "layer.45.self_attn.o_proj", "ppl": 5.383470058441162 }, { "layer": "layer.45.mlp.gate_proj", "ppl": 5.383589744567871 }, { "layer": "layer.45.mlp.up_proj", "ppl": 5.384037971496582 }, { "layer": "layer.45.mlp.down_proj", "ppl": 5.383847713470459 }, { "layer": "layer.46.self_attn.q_proj", "ppl": 5.383936405181885 }, { "layer": "layer.46.self_attn.k_proj", "ppl": 5.3838043212890625 }, { "layer": "layer.46.self_attn.v_proj", "ppl": 5.3835930824279785 }, { "layer": "layer.46.self_attn.o_proj", "ppl": 5.383568286895752 }, { "layer": "layer.46.mlp.gate_proj", "ppl": 5.383431911468506 }, { "layer": "layer.46.mlp.up_proj", "ppl": 5.383595943450928 }, { "layer": "layer.46.mlp.down_proj", "ppl": 5.3840837478637695 }, { "layer": "layer.47.self_attn.q_proj", "ppl": 5.383913040161133 }, { "layer": "layer.47.self_attn.k_proj", "ppl": 5.383387088775635 }, { "layer": "layer.47.self_attn.v_proj", "ppl": 5.383622169494629 }, { "layer": "layer.47.self_attn.o_proj", "ppl": 5.383837699890137 }, { "layer": "layer.47.mlp.gate_proj", "ppl": 5.383722305297852 }, { "layer": "layer.47.mlp.up_proj", "ppl": 5.383180141448975 }, { "layer": "layer.47.mlp.down_proj", "ppl": 5.3832316398620605 }, { "layer": "layer.48.self_attn.q_proj", "ppl": 5.384006977081299 }, { "layer": "layer.48.self_attn.k_proj", "ppl": 5.383758068084717 }, { "layer": "layer.48.self_attn.v_proj", "ppl": 5.383694648742676 }, { "layer": "layer.48.self_attn.o_proj", "ppl": 5.383413791656494 }, { "layer": "layer.48.mlp.gate_proj", "ppl": 5.383615970611572 }, { "layer": "layer.48.mlp.up_proj", "ppl": 5.383507251739502 }, { "layer": "layer.48.mlp.down_proj", "ppl": 5.383800029754639 }, { "layer": "layer.49.self_attn.q_proj", "ppl": 5.383469104766846 }, { "layer": "layer.49.self_attn.k_proj", "ppl": 5.383707523345947 }, { "layer": "layer.49.self_attn.v_proj", "ppl": 5.38384485244751 }, { "layer": "layer.49.self_attn.o_proj", "ppl": 5.383802890777588 }, { "layer": "layer.49.mlp.gate_proj", "ppl": 5.383366584777832 }, { "layer": "layer.49.mlp.up_proj", "ppl": 5.383469104766846 }, { "layer": "layer.49.mlp.down_proj", "ppl": 5.383289337158203 }, { "layer": "layer.50.self_attn.q_proj", "ppl": 5.383554935455322 }, { "layer": "layer.50.self_attn.k_proj", "ppl": 5.383756637573242 }, { "layer": "layer.50.self_attn.v_proj", "ppl": 5.383372783660889 }, { "layer": "layer.50.self_attn.o_proj", "ppl": 5.383400917053223 }, { "layer": "layer.50.mlp.gate_proj", "ppl": 5.382855415344238 }, { "layer": "layer.50.mlp.up_proj", "ppl": 5.383598327636719 }, { "layer": "layer.50.mlp.down_proj", "ppl": 5.383091449737549 }, { "layer": "layer.51.self_attn.q_proj", "ppl": 5.383301258087158 }, { "layer": "layer.51.self_attn.k_proj", "ppl": 5.3836870193481445 }, { "layer": "layer.51.self_attn.v_proj", "ppl": 5.383637428283691 }, { "layer": "layer.51.self_attn.o_proj", "ppl": 5.383988380432129 }, { "layer": "layer.51.mlp.gate_proj", "ppl": 5.382526874542236 }, { "layer": "layer.51.mlp.up_proj", "ppl": 5.382887840270996 }, { "layer": "layer.51.mlp.down_proj", "ppl": 5.3832316398620605 }, { "layer": "layer.52.self_attn.q_proj", "ppl": 5.383856773376465 }, { "layer": "layer.52.self_attn.k_proj", "ppl": 5.384001731872559 }, { "layer": "layer.52.self_attn.v_proj", "ppl": 5.383897304534912 }, { "layer": "layer.52.self_attn.o_proj", "ppl": 5.384007930755615 }, { "layer": "layer.52.mlp.gate_proj", "ppl": 5.382501125335693 }, { "layer": "layer.52.mlp.up_proj", "ppl": 5.3839287757873535 }, { "layer": "layer.52.mlp.down_proj", "ppl": 5.382750511169434 }, { "layer": "layer.53.self_attn.q_proj", "ppl": 5.383831977844238 }, { "layer": "layer.53.self_attn.k_proj", "ppl": 5.383870601654053 }, { "layer": "layer.53.self_attn.v_proj", "ppl": 5.383362293243408 }, { "layer": "layer.53.self_attn.o_proj", "ppl": 5.383584499359131 }, { "layer": "layer.53.mlp.gate_proj", "ppl": 5.381929874420166 }, { "layer": "layer.53.mlp.up_proj", "ppl": 5.383297443389893 }, { "layer": "layer.53.mlp.down_proj", "ppl": 5.382407188415527 }, { "layer": "layer.54.self_attn.q_proj", "ppl": 5.383695602416992 }, { "layer": "layer.54.self_attn.k_proj", "ppl": 5.383488655090332 }, { "layer": "layer.54.self_attn.v_proj", "ppl": 5.383603096008301 }, { "layer": "layer.54.self_attn.o_proj", "ppl": 5.383747577667236 }, { "layer": "layer.54.mlp.gate_proj", "ppl": 5.382493495941162 }, { "layer": "layer.54.mlp.up_proj", "ppl": 5.38313627243042 }, { "layer": "layer.54.mlp.down_proj", "ppl": 5.382778167724609 }, { "layer": "layer.55.self_attn.q_proj", "ppl": 5.3838090896606445 }, { "layer": "layer.55.self_attn.k_proj", "ppl": 5.383595943450928 }, { "layer": "layer.55.self_attn.v_proj", "ppl": 5.383767127990723 }, { "layer": "layer.55.self_attn.o_proj", "ppl": 5.383484363555908 }, { "layer": "layer.55.mlp.gate_proj", "ppl": 5.382440090179443 }, { "layer": "layer.55.mlp.up_proj", "ppl": 5.38265323638916 }, { "layer": "layer.55.mlp.down_proj", "ppl": 5.38288688659668 }, { "layer": "layer.56.self_attn.q_proj", "ppl": 5.384052276611328 }, { "layer": "layer.56.self_attn.k_proj", "ppl": 5.383970737457275 }, { "layer": "layer.56.self_attn.v_proj", "ppl": 5.383705139160156 }, { "layer": "layer.56.self_attn.o_proj", "ppl": 5.383586406707764 }, { "layer": "layer.56.mlp.gate_proj", "ppl": 5.383115768432617 }, { "layer": "layer.56.mlp.up_proj", "ppl": 5.3825531005859375 }, { "layer": "layer.56.mlp.down_proj", "ppl": 5.383556365966797 }, { "layer": "layer.57.self_attn.q_proj", "ppl": 5.3837385177612305 }, { "layer": "layer.57.self_attn.k_proj", "ppl": 5.383627891540527 }, { "layer": "layer.57.self_attn.v_proj", "ppl": 5.383614540100098 }, { "layer": "layer.57.self_attn.o_proj", "ppl": 5.383820056915283 }, { "layer": "layer.57.mlp.gate_proj", "ppl": 5.382861137390137 }, { "layer": "layer.57.mlp.up_proj", "ppl": 5.383127212524414 }, { "layer": "layer.57.mlp.down_proj", "ppl": 5.38334321975708 }, { "layer": "layer.58.self_attn.q_proj", "ppl": 5.3840012550354 }, { "layer": "layer.58.self_attn.k_proj", "ppl": 5.383880138397217 }, { "layer": "layer.58.self_attn.v_proj", "ppl": 5.3840861320495605 }, { "layer": "layer.58.self_attn.o_proj", "ppl": 5.383718490600586 }, { "layer": "layer.58.mlp.gate_proj", "ppl": 5.382884979248047 }, { "layer": "layer.58.mlp.up_proj", "ppl": 5.382836818695068 }, { "layer": "layer.58.mlp.down_proj", "ppl": 5.383472442626953 }, { "layer": "layer.59.self_attn.q_proj", "ppl": 5.383472442626953 }, { "layer": "layer.59.self_attn.k_proj", "ppl": 5.383476734161377 }, { "layer": "layer.59.self_attn.v_proj", "ppl": 5.383634567260742 }, { "layer": "layer.59.self_attn.o_proj", "ppl": 5.383668422698975 }, { "layer": "layer.59.mlp.gate_proj", "ppl": 5.38238000869751 }, { "layer": "layer.59.mlp.up_proj", "ppl": 5.382359027862549 }, { "layer": "layer.59.mlp.down_proj", "ppl": 5.382981300354004 }, { "layer": "layer.60.self_attn.q_proj", "ppl": 5.383731842041016 }, { "layer": "layer.60.self_attn.k_proj", "ppl": 5.3835320472717285 }, { "layer": "layer.60.self_attn.v_proj", "ppl": 5.383144855499268 }, { "layer": "layer.60.self_attn.o_proj", "ppl": 5.383763790130615 }, { "layer": "layer.60.mlp.gate_proj", "ppl": 5.383666515350342 }, { "layer": "layer.60.mlp.up_proj", "ppl": 5.383279323577881 }, { "layer": "layer.60.mlp.down_proj", "ppl": 5.383234024047852 }, { "layer": "layer.61.self_attn.q_proj", "ppl": 5.383630275726318 }, { "layer": "layer.61.self_attn.k_proj", "ppl": 5.383665084838867 }, { "layer": "layer.61.self_attn.v_proj", "ppl": 5.383800029754639 }, { "layer": "layer.61.self_attn.o_proj", "ppl": 5.383584499359131 }, { "layer": "layer.61.mlp.gate_proj", "ppl": 5.3823676109313965 }, { "layer": "layer.61.mlp.up_proj", "ppl": 5.382236003875732 }, { "layer": "layer.61.mlp.down_proj", "ppl": 5.383358001708984 }, { "layer": "layer.62.self_attn.q_proj", "ppl": 5.384597301483154 }, { "layer": "layer.62.self_attn.k_proj", "ppl": 5.384200096130371 }, { "layer": "layer.62.self_attn.v_proj", "ppl": 5.383643627166748 }, { "layer": "layer.62.self_attn.o_proj", "ppl": 5.383782386779785 }, { "layer": "layer.62.mlp.gate_proj", "ppl": 5.382022857666016 }, { "layer": "layer.62.mlp.up_proj", "ppl": 5.382589817047119 }, { "layer": "layer.62.mlp.down_proj", "ppl": 5.3818678855896 }, { "layer": "layer.63.self_attn.q_proj", "ppl": 5.383432388305664 }, { "layer": "layer.63.self_attn.k_proj", "ppl": 5.383846282958984 }, { "layer": "layer.63.self_attn.v_proj", "ppl": 5.383642196655273 }, { "layer": "layer.63.self_attn.o_proj", "ppl": 5.383850574493408 }, { "layer": "layer.63.mlp.gate_proj", "ppl": 5.3801727294921875 }, { "layer": "layer.63.mlp.up_proj", "ppl": 5.379642486572266 }, { "layer": "layer.63.mlp.down_proj", "ppl": 5.378925323486328 } ] }, { "bit": 7, "ppls": [ { "layer": "layer.0.self_attn.q_proj", "ppl": 5.294758319854736 }, { "layer": "layer.0.self_attn.k_proj", "ppl": 5.294896602630615 }, { "layer": "layer.0.self_attn.v_proj", "ppl": 5.295593738555908 }, { "layer": "layer.0.self_attn.o_proj", "ppl": 5.295174598693848 }, { "layer": "layer.0.mlp.gate_proj", "ppl": 5.295661926269531 }, { "layer": "layer.0.mlp.up_proj", "ppl": 5.29531717300415 }, { "layer": "layer.0.mlp.down_proj", "ppl": 5.295340061187744 }, { "layer": "layer.1.self_attn.q_proj", "ppl": 5.295517921447754 }, { "layer": "layer.1.self_attn.k_proj", "ppl": 5.295496463775635 }, { "layer": "layer.1.self_attn.v_proj", "ppl": 5.295696258544922 }, { "layer": "layer.1.self_attn.o_proj", "ppl": 5.295562744140625 }, { "layer": "layer.1.mlp.gate_proj", "ppl": 5.295679092407227 }, { "layer": "layer.1.mlp.up_proj", "ppl": 5.295999050140381 }, { "layer": "layer.1.mlp.down_proj", "ppl": 5.295560359954834 }, { "layer": "layer.2.self_attn.q_proj", "ppl": 5.295646667480469 }, { "layer": "layer.2.self_attn.k_proj", "ppl": 5.295575141906738 }, { "layer": "layer.2.self_attn.v_proj", "ppl": 5.29548454284668 }, { "layer": "layer.2.self_attn.o_proj", "ppl": 5.295599937438965 }, { "layer": "layer.2.mlp.gate_proj", "ppl": 5.295304775238037 }, { "layer": "layer.2.mlp.up_proj", "ppl": 5.295764446258545 }, { "layer": "layer.2.mlp.down_proj", "ppl": 5.295394420623779 }, { "layer": "layer.3.self_attn.q_proj", "ppl": 5.295480251312256 }, { "layer": "layer.3.self_attn.k_proj", "ppl": 5.295722484588623 }, { "layer": "layer.3.self_attn.v_proj", "ppl": 5.295470237731934 }, { "layer": "layer.3.self_attn.o_proj", "ppl": 5.2955002784729 }, { "layer": "layer.3.mlp.gate_proj", "ppl": 5.295227527618408 }, { "layer": "layer.3.mlp.up_proj", "ppl": 5.295538902282715 }, { "layer": "layer.3.mlp.down_proj", "ppl": 5.295553684234619 }, { "layer": "layer.4.self_attn.q_proj", "ppl": 5.295660018920898 }, { "layer": "layer.4.self_attn.k_proj", "ppl": 5.295478820800781 }, { "layer": "layer.4.self_attn.v_proj", "ppl": 5.295522212982178 }, { "layer": "layer.4.self_attn.o_proj", "ppl": 5.295398235321045 }, { "layer": "layer.4.mlp.gate_proj", "ppl": 5.295651912689209 }, { "layer": "layer.4.mlp.up_proj", "ppl": 5.295407295227051 }, { "layer": "layer.4.mlp.down_proj", "ppl": 5.295407295227051 }, { "layer": "layer.5.self_attn.q_proj", "ppl": 5.295663833618164 }, { "layer": "layer.5.self_attn.k_proj", "ppl": 5.295679569244385 }, { "layer": "layer.5.self_attn.v_proj", "ppl": 5.295251846313477 }, { "layer": "layer.5.self_attn.o_proj", "ppl": 5.295119285583496 }, { "layer": "layer.5.mlp.gate_proj", "ppl": 5.295360088348389 }, { "layer": "layer.5.mlp.up_proj", "ppl": 5.295563697814941 }, { "layer": "layer.5.mlp.down_proj", "ppl": 5.29554557800293 }, { "layer": "layer.6.self_attn.q_proj", "ppl": 5.295470237731934 }, { "layer": "layer.6.self_attn.k_proj", "ppl": 5.2955322265625 }, { "layer": "layer.6.self_attn.v_proj", "ppl": 5.295608043670654 }, { "layer": "layer.6.self_attn.o_proj", "ppl": 5.295547008514404 }, { "layer": "layer.6.mlp.gate_proj", "ppl": 5.295668125152588 }, { "layer": "layer.6.mlp.up_proj", "ppl": 5.295693874359131 }, { "layer": "layer.6.mlp.down_proj", "ppl": 5.295347690582275 }, { "layer": "layer.7.self_attn.q_proj", "ppl": 5.295658111572266 }, { "layer": "layer.7.self_attn.k_proj", "ppl": 5.295444965362549 }, { "layer": "layer.7.self_attn.v_proj", "ppl": 5.295494079589844 }, { "layer": "layer.7.self_attn.o_proj", "ppl": 5.295459747314453 }, { "layer": "layer.7.mlp.gate_proj", "ppl": 5.295424461364746 }, { "layer": "layer.7.mlp.up_proj", "ppl": 5.295528411865234 }, { "layer": "layer.7.mlp.down_proj", "ppl": 5.295573711395264 }, { "layer": "layer.8.self_attn.q_proj", "ppl": 5.295395851135254 }, { "layer": "layer.8.self_attn.k_proj", "ppl": 5.295694828033447 }, { "layer": "layer.8.self_attn.v_proj", "ppl": 5.295589923858643 }, { "layer": "layer.8.self_attn.o_proj", "ppl": 5.295611381530762 }, { "layer": "layer.8.mlp.gate_proj", "ppl": 5.295229911804199 }, { "layer": "layer.8.mlp.up_proj", "ppl": 5.295415878295898 }, { "layer": "layer.8.mlp.down_proj", "ppl": 5.296107292175293 }, { "layer": "layer.9.self_attn.q_proj", "ppl": 5.295337200164795 }, { "layer": "layer.9.self_attn.k_proj", "ppl": 5.295529365539551 }, { "layer": "layer.9.self_attn.v_proj", "ppl": 5.2952985763549805 }, { "layer": "layer.9.self_attn.o_proj", "ppl": 5.295706272125244 }, { "layer": "layer.9.mlp.gate_proj", "ppl": 5.2953033447265625 }, { "layer": "layer.9.mlp.up_proj", "ppl": 5.295392990112305 }, { "layer": "layer.9.mlp.down_proj", "ppl": 5.295225143432617 }, { "layer": "layer.10.self_attn.q_proj", "ppl": 5.295716762542725 }, { "layer": "layer.10.self_attn.k_proj", "ppl": 5.295542240142822 }, { "layer": "layer.10.self_attn.v_proj", "ppl": 5.29537296295166 }, { "layer": "layer.10.self_attn.o_proj", "ppl": 5.295310020446777 }, { "layer": "layer.10.mlp.gate_proj", "ppl": 5.295267105102539 }, { "layer": "layer.10.mlp.up_proj", "ppl": 5.295534133911133 }, { "layer": "layer.10.mlp.down_proj", "ppl": 5.295569896697998 }, { "layer": "layer.11.self_attn.q_proj", "ppl": 5.2956366539001465 }, { "layer": "layer.11.self_attn.k_proj", "ppl": 5.29555082321167 }, { "layer": "layer.11.self_attn.v_proj", "ppl": 5.295470237731934 }, { "layer": "layer.11.self_attn.o_proj", "ppl": 5.295380115509033 }, { "layer": "layer.11.mlp.gate_proj", "ppl": 5.295492172241211 }, { "layer": "layer.11.mlp.up_proj", "ppl": 5.295312404632568 }, { "layer": "layer.11.mlp.down_proj", "ppl": 5.295429706573486 }, { "layer": "layer.12.self_attn.q_proj", "ppl": 5.295425891876221 }, { "layer": "layer.12.self_attn.k_proj", "ppl": 5.295444965362549 }, { "layer": "layer.12.self_attn.v_proj", "ppl": 5.295655727386475 }, { "layer": "layer.12.self_attn.o_proj", "ppl": 5.295495510101318 }, { "layer": "layer.12.mlp.gate_proj", "ppl": 5.2953009605407715 }, { "layer": "layer.12.mlp.up_proj", "ppl": 5.2954864501953125 }, { "layer": "layer.12.mlp.down_proj", "ppl": 5.295573711395264 }, { "layer": "layer.13.self_attn.q_proj", "ppl": 5.295635223388672 }, { "layer": "layer.13.self_attn.k_proj", "ppl": 5.2957258224487305 }, { "layer": "layer.13.self_attn.v_proj", "ppl": 5.295615196228027 }, { "layer": "layer.13.self_attn.o_proj", "ppl": 5.295540809631348 }, { "layer": "layer.13.mlp.gate_proj", "ppl": 5.295169830322266 }, { "layer": "layer.13.mlp.up_proj", "ppl": 5.295140266418457 }, { "layer": "layer.13.mlp.down_proj", "ppl": 5.295546531677246 }, { "layer": "layer.14.self_attn.q_proj", "ppl": 5.29562520980835 }, { "layer": "layer.14.self_attn.k_proj", "ppl": 5.295358657836914 }, { "layer": "layer.14.self_attn.v_proj", "ppl": 5.295559883117676 }, { "layer": "layer.14.self_attn.o_proj", "ppl": 5.295509338378906 }, { "layer": "layer.14.mlp.gate_proj", "ppl": 5.295224189758301 }, { "layer": "layer.14.mlp.up_proj", "ppl": 5.295676231384277 }, { "layer": "layer.14.mlp.down_proj", "ppl": 5.295098781585693 }, { "layer": "layer.15.self_attn.q_proj", "ppl": 5.295655727386475 }, { "layer": "layer.15.self_attn.k_proj", "ppl": 5.295774936676025 }, { "layer": "layer.15.self_attn.v_proj", "ppl": 5.295404434204102 }, { "layer": "layer.15.self_attn.o_proj", "ppl": 5.295566082000732 }, { "layer": "layer.15.mlp.gate_proj", "ppl": 5.295064449310303 }, { "layer": "layer.15.mlp.up_proj", "ppl": 5.295673847198486 }, { "layer": "layer.15.mlp.down_proj", "ppl": 5.295337200164795 }, { "layer": "layer.16.self_attn.q_proj", "ppl": 5.295417308807373 }, { "layer": "layer.16.self_attn.k_proj", "ppl": 5.2956366539001465 }, { "layer": "layer.16.self_attn.v_proj", "ppl": 5.295705318450928 }, { "layer": "layer.16.self_attn.o_proj", "ppl": 5.29555082321167 }, { "layer": "layer.16.mlp.gate_proj", "ppl": 5.295119285583496 }, { "layer": "layer.16.mlp.up_proj", "ppl": 5.295828819274902 }, { "layer": "layer.16.mlp.down_proj", "ppl": 5.295962810516357 }, { "layer": "layer.17.self_attn.q_proj", "ppl": 5.295551300048828 }, { "layer": "layer.17.self_attn.k_proj", "ppl": 5.295677185058594 }, { "layer": "layer.17.self_attn.v_proj", "ppl": 5.2956109046936035 }, { "layer": "layer.17.self_attn.o_proj", "ppl": 5.295575141906738 }, { "layer": "layer.17.mlp.gate_proj", "ppl": 5.295279026031494 }, { "layer": "layer.17.mlp.up_proj", "ppl": 5.296010494232178 }, { "layer": "layer.17.mlp.down_proj", "ppl": 5.2961506843566895 }, { "layer": "layer.18.self_attn.q_proj", "ppl": 5.295247554779053 }, { "layer": "layer.18.self_attn.k_proj", "ppl": 5.29568338394165 }, { "layer": "layer.18.self_attn.v_proj", "ppl": 5.295583724975586 }, { "layer": "layer.18.self_attn.o_proj", "ppl": 5.2953691482543945 }, { "layer": "layer.18.mlp.gate_proj", "ppl": 5.295522689819336 }, { "layer": "layer.18.mlp.up_proj", "ppl": 5.295810699462891 }, { "layer": "layer.18.mlp.down_proj", "ppl": 5.295593738555908 }, { "layer": "layer.19.self_attn.q_proj", "ppl": 5.2954559326171875 }, { "layer": "layer.19.self_attn.k_proj", "ppl": 5.295592308044434 }, { "layer": "layer.19.self_attn.v_proj", "ppl": 5.29539155960083 }, { "layer": "layer.19.self_attn.o_proj", "ppl": 5.295356750488281 }, { "layer": "layer.19.mlp.gate_proj", "ppl": 5.295572757720947 }, { "layer": "layer.19.mlp.up_proj", "ppl": 5.295116424560547 }, { "layer": "layer.19.mlp.down_proj", "ppl": 5.295287132263184 }, { "layer": "layer.20.self_attn.q_proj", "ppl": 5.295377254486084 }, { "layer": "layer.20.self_attn.k_proj", "ppl": 5.295376777648926 }, { "layer": "layer.20.self_attn.v_proj", "ppl": 5.295543670654297 }, { "layer": "layer.20.self_attn.o_proj", "ppl": 5.295458793640137 }, { "layer": "layer.20.mlp.gate_proj", "ppl": 5.295655727386475 }, { "layer": "layer.20.mlp.up_proj", "ppl": 5.295480251312256 }, { "layer": "layer.20.mlp.down_proj", "ppl": 5.294947624206543 }, { "layer": "layer.21.self_attn.q_proj", "ppl": 5.2953996658325195 }, { "layer": "layer.21.self_attn.k_proj", "ppl": 5.295352935791016 }, { "layer": "layer.21.self_attn.v_proj", "ppl": 5.295490264892578 }, { "layer": "layer.21.self_attn.o_proj", "ppl": 5.295175075531006 }, { "layer": "layer.21.mlp.gate_proj", "ppl": 5.2953009605407715 }, { "layer": "layer.21.mlp.up_proj", "ppl": 5.295045852661133 }, { "layer": "layer.21.mlp.down_proj", "ppl": 5.295800685882568 }, { "layer": "layer.22.self_attn.q_proj", "ppl": 5.295330047607422 }, { "layer": "layer.22.self_attn.k_proj", "ppl": 5.295506954193115 }, { "layer": "layer.22.self_attn.v_proj", "ppl": 5.2952561378479 }, { "layer": "layer.22.self_attn.o_proj", "ppl": 5.295587062835693 }, { "layer": "layer.22.mlp.gate_proj", "ppl": 5.295495986938477 }, { "layer": "layer.22.mlp.up_proj", "ppl": 5.2954511642456055 }, { "layer": "layer.22.mlp.down_proj", "ppl": 5.295131683349609 }, { "layer": "layer.23.self_attn.q_proj", "ppl": 5.2956037521362305 }, { "layer": "layer.23.self_attn.k_proj", "ppl": 5.295618534088135 }, { "layer": "layer.23.self_attn.v_proj", "ppl": 5.295693874359131 }, { "layer": "layer.23.self_attn.o_proj", "ppl": 5.295321464538574 }, { "layer": "layer.23.mlp.gate_proj", "ppl": 5.295505523681641 }, { "layer": "layer.23.mlp.up_proj", "ppl": 5.295738220214844 }, { "layer": "layer.23.mlp.down_proj", "ppl": 5.295629501342773 }, { "layer": "layer.24.self_attn.q_proj", "ppl": 5.295755386352539 }, { "layer": "layer.24.self_attn.k_proj", "ppl": 5.295559883117676 }, { "layer": "layer.24.self_attn.v_proj", "ppl": 5.295712471008301 }, { "layer": "layer.24.self_attn.o_proj", "ppl": 5.295584201812744 }, { "layer": "layer.24.mlp.gate_proj", "ppl": 5.295474052429199 }, { "layer": "layer.24.mlp.up_proj", "ppl": 5.295653343200684 }, { "layer": "layer.24.mlp.down_proj", "ppl": 5.295431137084961 }, { "layer": "layer.25.self_attn.q_proj", "ppl": 5.295516490936279 }, { "layer": "layer.25.self_attn.k_proj", "ppl": 5.295408248901367 }, { "layer": "layer.25.self_attn.v_proj", "ppl": 5.295577049255371 }, { "layer": "layer.25.self_attn.o_proj", "ppl": 5.295311450958252 }, { "layer": "layer.25.mlp.gate_proj", "ppl": 5.295107841491699 }, { "layer": "layer.25.mlp.up_proj", "ppl": 5.295304775238037 }, { "layer": "layer.25.mlp.down_proj", "ppl": 5.295202732086182 }, { "layer": "layer.26.self_attn.q_proj", "ppl": 5.295674800872803 }, { "layer": "layer.26.self_attn.k_proj", "ppl": 5.295310020446777 }, { "layer": "layer.26.self_attn.v_proj", "ppl": 5.295599937438965 }, { "layer": "layer.26.self_attn.o_proj", "ppl": 5.2956647872924805 }, { "layer": "layer.26.mlp.gate_proj", "ppl": 5.295597076416016 }, { "layer": "layer.26.mlp.up_proj", "ppl": 5.295202732086182 }, { "layer": "layer.26.mlp.down_proj", "ppl": 5.295324802398682 }, { "layer": "layer.27.self_attn.q_proj", "ppl": 5.295389652252197 }, { "layer": "layer.27.self_attn.k_proj", "ppl": 5.295457363128662 }, { "layer": "layer.27.self_attn.v_proj", "ppl": 5.295428276062012 }, { "layer": "layer.27.self_attn.o_proj", "ppl": 5.295369625091553 }, { "layer": "layer.27.mlp.gate_proj", "ppl": 5.29530143737793 }, { "layer": "layer.27.mlp.up_proj", "ppl": 5.295067310333252 }, { "layer": "layer.27.mlp.down_proj", "ppl": 5.295560836791992 }, { "layer": "layer.28.self_attn.q_proj", "ppl": 5.295543670654297 }, { "layer": "layer.28.self_attn.k_proj", "ppl": 5.295575141906738 }, { "layer": "layer.28.self_attn.v_proj", "ppl": 5.296110153198242 }, { "layer": "layer.28.self_attn.o_proj", "ppl": 5.295698165893555 }, { "layer": "layer.28.mlp.gate_proj", "ppl": 5.295731544494629 }, { "layer": "layer.28.mlp.up_proj", "ppl": 5.295093059539795 }, { "layer": "layer.28.mlp.down_proj", "ppl": 5.29563045501709 }, { "layer": "layer.29.self_attn.q_proj", "ppl": 5.295496940612793 }, { "layer": "layer.29.self_attn.k_proj", "ppl": 5.295565128326416 }, { "layer": "layer.29.self_attn.v_proj", "ppl": 5.295340061187744 }, { "layer": "layer.29.self_attn.o_proj", "ppl": 5.295529365539551 }, { "layer": "layer.29.mlp.gate_proj", "ppl": 5.295529365539551 }, { "layer": "layer.29.mlp.up_proj", "ppl": 5.295395851135254 }, { "layer": "layer.29.mlp.down_proj", "ppl": 5.295453071594238 }, { "layer": "layer.30.self_attn.q_proj", "ppl": 5.295511722564697 }, { "layer": "layer.30.self_attn.k_proj", "ppl": 5.2954912185668945 }, { "layer": "layer.30.self_attn.v_proj", "ppl": 5.295475482940674 }, { "layer": "layer.30.self_attn.o_proj", "ppl": 5.295431137084961 }, { "layer": "layer.30.mlp.gate_proj", "ppl": 5.295352935791016 }, { "layer": "layer.30.mlp.up_proj", "ppl": 5.295433521270752 }, { "layer": "layer.30.mlp.down_proj", "ppl": 5.295495510101318 }, { "layer": "layer.31.self_attn.q_proj", "ppl": 5.295429706573486 }, { "layer": "layer.31.self_attn.k_proj", "ppl": 5.295479774475098 }, { "layer": "layer.31.self_attn.v_proj", "ppl": 5.295417308807373 }, { "layer": "layer.31.self_attn.o_proj", "ppl": 5.295201301574707 }, { "layer": "layer.31.mlp.gate_proj", "ppl": 5.295200347900391 }, { "layer": "layer.31.mlp.up_proj", "ppl": 5.295203685760498 }, { "layer": "layer.31.mlp.down_proj", "ppl": 5.295284271240234 }, { "layer": "layer.32.self_attn.q_proj", "ppl": 5.295640468597412 }, { "layer": "layer.32.self_attn.k_proj", "ppl": 5.295285701751709 }, { "layer": "layer.32.self_attn.v_proj", "ppl": 5.295566558837891 }, { "layer": "layer.32.self_attn.o_proj", "ppl": 5.295622825622559 }, { "layer": "layer.32.mlp.gate_proj", "ppl": 5.295340061187744 }, { "layer": "layer.32.mlp.up_proj", "ppl": 5.295565128326416 }, { "layer": "layer.32.mlp.down_proj", "ppl": 5.295979022979736 }, { "layer": "layer.33.self_attn.q_proj", "ppl": 5.295587539672852 }, { "layer": "layer.33.self_attn.k_proj", "ppl": 5.295701026916504 }, { "layer": "layer.33.self_attn.v_proj", "ppl": 5.2955498695373535 }, { "layer": "layer.33.self_attn.o_proj", "ppl": 5.295799732208252 }, { "layer": "layer.33.mlp.gate_proj", "ppl": 5.294622898101807 }, { "layer": "layer.33.mlp.up_proj", "ppl": 5.29521369934082 }, { "layer": "layer.33.mlp.down_proj", "ppl": 5.294857978820801 }, { "layer": "layer.34.self_attn.q_proj", "ppl": 5.29547119140625 }, { "layer": "layer.34.self_attn.k_proj", "ppl": 5.295511722564697 }, { "layer": "layer.34.self_attn.v_proj", "ppl": 5.294966220855713 }, { "layer": "layer.34.self_attn.o_proj", "ppl": 5.295926094055176 }, { "layer": "layer.34.mlp.gate_proj", "ppl": 5.295494079589844 }, { "layer": "layer.34.mlp.up_proj", "ppl": 5.295380115509033 }, { "layer": "layer.34.mlp.down_proj", "ppl": 5.295097827911377 }, { "layer": "layer.35.self_attn.q_proj", "ppl": 5.295540809631348 }, { "layer": "layer.35.self_attn.k_proj", "ppl": 5.295547008514404 }, { "layer": "layer.35.self_attn.v_proj", "ppl": 5.295860290527344 }, { "layer": "layer.35.self_attn.o_proj", "ppl": 5.295437335968018 }, { "layer": "layer.35.mlp.gate_proj", "ppl": 5.294682502746582 }, { "layer": "layer.35.mlp.up_proj", "ppl": 5.294973850250244 }, { "layer": "layer.35.mlp.down_proj", "ppl": 5.295310974121094 }, { "layer": "layer.36.self_attn.q_proj", "ppl": 5.295438289642334 }, { "layer": "layer.36.self_attn.k_proj", "ppl": 5.295395851135254 }, { "layer": "layer.36.self_attn.v_proj", "ppl": 5.295588493347168 }, { "layer": "layer.36.self_attn.o_proj", "ppl": 5.295743942260742 }, { "layer": "layer.36.mlp.gate_proj", "ppl": 5.295509338378906 }, { "layer": "layer.36.mlp.up_proj", "ppl": 5.295411586761475 }, { "layer": "layer.36.mlp.down_proj", "ppl": 5.295530796051025 }, { "layer": "layer.37.self_attn.q_proj", "ppl": 5.295478820800781 }, { "layer": "layer.37.self_attn.k_proj", "ppl": 5.295517921447754 }, { "layer": "layer.37.self_attn.v_proj", "ppl": 5.295458793640137 }, { "layer": "layer.37.self_attn.o_proj", "ppl": 5.2959113121032715 }, { "layer": "layer.37.mlp.gate_proj", "ppl": 5.295132160186768 }, { "layer": "layer.37.mlp.up_proj", "ppl": 5.295598983764648 }, { "layer": "layer.37.mlp.down_proj", "ppl": 5.295227527618408 }, { "layer": "layer.38.self_attn.q_proj", "ppl": 5.295433521270752 }, { "layer": "layer.38.self_attn.k_proj", "ppl": 5.295445919036865 }, { "layer": "layer.38.self_attn.v_proj", "ppl": 5.295716762542725 }, { "layer": "layer.38.self_attn.o_proj", "ppl": 5.2949910163879395 }, { "layer": "layer.38.mlp.gate_proj", "ppl": 5.295505523681641 }, { "layer": "layer.38.mlp.up_proj", "ppl": 5.294852256774902 }, { "layer": "layer.38.mlp.down_proj", "ppl": 5.295330047607422 }, { "layer": "layer.39.self_attn.q_proj", "ppl": 5.295365333557129 }, { "layer": "layer.39.self_attn.k_proj", "ppl": 5.29514741897583 }, { "layer": "layer.39.self_attn.v_proj", "ppl": 5.295337200164795 }, { "layer": "layer.39.self_attn.o_proj", "ppl": 5.295790672302246 }, { "layer": "layer.39.mlp.gate_proj", "ppl": 5.295322895050049 }, { "layer": "layer.39.mlp.up_proj", "ppl": 5.295230865478516 }, { "layer": "layer.39.mlp.down_proj", "ppl": 5.2953643798828125 }, { "layer": "layer.40.self_attn.q_proj", "ppl": 5.295582294464111 }, { "layer": "layer.40.self_attn.k_proj", "ppl": 5.29552698135376 }, { "layer": "layer.40.self_attn.v_proj", "ppl": 5.295672416687012 }, { "layer": "layer.40.self_attn.o_proj", "ppl": 5.295443058013916 }, { "layer": "layer.40.mlp.gate_proj", "ppl": 5.295311450958252 }, { "layer": "layer.40.mlp.up_proj", "ppl": 5.2953901290893555 }, { "layer": "layer.40.mlp.down_proj", "ppl": 5.295891761779785 }, { "layer": "layer.41.self_attn.q_proj", "ppl": 5.295466423034668 }, { "layer": "layer.41.self_attn.k_proj", "ppl": 5.295567989349365 }, { "layer": "layer.41.self_attn.v_proj", "ppl": 5.29547643661499 }, { "layer": "layer.41.self_attn.o_proj", "ppl": 5.295747756958008 }, { "layer": "layer.41.mlp.gate_proj", "ppl": 5.294913291931152 }, { "layer": "layer.41.mlp.up_proj", "ppl": 5.295442581176758 }, { "layer": "layer.41.mlp.down_proj", "ppl": 5.295510768890381 }, { "layer": "layer.42.self_attn.q_proj", "ppl": 5.295015335083008 }, { "layer": "layer.42.self_attn.k_proj", "ppl": 5.295794486999512 }, { "layer": "layer.42.self_attn.v_proj", "ppl": 5.295378684997559 }, { "layer": "layer.42.self_attn.o_proj", "ppl": 5.295238971710205 }, { "layer": "layer.42.mlp.gate_proj", "ppl": 5.294998645782471 }, { "layer": "layer.42.mlp.up_proj", "ppl": 5.29495096206665 }, { "layer": "layer.42.mlp.down_proj", "ppl": 5.295226097106934 }, { "layer": "layer.43.self_attn.q_proj", "ppl": 5.295997619628906 }, { "layer": "layer.43.self_attn.k_proj", "ppl": 5.295742511749268 }, { "layer": "layer.43.self_attn.v_proj", "ppl": 5.295530796051025 }, { "layer": "layer.43.self_attn.o_proj", "ppl": 5.29615592956543 }, { "layer": "layer.43.mlp.gate_proj", "ppl": 5.294657230377197 }, { "layer": "layer.43.mlp.up_proj", "ppl": 5.295067310333252 }, { "layer": "layer.43.mlp.down_proj", "ppl": 5.295358657836914 }, { "layer": "layer.44.self_attn.q_proj", "ppl": 5.295658111572266 }, { "layer": "layer.44.self_attn.k_proj", "ppl": 5.295271873474121 }, { "layer": "layer.44.self_attn.v_proj", "ppl": 5.295643329620361 }, { "layer": "layer.44.self_attn.o_proj", "ppl": 5.295170307159424 }, { "layer": "layer.44.mlp.gate_proj", "ppl": 5.295285701751709 }, { "layer": "layer.44.mlp.up_proj", "ppl": 5.295023441314697 }, { "layer": "layer.44.mlp.down_proj", "ppl": 5.295235633850098 }, { "layer": "layer.45.self_attn.q_proj", "ppl": 5.295703887939453 }, { "layer": "layer.45.self_attn.k_proj", "ppl": 5.295385360717773 }, { "layer": "layer.45.self_attn.v_proj", "ppl": 5.295639991760254 }, { "layer": "layer.45.self_attn.o_proj", "ppl": 5.295538425445557 }, { "layer": "layer.45.mlp.gate_proj", "ppl": 5.295288562774658 }, { "layer": "layer.45.mlp.up_proj", "ppl": 5.295197486877441 }, { "layer": "layer.45.mlp.down_proj", "ppl": 5.29573392868042 }, { "layer": "layer.46.self_attn.q_proj", "ppl": 5.295466423034668 }, { "layer": "layer.46.self_attn.k_proj", "ppl": 5.29560661315918 }, { "layer": "layer.46.self_attn.v_proj", "ppl": 5.295654296875 }, { "layer": "layer.46.self_attn.o_proj", "ppl": 5.295554161071777 }, { "layer": "layer.46.mlp.gate_proj", "ppl": 5.295597076416016 }, { "layer": "layer.46.mlp.up_proj", "ppl": 5.294642925262451 }, { "layer": "layer.46.mlp.down_proj", "ppl": 5.294682502746582 }, { "layer": "layer.47.self_attn.q_proj", "ppl": 5.295203685760498 }, { "layer": "layer.47.self_attn.k_proj", "ppl": 5.295312404632568 }, { "layer": "layer.47.self_attn.v_proj", "ppl": 5.2953362464904785 }, { "layer": "layer.47.self_attn.o_proj", "ppl": 5.295437335968018 }, { "layer": "layer.47.mlp.gate_proj", "ppl": 5.2956366539001465 }, { "layer": "layer.47.mlp.up_proj", "ppl": 5.295726299285889 }, { "layer": "layer.47.mlp.down_proj", "ppl": 5.294955253601074 }, { "layer": "layer.48.self_attn.q_proj", "ppl": 5.295357704162598 }, { "layer": "layer.48.self_attn.k_proj", "ppl": 5.295511722564697 }, { "layer": "layer.48.self_attn.v_proj", "ppl": 5.295323848724365 }, { "layer": "layer.48.self_attn.o_proj", "ppl": 5.295454978942871 }, { "layer": "layer.48.mlp.gate_proj", "ppl": 5.2955002784729 }, { "layer": "layer.48.mlp.up_proj", "ppl": 5.295454025268555 }, { "layer": "layer.48.mlp.down_proj", "ppl": 5.295650959014893 }, { "layer": "layer.49.self_attn.q_proj", "ppl": 5.29548978805542 }, { "layer": "layer.49.self_attn.k_proj", "ppl": 5.295506954193115 }, { "layer": "layer.49.self_attn.v_proj", "ppl": 5.295351505279541 }, { "layer": "layer.49.self_attn.o_proj", "ppl": 5.295421123504639 }, { "layer": "layer.49.mlp.gate_proj", "ppl": 5.294747352600098 }, { "layer": "layer.49.mlp.up_proj", "ppl": 5.2952189445495605 }, { "layer": "layer.49.mlp.down_proj", "ppl": 5.295044898986816 }, { "layer": "layer.50.self_attn.q_proj", "ppl": 5.295517921447754 }, { "layer": "layer.50.self_attn.k_proj", "ppl": 5.295422554016113 }, { "layer": "layer.50.self_attn.v_proj", "ppl": 5.295141220092773 }, { "layer": "layer.50.self_attn.o_proj", "ppl": 5.295307159423828 }, { "layer": "layer.50.mlp.gate_proj", "ppl": 5.294612884521484 }, { "layer": "layer.50.mlp.up_proj", "ppl": 5.295263290405273 }, { "layer": "layer.50.mlp.down_proj", "ppl": 5.295499801635742 }, { "layer": "layer.51.self_attn.q_proj", "ppl": 5.295462608337402 }, { "layer": "layer.51.self_attn.k_proj", "ppl": 5.295208930969238 }, { "layer": "layer.51.self_attn.v_proj", "ppl": 5.295220375061035 }, { "layer": "layer.51.self_attn.o_proj", "ppl": 5.295119285583496 }, { "layer": "layer.51.mlp.gate_proj", "ppl": 5.2942376136779785 }, { "layer": "layer.51.mlp.up_proj", "ppl": 5.295434474945068 }, { "layer": "layer.51.mlp.down_proj", "ppl": 5.295612812042236 }, { "layer": "layer.52.self_attn.q_proj", "ppl": 5.295431613922119 }, { "layer": "layer.52.self_attn.k_proj", "ppl": 5.295599937438965 }, { "layer": "layer.52.self_attn.v_proj", "ppl": 5.295217514038086 }, { "layer": "layer.52.self_attn.o_proj", "ppl": 5.295505523681641 }, { "layer": "layer.52.mlp.gate_proj", "ppl": 5.294884204864502 }, { "layer": "layer.52.mlp.up_proj", "ppl": 5.294382095336914 }, { "layer": "layer.52.mlp.down_proj", "ppl": 5.2947516441345215 }, { "layer": "layer.53.self_attn.q_proj", "ppl": 5.29524040222168 }, { "layer": "layer.53.self_attn.k_proj", "ppl": 5.295512676239014 }, { "layer": "layer.53.self_attn.v_proj", "ppl": 5.295312404632568 }, { "layer": "layer.53.self_attn.o_proj", "ppl": 5.295295238494873 }, { "layer": "layer.53.mlp.gate_proj", "ppl": 5.294631481170654 }, { "layer": "layer.53.mlp.up_proj", "ppl": 5.295281410217285 }, { "layer": "layer.53.mlp.down_proj", "ppl": 5.295203685760498 }, { "layer": "layer.54.self_attn.q_proj", "ppl": 5.295487880706787 }, { "layer": "layer.54.self_attn.k_proj", "ppl": 5.295542240142822 }, { "layer": "layer.54.self_attn.v_proj", "ppl": 5.295683860778809 }, { "layer": "layer.54.self_attn.o_proj", "ppl": 5.295774459838867 }, { "layer": "layer.54.mlp.gate_proj", "ppl": 5.294879913330078 }, { "layer": "layer.54.mlp.up_proj", "ppl": 5.29495906829834 }, { "layer": "layer.54.mlp.down_proj", "ppl": 5.294652462005615 }, { "layer": "layer.55.self_attn.q_proj", "ppl": 5.29542875289917 }, { "layer": "layer.55.self_attn.k_proj", "ppl": 5.2953338623046875 }, { "layer": "layer.55.self_attn.v_proj", "ppl": 5.295241832733154 }, { "layer": "layer.55.self_attn.o_proj", "ppl": 5.2955522537231445 }, { "layer": "layer.55.mlp.gate_proj", "ppl": 5.294251918792725 }, { "layer": "layer.55.mlp.up_proj", "ppl": 5.29525899887085 }, { "layer": "layer.55.mlp.down_proj", "ppl": 5.294922351837158 }, { "layer": "layer.56.self_attn.q_proj", "ppl": 5.295440196990967 }, { "layer": "layer.56.self_attn.k_proj", "ppl": 5.2954230308532715 }, { "layer": "layer.56.self_attn.v_proj", "ppl": 5.294987678527832 }, { "layer": "layer.56.self_attn.o_proj", "ppl": 5.295521259307861 }, { "layer": "layer.56.mlp.gate_proj", "ppl": 5.294196605682373 }, { "layer": "layer.56.mlp.up_proj", "ppl": 5.295549392700195 }, { "layer": "layer.56.mlp.down_proj", "ppl": 5.294697284698486 }, { "layer": "layer.57.self_attn.q_proj", "ppl": 5.295575141906738 }, { "layer": "layer.57.self_attn.k_proj", "ppl": 5.2953996658325195 }, { "layer": "layer.57.self_attn.v_proj", "ppl": 5.29545259475708 }, { "layer": "layer.57.self_attn.o_proj", "ppl": 5.295724868774414 }, { "layer": "layer.57.mlp.gate_proj", "ppl": 5.294730186462402 }, { "layer": "layer.57.mlp.up_proj", "ppl": 5.295003414154053 }, { "layer": "layer.57.mlp.down_proj", "ppl": 5.294919013977051 }, { "layer": "layer.58.self_attn.q_proj", "ppl": 5.295571327209473 }, { "layer": "layer.58.self_attn.k_proj", "ppl": 5.295502185821533 }, { "layer": "layer.58.self_attn.v_proj", "ppl": 5.295502662658691 }, { "layer": "layer.58.self_attn.o_proj", "ppl": 5.295635223388672 }, { "layer": "layer.58.mlp.gate_proj", "ppl": 5.294862747192383 }, { "layer": "layer.58.mlp.up_proj", "ppl": 5.294986724853516 }, { "layer": "layer.58.mlp.down_proj", "ppl": 5.294707298278809 }, { "layer": "layer.59.self_attn.q_proj", "ppl": 5.295365810394287 }, { "layer": "layer.59.self_attn.k_proj", "ppl": 5.295424461364746 }, { "layer": "layer.59.self_attn.v_proj", "ppl": 5.295241832733154 }, { "layer": "layer.59.self_attn.o_proj", "ppl": 5.2952561378479 }, { "layer": "layer.59.mlp.gate_proj", "ppl": 5.2945990562438965 }, { "layer": "layer.59.mlp.up_proj", "ppl": 5.295093059539795 }, { "layer": "layer.59.mlp.down_proj", "ppl": 5.294778347015381 }, { "layer": "layer.60.self_attn.q_proj", "ppl": 5.295401096343994 }, { "layer": "layer.60.self_attn.k_proj", "ppl": 5.295483589172363 }, { "layer": "layer.60.self_attn.v_proj", "ppl": 5.295162200927734 }, { "layer": "layer.60.self_attn.o_proj", "ppl": 5.295363426208496 }, { "layer": "layer.60.mlp.gate_proj", "ppl": 5.2947211265563965 }, { "layer": "layer.60.mlp.up_proj", "ppl": 5.295725345611572 }, { "layer": "layer.60.mlp.down_proj", "ppl": 5.294773101806641 }, { "layer": "layer.61.self_attn.q_proj", "ppl": 5.295665740966797 }, { "layer": "layer.61.self_attn.k_proj", "ppl": 5.295641899108887 }, { "layer": "layer.61.self_attn.v_proj", "ppl": 5.295163154602051 }, { "layer": "layer.61.self_attn.o_proj", "ppl": 5.295663356781006 }, { "layer": "layer.61.mlp.gate_proj", "ppl": 5.294500350952148 }, { "layer": "layer.61.mlp.up_proj", "ppl": 5.295071125030518 }, { "layer": "layer.61.mlp.down_proj", "ppl": 5.295080661773682 }, { "layer": "layer.62.self_attn.q_proj", "ppl": 5.29545259475708 }, { "layer": "layer.62.self_attn.k_proj", "ppl": 5.295624256134033 }, { "layer": "layer.62.self_attn.v_proj", "ppl": 5.295929908752441 }, { "layer": "layer.62.self_attn.o_proj", "ppl": 5.2958807945251465 }, { "layer": "layer.62.mlp.gate_proj", "ppl": 5.294058799743652 }, { "layer": "layer.62.mlp.up_proj", "ppl": 5.2940354347229 }, { "layer": "layer.62.mlp.down_proj", "ppl": 5.29518985748291 }, { "layer": "layer.63.self_attn.q_proj", "ppl": 5.295321464538574 }, { "layer": "layer.63.self_attn.k_proj", "ppl": 5.295411586761475 }, { "layer": "layer.63.self_attn.v_proj", "ppl": 5.295587062835693 }, { "layer": "layer.63.self_attn.o_proj", "ppl": 5.295718193054199 }, { "layer": "layer.63.mlp.gate_proj", "ppl": 5.2930731773376465 }, { "layer": "layer.63.mlp.up_proj", "ppl": 5.2920660972595215 }, { "layer": "layer.63.mlp.down_proj", "ppl": 5.292568683624268 } ] }, { "bit": 8, "ppls": [ { "layer": "layer.0.self_attn.q_proj", "ppl": 5.239569187164307 }, { "layer": "layer.0.self_attn.k_proj", "ppl": 5.239391803741455 }, { "layer": "layer.0.self_attn.v_proj", "ppl": 5.239487171173096 }, { "layer": "layer.0.self_attn.o_proj", "ppl": 5.2400336265563965 }, { "layer": "layer.0.mlp.gate_proj", "ppl": 5.239567279815674 }, { "layer": "layer.0.mlp.up_proj", "ppl": 5.239440441131592 }, { "layer": "layer.0.mlp.down_proj", "ppl": 5.2394843101501465 }, { "layer": "layer.1.self_attn.q_proj", "ppl": 5.239720344543457 }, { "layer": "layer.1.self_attn.k_proj", "ppl": 5.239686489105225 }, { "layer": "layer.1.self_attn.v_proj", "ppl": 5.239704608917236 }, { "layer": "layer.1.self_attn.o_proj", "ppl": 5.239675521850586 }, { "layer": "layer.1.mlp.gate_proj", "ppl": 5.239558219909668 }, { "layer": "layer.1.mlp.up_proj", "ppl": 5.239823818206787 }, { "layer": "layer.1.mlp.down_proj", "ppl": 5.239830493927002 }, { "layer": "layer.2.self_attn.q_proj", "ppl": 5.239785194396973 }, { "layer": "layer.2.self_attn.k_proj", "ppl": 5.239726543426514 }, { "layer": "layer.2.self_attn.v_proj", "ppl": 5.239604473114014 }, { "layer": "layer.2.self_attn.o_proj", "ppl": 5.239652633666992 }, { "layer": "layer.2.mlp.gate_proj", "ppl": 5.239441394805908 }, { "layer": "layer.2.mlp.up_proj", "ppl": 5.239637851715088 }, { "layer": "layer.2.mlp.down_proj", "ppl": 5.239656925201416 }, { "layer": "layer.3.self_attn.q_proj", "ppl": 5.239694118499756 }, { "layer": "layer.3.self_attn.k_proj", "ppl": 5.239620685577393 }, { "layer": "layer.3.self_attn.v_proj", "ppl": 5.23951530456543 }, { "layer": "layer.3.self_attn.o_proj", "ppl": 5.23979377746582 }, { "layer": "layer.3.mlp.gate_proj", "ppl": 5.239541053771973 }, { "layer": "layer.3.mlp.up_proj", "ppl": 5.239651679992676 }, { "layer": "layer.3.mlp.down_proj", "ppl": 5.239497661590576 }, { "layer": "layer.4.self_attn.q_proj", "ppl": 5.239640235900879 }, { "layer": "layer.4.self_attn.k_proj", "ppl": 5.239763259887695 }, { "layer": "layer.4.self_attn.v_proj", "ppl": 5.239621639251709 }, { "layer": "layer.4.self_attn.o_proj", "ppl": 5.23964262008667 }, { "layer": "layer.4.mlp.gate_proj", "ppl": 5.239734649658203 }, { "layer": "layer.4.mlp.up_proj", "ppl": 5.239748954772949 }, { "layer": "layer.4.mlp.down_proj", "ppl": 5.239779472351074 }, { "layer": "layer.5.self_attn.q_proj", "ppl": 5.239783763885498 }, { "layer": "layer.5.self_attn.k_proj", "ppl": 5.239706039428711 }, { "layer": "layer.5.self_attn.v_proj", "ppl": 5.239794731140137 }, { "layer": "layer.5.self_attn.o_proj", "ppl": 5.239791393280029 }, { "layer": "layer.5.mlp.gate_proj", "ppl": 5.23966121673584 }, { "layer": "layer.5.mlp.up_proj", "ppl": 5.239482879638672 }, { "layer": "layer.5.mlp.down_proj", "ppl": 5.239276885986328 }, { "layer": "layer.6.self_attn.q_proj", "ppl": 5.239817142486572 }, { "layer": "layer.6.self_attn.k_proj", "ppl": 5.239819049835205 }, { "layer": "layer.6.self_attn.v_proj", "ppl": 5.239788055419922 }, { "layer": "layer.6.self_attn.o_proj", "ppl": 5.239611625671387 }, { "layer": "layer.6.mlp.gate_proj", "ppl": 5.239424228668213 }, { "layer": "layer.6.mlp.up_proj", "ppl": 5.239747047424316 }, { "layer": "layer.6.mlp.down_proj", "ppl": 5.239419460296631 }, { "layer": "layer.7.self_attn.q_proj", "ppl": 5.239781379699707 }, { "layer": "layer.7.self_attn.k_proj", "ppl": 5.239801406860352 }, { "layer": "layer.7.self_attn.v_proj", "ppl": 5.239596366882324 }, { "layer": "layer.7.self_attn.o_proj", "ppl": 5.2397027015686035 }, { "layer": "layer.7.mlp.gate_proj", "ppl": 5.239840030670166 }, { "layer": "layer.7.mlp.up_proj", "ppl": 5.239682674407959 }, { "layer": "layer.7.mlp.down_proj", "ppl": 5.239675521850586 }, { "layer": "layer.8.self_attn.q_proj", "ppl": 5.239577770233154 }, { "layer": "layer.8.self_attn.k_proj", "ppl": 5.239658355712891 }, { "layer": "layer.8.self_attn.v_proj", "ppl": 5.239851951599121 }, { "layer": "layer.8.self_attn.o_proj", "ppl": 5.239943504333496 }, { "layer": "layer.8.mlp.gate_proj", "ppl": 5.239958763122559 }, { "layer": "layer.8.mlp.up_proj", "ppl": 5.240051746368408 }, { "layer": "layer.8.mlp.down_proj", "ppl": 5.239353179931641 }, { "layer": "layer.9.self_attn.q_proj", "ppl": 5.239728927612305 }, { "layer": "layer.9.self_attn.k_proj", "ppl": 5.239882946014404 }, { "layer": "layer.9.self_attn.v_proj", "ppl": 5.2396416664123535 }, { "layer": "layer.9.self_attn.o_proj", "ppl": 5.239582538604736 }, { "layer": "layer.9.mlp.gate_proj", "ppl": 5.239633083343506 }, { "layer": "layer.9.mlp.up_proj", "ppl": 5.2395501136779785 }, { "layer": "layer.9.mlp.down_proj", "ppl": 5.239701747894287 }, { "layer": "layer.10.self_attn.q_proj", "ppl": 5.239556789398193 }, { "layer": "layer.10.self_attn.k_proj", "ppl": 5.239695072174072 }, { "layer": "layer.10.self_attn.v_proj", "ppl": 5.239782333374023 }, { "layer": "layer.10.self_attn.o_proj", "ppl": 5.23935079574585 }, { "layer": "layer.10.mlp.gate_proj", "ppl": 5.2395148277282715 }, { "layer": "layer.10.mlp.up_proj", "ppl": 5.2398176193237305 }, { "layer": "layer.10.mlp.down_proj", "ppl": 5.239559650421143 }, { "layer": "layer.11.self_attn.q_proj", "ppl": 5.239656448364258 }, { "layer": "layer.11.self_attn.k_proj", "ppl": 5.239718914031982 }, { "layer": "layer.11.self_attn.v_proj", "ppl": 5.239737510681152 }, { "layer": "layer.11.self_attn.o_proj", "ppl": 5.239980220794678 }, { "layer": "layer.11.mlp.gate_proj", "ppl": 5.239159107208252 }, { "layer": "layer.11.mlp.up_proj", "ppl": 5.239875793457031 }, { "layer": "layer.11.mlp.down_proj", "ppl": 5.2394866943359375 }, { "layer": "layer.12.self_attn.q_proj", "ppl": 5.239778995513916 }, { "layer": "layer.12.self_attn.k_proj", "ppl": 5.239831447601318 }, { "layer": "layer.12.self_attn.v_proj", "ppl": 5.239863872528076 }, { "layer": "layer.12.self_attn.o_proj", "ppl": 5.239777088165283 }, { "layer": "layer.12.mlp.gate_proj", "ppl": 5.239386558532715 }, { "layer": "layer.12.mlp.up_proj", "ppl": 5.239180088043213 }, { "layer": "layer.12.mlp.down_proj", "ppl": 5.239803314208984 }, { "layer": "layer.13.self_attn.q_proj", "ppl": 5.23969030380249 }, { "layer": "layer.13.self_attn.k_proj", "ppl": 5.239795207977295 }, { "layer": "layer.13.self_attn.v_proj", "ppl": 5.239620208740234 }, { "layer": "layer.13.self_attn.o_proj", "ppl": 5.239654064178467 }, { "layer": "layer.13.mlp.gate_proj", "ppl": 5.239747524261475 }, { "layer": "layer.13.mlp.up_proj", "ppl": 5.239609241485596 }, { "layer": "layer.13.mlp.down_proj", "ppl": 5.239283084869385 }, { "layer": "layer.14.self_attn.q_proj", "ppl": 5.239551544189453 }, { "layer": "layer.14.self_attn.k_proj", "ppl": 5.2396979331970215 }, { "layer": "layer.14.self_attn.v_proj", "ppl": 5.2397003173828125 }, { "layer": "layer.14.self_attn.o_proj", "ppl": 5.239683628082275 }, { "layer": "layer.14.mlp.gate_proj", "ppl": 5.2398552894592285 }, { "layer": "layer.14.mlp.up_proj", "ppl": 5.239345073699951 }, { "layer": "layer.14.mlp.down_proj", "ppl": 5.23939323425293 }, { "layer": "layer.15.self_attn.q_proj", "ppl": 5.239762783050537 }, { "layer": "layer.15.self_attn.k_proj", "ppl": 5.239717483520508 }, { "layer": "layer.15.self_attn.v_proj", "ppl": 5.23954439163208 }, { "layer": "layer.15.self_attn.o_proj", "ppl": 5.239450454711914 }, { "layer": "layer.15.mlp.gate_proj", "ppl": 5.239684581756592 }, { "layer": "layer.15.mlp.up_proj", "ppl": 5.239721775054932 }, { "layer": "layer.15.mlp.down_proj", "ppl": 5.2401509284973145 }, { "layer": "layer.16.self_attn.q_proj", "ppl": 5.239730358123779 }, { "layer": "layer.16.self_attn.k_proj", "ppl": 5.239718437194824 }, { "layer": "layer.16.self_attn.v_proj", "ppl": 5.239654541015625 }, { "layer": "layer.16.self_attn.o_proj", "ppl": 5.239851474761963 }, { "layer": "layer.16.mlp.gate_proj", "ppl": 5.239985942840576 }, { "layer": "layer.16.mlp.up_proj", "ppl": 5.239757537841797 }, { "layer": "layer.16.mlp.down_proj", "ppl": 5.2399983406066895 }, { "layer": "layer.17.self_attn.q_proj", "ppl": 5.2399001121521 }, { "layer": "layer.17.self_attn.k_proj", "ppl": 5.239833831787109 }, { "layer": "layer.17.self_attn.v_proj", "ppl": 5.239731788635254 }, { "layer": "layer.17.self_attn.o_proj", "ppl": 5.239670276641846 }, { "layer": "layer.17.mlp.gate_proj", "ppl": 5.240241050720215 }, { "layer": "layer.17.mlp.up_proj", "ppl": 5.239253044128418 }, { "layer": "layer.17.mlp.down_proj", "ppl": 5.239104270935059 }, { "layer": "layer.18.self_attn.q_proj", "ppl": 5.239827632904053 }, { "layer": "layer.18.self_attn.k_proj", "ppl": 5.239718437194824 }, { "layer": "layer.18.self_attn.v_proj", "ppl": 5.239462852478027 }, { "layer": "layer.18.self_attn.o_proj", "ppl": 5.2399091720581055 }, { "layer": "layer.18.mlp.gate_proj", "ppl": 5.2397565841674805 }, { "layer": "layer.18.mlp.up_proj", "ppl": 5.239418029785156 }, { "layer": "layer.18.mlp.down_proj", "ppl": 5.239865303039551 }, { "layer": "layer.19.self_attn.q_proj", "ppl": 5.239590644836426 }, { "layer": "layer.19.self_attn.k_proj", "ppl": 5.239615440368652 }, { "layer": "layer.19.self_attn.v_proj", "ppl": 5.239910125732422 }, { "layer": "layer.19.self_attn.o_proj", "ppl": 5.239919185638428 }, { "layer": "layer.19.mlp.gate_proj", "ppl": 5.239463806152344 }, { "layer": "layer.19.mlp.up_proj", "ppl": 5.239877223968506 }, { "layer": "layer.19.mlp.down_proj", "ppl": 5.239883899688721 }, { "layer": "layer.20.self_attn.q_proj", "ppl": 5.23961067199707 }, { "layer": "layer.20.self_attn.k_proj", "ppl": 5.239680290222168 }, { "layer": "layer.20.self_attn.v_proj", "ppl": 5.239572048187256 }, { "layer": "layer.20.self_attn.o_proj", "ppl": 5.239563941955566 }, { "layer": "layer.20.mlp.gate_proj", "ppl": 5.239490032196045 }, { "layer": "layer.20.mlp.up_proj", "ppl": 5.239645957946777 }, { "layer": "layer.20.mlp.down_proj", "ppl": 5.240053653717041 }, { "layer": "layer.21.self_attn.q_proj", "ppl": 5.239590644836426 }, { "layer": "layer.21.self_attn.k_proj", "ppl": 5.23975133895874 }, { "layer": "layer.21.self_attn.v_proj", "ppl": 5.239599227905273 }, { "layer": "layer.21.self_attn.o_proj", "ppl": 5.239779949188232 }, { "layer": "layer.21.mlp.gate_proj", "ppl": 5.239510536193848 }, { "layer": "layer.21.mlp.up_proj", "ppl": 5.2401018142700195 }, { "layer": "layer.21.mlp.down_proj", "ppl": 5.2396240234375 }, { "layer": "layer.22.self_attn.q_proj", "ppl": 5.239755630493164 }, { "layer": "layer.22.self_attn.k_proj", "ppl": 5.239605903625488 }, { "layer": "layer.22.self_attn.v_proj", "ppl": 5.239991664886475 }, { "layer": "layer.22.self_attn.o_proj", "ppl": 5.24008846282959 }, { "layer": "layer.22.mlp.gate_proj", "ppl": 5.239819049835205 }, { "layer": "layer.22.mlp.up_proj", "ppl": 5.239459037780762 }, { "layer": "layer.22.mlp.down_proj", "ppl": 5.239889621734619 }, { "layer": "layer.23.self_attn.q_proj", "ppl": 5.239680290222168 }, { "layer": "layer.23.self_attn.k_proj", "ppl": 5.2397589683532715 }, { "layer": "layer.23.self_attn.v_proj", "ppl": 5.239412784576416 }, { "layer": "layer.23.self_attn.o_proj", "ppl": 5.2400336265563965 }, { "layer": "layer.23.mlp.gate_proj", "ppl": 5.239750385284424 }, { "layer": "layer.23.mlp.up_proj", "ppl": 5.23928165435791 }, { "layer": "layer.23.mlp.down_proj", "ppl": 5.239742755889893 }, { "layer": "layer.24.self_attn.q_proj", "ppl": 5.239734649658203 }, { "layer": "layer.24.self_attn.k_proj", "ppl": 5.239670276641846 }, { "layer": "layer.24.self_attn.v_proj", "ppl": 5.239508628845215 }, { "layer": "layer.24.self_attn.o_proj", "ppl": 5.239840030670166 }, { "layer": "layer.24.mlp.gate_proj", "ppl": 5.240058898925781 }, { "layer": "layer.24.mlp.up_proj", "ppl": 5.239795684814453 }, { "layer": "layer.24.mlp.down_proj", "ppl": 5.239793300628662 }, { "layer": "layer.25.self_attn.q_proj", "ppl": 5.239656448364258 }, { "layer": "layer.25.self_attn.k_proj", "ppl": 5.239719390869141 }, { "layer": "layer.25.self_attn.v_proj", "ppl": 5.239623069763184 }, { "layer": "layer.25.self_attn.o_proj", "ppl": 5.239669322967529 }, { "layer": "layer.25.mlp.gate_proj", "ppl": 5.239948272705078 }, { "layer": "layer.25.mlp.up_proj", "ppl": 5.239559173583984 }, { "layer": "layer.25.mlp.down_proj", "ppl": 5.24036979675293 }, { "layer": "layer.26.self_attn.q_proj", "ppl": 5.239764213562012 }, { "layer": "layer.26.self_attn.k_proj", "ppl": 5.23968505859375 }, { "layer": "layer.26.self_attn.v_proj", "ppl": 5.23953914642334 }, { "layer": "layer.26.self_attn.o_proj", "ppl": 5.239604949951172 }, { "layer": "layer.26.mlp.gate_proj", "ppl": 5.239395618438721 }, { "layer": "layer.26.mlp.up_proj", "ppl": 5.239984035491943 }, { "layer": "layer.26.mlp.down_proj", "ppl": 5.23974609375 }, { "layer": "layer.27.self_attn.q_proj", "ppl": 5.239716529846191 }, { "layer": "layer.27.self_attn.k_proj", "ppl": 5.239901065826416 }, { "layer": "layer.27.self_attn.v_proj", "ppl": 5.239752769470215 }, { "layer": "layer.27.self_attn.o_proj", "ppl": 5.239615440368652 }, { "layer": "layer.27.mlp.gate_proj", "ppl": 5.2397308349609375 }, { "layer": "layer.27.mlp.up_proj", "ppl": 5.239985466003418 }, { "layer": "layer.27.mlp.down_proj", "ppl": 5.239692687988281 }, { "layer": "layer.28.self_attn.q_proj", "ppl": 5.239797115325928 }, { "layer": "layer.28.self_attn.k_proj", "ppl": 5.239672660827637 }, { "layer": "layer.28.self_attn.v_proj", "ppl": 5.239418029785156 }, { "layer": "layer.28.self_attn.o_proj", "ppl": 5.23996639251709 }, { "layer": "layer.28.mlp.gate_proj", "ppl": 5.239404678344727 }, { "layer": "layer.28.mlp.up_proj", "ppl": 5.240018844604492 }, { "layer": "layer.28.mlp.down_proj", "ppl": 5.239675521850586 }, { "layer": "layer.29.self_attn.q_proj", "ppl": 5.239767074584961 }, { "layer": "layer.29.self_attn.k_proj", "ppl": 5.239612102508545 }, { "layer": "layer.29.self_attn.v_proj", "ppl": 5.239668369293213 }, { "layer": "layer.29.self_attn.o_proj", "ppl": 5.239677906036377 }, { "layer": "layer.29.mlp.gate_proj", "ppl": 5.23953914642334 }, { "layer": "layer.29.mlp.up_proj", "ppl": 5.23984432220459 }, { "layer": "layer.29.mlp.down_proj", "ppl": 5.239436626434326 }, { "layer": "layer.30.self_attn.q_proj", "ppl": 5.2395734786987305 }, { "layer": "layer.30.self_attn.k_proj", "ppl": 5.239595413208008 }, { "layer": "layer.30.self_attn.v_proj", "ppl": 5.23935079574585 }, { "layer": "layer.30.self_attn.o_proj", "ppl": 5.239548206329346 }, { "layer": "layer.30.mlp.gate_proj", "ppl": 5.239029407501221 }, { "layer": "layer.30.mlp.up_proj", "ppl": 5.239494323730469 }, { "layer": "layer.30.mlp.down_proj", "ppl": 5.23951530456543 }, { "layer": "layer.31.self_attn.q_proj", "ppl": 5.239494800567627 }, { "layer": "layer.31.self_attn.k_proj", "ppl": 5.239567756652832 }, { "layer": "layer.31.self_attn.v_proj", "ppl": 5.2396416664123535 }, { "layer": "layer.31.self_attn.o_proj", "ppl": 5.239911079406738 }, { "layer": "layer.31.mlp.gate_proj", "ppl": 5.2397074699401855 }, { "layer": "layer.31.mlp.up_proj", "ppl": 5.239749908447266 }, { "layer": "layer.31.mlp.down_proj", "ppl": 5.239469051361084 }, { "layer": "layer.32.self_attn.q_proj", "ppl": 5.239922046661377 }, { "layer": "layer.32.self_attn.k_proj", "ppl": 5.239841461181641 }, { "layer": "layer.32.self_attn.v_proj", "ppl": 5.23982048034668 }, { "layer": "layer.32.self_attn.o_proj", "ppl": 5.239507675170898 }, { "layer": "layer.32.mlp.gate_proj", "ppl": 5.239519119262695 }, { "layer": "layer.32.mlp.up_proj", "ppl": 5.239840030670166 }, { "layer": "layer.32.mlp.down_proj", "ppl": 5.239053249359131 }, { "layer": "layer.33.self_attn.q_proj", "ppl": 5.239840030670166 }, { "layer": "layer.33.self_attn.k_proj", "ppl": 5.239792823791504 }, { "layer": "layer.33.self_attn.v_proj", "ppl": 5.239675521850586 }, { "layer": "layer.33.self_attn.o_proj", "ppl": 5.239472389221191 }, { "layer": "layer.33.mlp.gate_proj", "ppl": 5.239762783050537 }, { "layer": "layer.33.mlp.up_proj", "ppl": 5.239729881286621 }, { "layer": "layer.33.mlp.down_proj", "ppl": 5.239724159240723 }, { "layer": "layer.34.self_attn.q_proj", "ppl": 5.239589691162109 }, { "layer": "layer.34.self_attn.k_proj", "ppl": 5.239718437194824 }, { "layer": "layer.34.self_attn.v_proj", "ppl": 5.240052223205566 }, { "layer": "layer.34.self_attn.o_proj", "ppl": 5.239633083343506 }, { "layer": "layer.34.mlp.gate_proj", "ppl": 5.239434242248535 }, { "layer": "layer.34.mlp.up_proj", "ppl": 5.239768028259277 }, { "layer": "layer.34.mlp.down_proj", "ppl": 5.239754676818848 }, { "layer": "layer.35.self_attn.q_proj", "ppl": 5.239579677581787 }, { "layer": "layer.35.self_attn.k_proj", "ppl": 5.2397027015686035 }, { "layer": "layer.35.self_attn.v_proj", "ppl": 5.2398505210876465 }, { "layer": "layer.35.self_attn.o_proj", "ppl": 5.239731788635254 }, { "layer": "layer.35.mlp.gate_proj", "ppl": 5.240055084228516 }, { "layer": "layer.35.mlp.up_proj", "ppl": 5.239304065704346 }, { "layer": "layer.35.mlp.down_proj", "ppl": 5.239817142486572 }, { "layer": "layer.36.self_attn.q_proj", "ppl": 5.23964262008667 }, { "layer": "layer.36.self_attn.k_proj", "ppl": 5.239577293395996 }, { "layer": "layer.36.self_attn.v_proj", "ppl": 5.239744186401367 }, { "layer": "layer.36.self_attn.o_proj", "ppl": 5.239531517028809 }, { "layer": "layer.36.mlp.gate_proj", "ppl": 5.239468097686768 }, { "layer": "layer.36.mlp.up_proj", "ppl": 5.239279270172119 }, { "layer": "layer.36.mlp.down_proj", "ppl": 5.239597797393799 }, { "layer": "layer.37.self_attn.q_proj", "ppl": 5.239753246307373 }, { "layer": "layer.37.self_attn.k_proj", "ppl": 5.239713668823242 }, { "layer": "layer.37.self_attn.v_proj", "ppl": 5.2397589683532715 }, { "layer": "layer.37.self_attn.o_proj", "ppl": 5.239391803741455 }, { "layer": "layer.37.mlp.gate_proj", "ppl": 5.2395524978637695 }, { "layer": "layer.37.mlp.up_proj", "ppl": 5.239945888519287 }, { "layer": "layer.37.mlp.down_proj", "ppl": 5.2396063804626465 }, { "layer": "layer.38.self_attn.q_proj", "ppl": 5.239890098571777 }, { "layer": "layer.38.self_attn.k_proj", "ppl": 5.239670753479004 }, { "layer": "layer.38.self_attn.v_proj", "ppl": 5.23995304107666 }, { "layer": "layer.38.self_attn.o_proj", "ppl": 5.239477634429932 }, { "layer": "layer.38.mlp.gate_proj", "ppl": 5.239426612854004 }, { "layer": "layer.38.mlp.up_proj", "ppl": 5.24014139175415 }, { "layer": "layer.38.mlp.down_proj", "ppl": 5.239934921264648 }, { "layer": "layer.39.self_attn.q_proj", "ppl": 5.2396979331970215 }, { "layer": "layer.39.self_attn.k_proj", "ppl": 5.239788055419922 }, { "layer": "layer.39.self_attn.v_proj", "ppl": 5.239919185638428 }, { "layer": "layer.39.self_attn.o_proj", "ppl": 5.2399067878723145 }, { "layer": "layer.39.mlp.gate_proj", "ppl": 5.2398457527160645 }, { "layer": "layer.39.mlp.up_proj", "ppl": 5.24003267288208 }, { "layer": "layer.39.mlp.down_proj", "ppl": 5.239427089691162 }, { "layer": "layer.40.self_attn.q_proj", "ppl": 5.23995304107666 }, { "layer": "layer.40.self_attn.k_proj", "ppl": 5.239739894866943 }, { "layer": "layer.40.self_attn.v_proj", "ppl": 5.239548206329346 }, { "layer": "layer.40.self_attn.o_proj", "ppl": 5.239256858825684 }, { "layer": "layer.40.mlp.gate_proj", "ppl": 5.23959493637085 }, { "layer": "layer.40.mlp.up_proj", "ppl": 5.239520072937012 }, { "layer": "layer.40.mlp.down_proj", "ppl": 5.239231109619141 }, { "layer": "layer.41.self_attn.q_proj", "ppl": 5.23970890045166 }, { "layer": "layer.41.self_attn.k_proj", "ppl": 5.239892482757568 }, { "layer": "layer.41.self_attn.v_proj", "ppl": 5.239802360534668 }, { "layer": "layer.41.self_attn.o_proj", "ppl": 5.239377975463867 }, { "layer": "layer.41.mlp.gate_proj", "ppl": 5.239584922790527 }, { "layer": "layer.41.mlp.up_proj", "ppl": 5.239279270172119 }, { "layer": "layer.41.mlp.down_proj", "ppl": 5.239194393157959 }, { "layer": "layer.42.self_attn.q_proj", "ppl": 5.240021228790283 }, { "layer": "layer.42.self_attn.k_proj", "ppl": 5.2398505210876465 }, { "layer": "layer.42.self_attn.v_proj", "ppl": 5.239889621734619 }, { "layer": "layer.42.self_attn.o_proj", "ppl": 5.23993444442749 }, { "layer": "layer.42.mlp.gate_proj", "ppl": 5.23932409286499 }, { "layer": "layer.42.mlp.up_proj", "ppl": 5.239480495452881 }, { "layer": "layer.42.mlp.down_proj", "ppl": 5.239100933074951 }, { "layer": "layer.43.self_attn.q_proj", "ppl": 5.23964262008667 }, { "layer": "layer.43.self_attn.k_proj", "ppl": 5.240225791931152 }, { "layer": "layer.43.self_attn.v_proj", "ppl": 5.240268707275391 }, { "layer": "layer.43.self_attn.o_proj", "ppl": 5.239556789398193 }, { "layer": "layer.43.mlp.gate_proj", "ppl": 5.239415645599365 }, { "layer": "layer.43.mlp.up_proj", "ppl": 5.239762783050537 }, { "layer": "layer.43.mlp.down_proj", "ppl": 5.239997386932373 }, { "layer": "layer.44.self_attn.q_proj", "ppl": 5.239653587341309 }, { "layer": "layer.44.self_attn.k_proj", "ppl": 5.2397871017456055 }, { "layer": "layer.44.self_attn.v_proj", "ppl": 5.239604949951172 }, { "layer": "layer.44.self_attn.o_proj", "ppl": 5.239524841308594 }, { "layer": "layer.44.mlp.gate_proj", "ppl": 5.239844799041748 }, { "layer": "layer.44.mlp.up_proj", "ppl": 5.239718914031982 }, { "layer": "layer.44.mlp.down_proj", "ppl": 5.239566802978516 }, { "layer": "layer.45.self_attn.q_proj", "ppl": 5.239495754241943 }, { "layer": "layer.45.self_attn.k_proj", "ppl": 5.23979377746582 }, { "layer": "layer.45.self_attn.v_proj", "ppl": 5.23983907699585 }, { "layer": "layer.45.self_attn.o_proj", "ppl": 5.239627838134766 }, { "layer": "layer.45.mlp.gate_proj", "ppl": 5.239646911621094 }, { "layer": "layer.45.mlp.up_proj", "ppl": 5.23955774307251 }, { "layer": "layer.45.mlp.down_proj", "ppl": 5.239351749420166 }, { "layer": "layer.46.self_attn.q_proj", "ppl": 5.239716529846191 }, { "layer": "layer.46.self_attn.k_proj", "ppl": 5.239751815795898 }, { "layer": "layer.46.self_attn.v_proj", "ppl": 5.240051746368408 }, { "layer": "layer.46.self_attn.o_proj", "ppl": 5.239470958709717 }, { "layer": "layer.46.mlp.gate_proj", "ppl": 5.239434242248535 }, { "layer": "layer.46.mlp.up_proj", "ppl": 5.239795207977295 }, { "layer": "layer.46.mlp.down_proj", "ppl": 5.239747524261475 }, { "layer": "layer.47.self_attn.q_proj", "ppl": 5.239725112915039 }, { "layer": "layer.47.self_attn.k_proj", "ppl": 5.239555358886719 }, { "layer": "layer.47.self_attn.v_proj", "ppl": 5.239516735076904 }, { "layer": "layer.47.self_attn.o_proj", "ppl": 5.239535331726074 }, { "layer": "layer.47.mlp.gate_proj", "ppl": 5.239131927490234 }, { "layer": "layer.47.mlp.up_proj", "ppl": 5.239573955535889 }, { "layer": "layer.47.mlp.down_proj", "ppl": 5.239943504333496 }, { "layer": "layer.48.self_attn.q_proj", "ppl": 5.239645957946777 }, { "layer": "layer.48.self_attn.k_proj", "ppl": 5.2397308349609375 }, { "layer": "layer.48.self_attn.v_proj", "ppl": 5.239528656005859 }, { "layer": "layer.48.self_attn.o_proj", "ppl": 5.239734172821045 }, { "layer": "layer.48.mlp.gate_proj", "ppl": 5.239218711853027 }, { "layer": "layer.48.mlp.up_proj", "ppl": 5.2397966384887695 }, { "layer": "layer.48.mlp.down_proj", "ppl": 5.239600658416748 }, { "layer": "layer.49.self_attn.q_proj", "ppl": 5.239529132843018 }, { "layer": "layer.49.self_attn.k_proj", "ppl": 5.239713668823242 }, { "layer": "layer.49.self_attn.v_proj", "ppl": 5.2396559715271 }, { "layer": "layer.49.self_attn.o_proj", "ppl": 5.239603042602539 }, { "layer": "layer.49.mlp.gate_proj", "ppl": 5.239634037017822 }, { "layer": "layer.49.mlp.up_proj", "ppl": 5.239894390106201 }, { "layer": "layer.49.mlp.down_proj", "ppl": 5.239491939544678 }, { "layer": "layer.50.self_attn.q_proj", "ppl": 5.239716529846191 }, { "layer": "layer.50.self_attn.k_proj", "ppl": 5.239671230316162 }, { "layer": "layer.50.self_attn.v_proj", "ppl": 5.239499092102051 }, { "layer": "layer.50.self_attn.o_proj", "ppl": 5.239403247833252 }, { "layer": "layer.50.mlp.gate_proj", "ppl": 5.239315986633301 }, { "layer": "layer.50.mlp.up_proj", "ppl": 5.239543914794922 }, { "layer": "layer.50.mlp.down_proj", "ppl": 5.239531517028809 }, { "layer": "layer.51.self_attn.q_proj", "ppl": 5.239381790161133 }, { "layer": "layer.51.self_attn.k_proj", "ppl": 5.2395172119140625 }, { "layer": "layer.51.self_attn.v_proj", "ppl": 5.239504337310791 }, { "layer": "layer.51.self_attn.o_proj", "ppl": 5.239709377288818 }, { "layer": "layer.51.mlp.gate_proj", "ppl": 5.239452838897705 }, { "layer": "layer.51.mlp.up_proj", "ppl": 5.2391533851623535 }, { "layer": "layer.51.mlp.down_proj", "ppl": 5.238908290863037 }, { "layer": "layer.52.self_attn.q_proj", "ppl": 5.239725112915039 }, { "layer": "layer.52.self_attn.k_proj", "ppl": 5.239730358123779 }, { "layer": "layer.52.self_attn.v_proj", "ppl": 5.239534378051758 }, { "layer": "layer.52.self_attn.o_proj", "ppl": 5.2396626472473145 }, { "layer": "layer.52.mlp.gate_proj", "ppl": 5.23883581161499 }, { "layer": "layer.52.mlp.up_proj", "ppl": 5.2393693923950195 }, { "layer": "layer.52.mlp.down_proj", "ppl": 5.239325523376465 }, { "layer": "layer.53.self_attn.q_proj", "ppl": 5.2397990226745605 }, { "layer": "layer.53.self_attn.k_proj", "ppl": 5.239656448364258 }, { "layer": "layer.53.self_attn.v_proj", "ppl": 5.239516735076904 }, { "layer": "layer.53.self_attn.o_proj", "ppl": 5.2397027015686035 }, { "layer": "layer.53.mlp.gate_proj", "ppl": 5.23906946182251 }, { "layer": "layer.53.mlp.up_proj", "ppl": 5.2391743659973145 }, { "layer": "layer.53.mlp.down_proj", "ppl": 5.238556385040283 }, { "layer": "layer.54.self_attn.q_proj", "ppl": 5.2395501136779785 }, { "layer": "layer.54.self_attn.k_proj", "ppl": 5.239617824554443 }, { "layer": "layer.54.self_attn.v_proj", "ppl": 5.239480972290039 }, { "layer": "layer.54.self_attn.o_proj", "ppl": 5.239684104919434 }, { "layer": "layer.54.mlp.gate_proj", "ppl": 5.238801956176758 }, { "layer": "layer.54.mlp.up_proj", "ppl": 5.239541530609131 }, { "layer": "layer.54.mlp.down_proj", "ppl": 5.239374160766602 }, { "layer": "layer.55.self_attn.q_proj", "ppl": 5.239707946777344 }, { "layer": "layer.55.self_attn.k_proj", "ppl": 5.2397356033325195 }, { "layer": "layer.55.self_attn.v_proj", "ppl": 5.239737510681152 }, { "layer": "layer.55.self_attn.o_proj", "ppl": 5.2395501136779785 }, { "layer": "layer.55.mlp.gate_proj", "ppl": 5.23911190032959 }, { "layer": "layer.55.mlp.up_proj", "ppl": 5.239180088043213 }, { "layer": "layer.55.mlp.down_proj", "ppl": 5.239102363586426 }, { "layer": "layer.56.self_attn.q_proj", "ppl": 5.239768028259277 }, { "layer": "layer.56.self_attn.k_proj", "ppl": 5.239497184753418 }, { "layer": "layer.56.self_attn.v_proj", "ppl": 5.23973274230957 }, { "layer": "layer.56.self_attn.o_proj", "ppl": 5.239811897277832 }, { "layer": "layer.56.mlp.gate_proj", "ppl": 5.238874435424805 }, { "layer": "layer.56.mlp.up_proj", "ppl": 5.239256858825684 }, { "layer": "layer.56.mlp.down_proj", "ppl": 5.2390360832214355 }, { "layer": "layer.57.self_attn.q_proj", "ppl": 5.2397356033325195 }, { "layer": "layer.57.self_attn.k_proj", "ppl": 5.23961877822876 }, { "layer": "layer.57.self_attn.v_proj", "ppl": 5.239759922027588 }, { "layer": "layer.57.self_attn.o_proj", "ppl": 5.239573955535889 }, { "layer": "layer.57.mlp.gate_proj", "ppl": 5.238772392272949 }, { "layer": "layer.57.mlp.up_proj", "ppl": 5.239454746246338 }, { "layer": "layer.57.mlp.down_proj", "ppl": 5.239551067352295 }, { "layer": "layer.58.self_attn.q_proj", "ppl": 5.239802360534668 }, { "layer": "layer.58.self_attn.k_proj", "ppl": 5.239803791046143 }, { "layer": "layer.58.self_attn.v_proj", "ppl": 5.239638805389404 }, { "layer": "layer.58.self_attn.o_proj", "ppl": 5.239738941192627 }, { "layer": "layer.58.mlp.gate_proj", "ppl": 5.239588260650635 }, { "layer": "layer.58.mlp.up_proj", "ppl": 5.239175796508789 }, { "layer": "layer.58.mlp.down_proj", "ppl": 5.239315509796143 }, { "layer": "layer.59.self_attn.q_proj", "ppl": 5.239758491516113 }, { "layer": "layer.59.self_attn.k_proj", "ppl": 5.239764213562012 }, { "layer": "layer.59.self_attn.v_proj", "ppl": 5.2393693923950195 }, { "layer": "layer.59.self_attn.o_proj", "ppl": 5.23982572555542 }, { "layer": "layer.59.mlp.gate_proj", "ppl": 5.239232063293457 }, { "layer": "layer.59.mlp.up_proj", "ppl": 5.239432334899902 }, { "layer": "layer.59.mlp.down_proj", "ppl": 5.239049434661865 }, { "layer": "layer.60.self_attn.q_proj", "ppl": 5.239557266235352 }, { "layer": "layer.60.self_attn.k_proj", "ppl": 5.239675045013428 }, { "layer": "layer.60.self_attn.v_proj", "ppl": 5.239520072937012 }, { "layer": "layer.60.self_attn.o_proj", "ppl": 5.239611625671387 }, { "layer": "layer.60.mlp.gate_proj", "ppl": 5.239167213439941 }, { "layer": "layer.60.mlp.up_proj", "ppl": 5.239456653594971 }, { "layer": "layer.60.mlp.down_proj", "ppl": 5.239212512969971 }, { "layer": "layer.61.self_attn.q_proj", "ppl": 5.239764213562012 }, { "layer": "layer.61.self_attn.k_proj", "ppl": 5.239646911621094 }, { "layer": "layer.61.self_attn.v_proj", "ppl": 5.2396063804626465 }, { "layer": "layer.61.self_attn.o_proj", "ppl": 5.239438533782959 }, { "layer": "layer.61.mlp.gate_proj", "ppl": 5.2389936447143555 }, { "layer": "layer.61.mlp.up_proj", "ppl": 5.239105224609375 }, { "layer": "layer.61.mlp.down_proj", "ppl": 5.239398002624512 }, { "layer": "layer.62.self_attn.q_proj", "ppl": 5.239562511444092 }, { "layer": "layer.62.self_attn.k_proj", "ppl": 5.239842891693115 }, { "layer": "layer.62.self_attn.v_proj", "ppl": 5.239531517028809 }, { "layer": "layer.62.self_attn.o_proj", "ppl": 5.239675521850586 }, { "layer": "layer.62.mlp.gate_proj", "ppl": 5.2393479347229 }, { "layer": "layer.62.mlp.up_proj", "ppl": 5.239561557769775 }, { "layer": "layer.62.mlp.down_proj", "ppl": 5.2389445304870605 }, { "layer": "layer.63.self_attn.q_proj", "ppl": 5.23953914642334 }, { "layer": "layer.63.self_attn.k_proj", "ppl": 5.239609241485596 }, { "layer": "layer.63.self_attn.v_proj", "ppl": 5.2395501136779785 }, { "layer": "layer.63.self_attn.o_proj", "ppl": 5.2395782470703125 }, { "layer": "layer.63.mlp.gate_proj", "ppl": 5.237497329711914 }, { "layer": "layer.63.mlp.up_proj", "ppl": 5.237729549407959 }, { "layer": "layer.63.mlp.down_proj", "ppl": 5.23811149597168 } ] }, { "bit": 9, "ppls": [ { "layer": "layer.0.self_attn.q_proj", "ppl": 5.203006267547607 }, { "layer": "layer.0.self_attn.k_proj", "ppl": 5.202880382537842 }, { "layer": "layer.0.self_attn.v_proj", "ppl": 5.20309591293335 }, { "layer": "layer.0.self_attn.o_proj", "ppl": 5.203248023986816 }, { "layer": "layer.0.mlp.gate_proj", "ppl": 5.203240871429443 }, { "layer": "layer.0.mlp.up_proj", "ppl": 5.202869415283203 }, { "layer": "layer.0.mlp.down_proj", "ppl": 5.202840328216553 }, { "layer": "layer.1.self_attn.q_proj", "ppl": 5.203175067901611 }, { "layer": "layer.1.self_attn.k_proj", "ppl": 5.203044414520264 }, { "layer": "layer.1.self_attn.v_proj", "ppl": 5.203139781951904 }, { "layer": "layer.1.self_attn.o_proj", "ppl": 5.203141689300537 }, { "layer": "layer.1.mlp.gate_proj", "ppl": 5.202907562255859 }, { "layer": "layer.1.mlp.up_proj", "ppl": 5.203316688537598 }, { "layer": "layer.1.mlp.down_proj", "ppl": 5.2032389640808105 }, { "layer": "layer.2.self_attn.q_proj", "ppl": 5.203053951263428 }, { "layer": "layer.2.self_attn.k_proj", "ppl": 5.202877521514893 }, { "layer": "layer.2.self_attn.v_proj", "ppl": 5.203105926513672 }, { "layer": "layer.2.self_attn.o_proj", "ppl": 5.203068733215332 }, { "layer": "layer.2.mlp.gate_proj", "ppl": 5.2031779289245605 }, { "layer": "layer.2.mlp.up_proj", "ppl": 5.203220844268799 }, { "layer": "layer.2.mlp.down_proj", "ppl": 5.203050136566162 }, { "layer": "layer.3.self_attn.q_proj", "ppl": 5.203448295593262 }, { "layer": "layer.3.self_attn.k_proj", "ppl": 5.203146457672119 }, { "layer": "layer.3.self_attn.v_proj", "ppl": 5.203123092651367 }, { "layer": "layer.3.self_attn.o_proj", "ppl": 5.203102111816406 }, { "layer": "layer.3.mlp.gate_proj", "ppl": 5.203261852264404 }, { "layer": "layer.3.mlp.up_proj", "ppl": 5.203139305114746 }, { "layer": "layer.3.mlp.down_proj", "ppl": 5.203401565551758 }, { "layer": "layer.4.self_attn.q_proj", "ppl": 5.202894687652588 }, { "layer": "layer.4.self_attn.k_proj", "ppl": 5.203303337097168 }, { "layer": "layer.4.self_attn.v_proj", "ppl": 5.202976226806641 }, { "layer": "layer.4.self_attn.o_proj", "ppl": 5.202995300292969 }, { "layer": "layer.4.mlp.gate_proj", "ppl": 5.202939510345459 }, { "layer": "layer.4.mlp.up_proj", "ppl": 5.20322847366333 }, { "layer": "layer.4.mlp.down_proj", "ppl": 5.203275203704834 }, { "layer": "layer.5.self_attn.q_proj", "ppl": 5.203254699707031 }, { "layer": "layer.5.self_attn.k_proj", "ppl": 5.203317642211914 }, { "layer": "layer.5.self_attn.v_proj", "ppl": 5.203167915344238 }, { "layer": "layer.5.self_attn.o_proj", "ppl": 5.203069686889648 }, { "layer": "layer.5.mlp.gate_proj", "ppl": 5.203126907348633 }, { "layer": "layer.5.mlp.up_proj", "ppl": 5.2031331062316895 }, { "layer": "layer.5.mlp.down_proj", "ppl": 5.203358173370361 }, { "layer": "layer.6.self_attn.q_proj", "ppl": 5.203260898590088 }, { "layer": "layer.6.self_attn.k_proj", "ppl": 5.203078269958496 }, { "layer": "layer.6.self_attn.v_proj", "ppl": 5.203312397003174 }, { "layer": "layer.6.self_attn.o_proj", "ppl": 5.203544616699219 }, { "layer": "layer.6.mlp.gate_proj", "ppl": 5.203434467315674 }, { "layer": "layer.6.mlp.up_proj", "ppl": 5.203424453735352 }, { "layer": "layer.6.mlp.down_proj", "ppl": 5.203022003173828 }, { "layer": "layer.7.self_attn.q_proj", "ppl": 5.203211307525635 }, { "layer": "layer.7.self_attn.k_proj", "ppl": 5.2031331062316895 }, { "layer": "layer.7.self_attn.v_proj", "ppl": 5.20315408706665 }, { "layer": "layer.7.self_attn.o_proj", "ppl": 5.203108787536621 }, { "layer": "layer.7.mlp.gate_proj", "ppl": 5.2031121253967285 }, { "layer": "layer.7.mlp.up_proj", "ppl": 5.203225612640381 }, { "layer": "layer.7.mlp.down_proj", "ppl": 5.203345775604248 }, { "layer": "layer.8.self_attn.q_proj", "ppl": 5.203169822692871 }, { "layer": "layer.8.self_attn.k_proj", "ppl": 5.203022480010986 }, { "layer": "layer.8.self_attn.v_proj", "ppl": 5.20330810546875 }, { "layer": "layer.8.self_attn.o_proj", "ppl": 5.203588485717773 }, { "layer": "layer.8.mlp.gate_proj", "ppl": 5.203225612640381 }, { "layer": "layer.8.mlp.up_proj", "ppl": 5.203445911407471 }, { "layer": "layer.8.mlp.down_proj", "ppl": 5.203161716461182 }, { "layer": "layer.9.self_attn.q_proj", "ppl": 5.2034196853637695 }, { "layer": "layer.9.self_attn.k_proj", "ppl": 5.203090667724609 }, { "layer": "layer.9.self_attn.v_proj", "ppl": 5.202948093414307 }, { "layer": "layer.9.self_attn.o_proj", "ppl": 5.2030463218688965 }, { "layer": "layer.9.mlp.gate_proj", "ppl": 5.202938079833984 }, { "layer": "layer.9.mlp.up_proj", "ppl": 5.202946662902832 }, { "layer": "layer.9.mlp.down_proj", "ppl": 5.2032999992370605 }, { "layer": "layer.10.self_attn.q_proj", "ppl": 5.202951908111572 }, { "layer": "layer.10.self_attn.k_proj", "ppl": 5.203144073486328 }, { "layer": "layer.10.self_attn.v_proj", "ppl": 5.203027725219727 }, { "layer": "layer.10.self_attn.o_proj", "ppl": 5.202890396118164 }, { "layer": "layer.10.mlp.gate_proj", "ppl": 5.20294713973999 }, { "layer": "layer.10.mlp.up_proj", "ppl": 5.202930927276611 }, { "layer": "layer.10.mlp.down_proj", "ppl": 5.203432559967041 }, { "layer": "layer.11.self_attn.q_proj", "ppl": 5.203181743621826 }, { "layer": "layer.11.self_attn.k_proj", "ppl": 5.203117370605469 }, { "layer": "layer.11.self_attn.v_proj", "ppl": 5.203192710876465 }, { "layer": "layer.11.self_attn.o_proj", "ppl": 5.202949523925781 }, { "layer": "layer.11.mlp.gate_proj", "ppl": 5.203037738800049 }, { "layer": "layer.11.mlp.up_proj", "ppl": 5.202890396118164 }, { "layer": "layer.11.mlp.down_proj", "ppl": 5.203165054321289 }, { "layer": "layer.12.self_attn.q_proj", "ppl": 5.2031779289245605 }, { "layer": "layer.12.self_attn.k_proj", "ppl": 5.20325231552124 }, { "layer": "layer.12.self_attn.v_proj", "ppl": 5.202945232391357 }, { "layer": "layer.12.self_attn.o_proj", "ppl": 5.2030029296875 }, { "layer": "layer.12.mlp.gate_proj", "ppl": 5.20308256149292 }, { "layer": "layer.12.mlp.up_proj", "ppl": 5.203800678253174 }, { "layer": "layer.12.mlp.down_proj", "ppl": 5.202838897705078 }, { "layer": "layer.13.self_attn.q_proj", "ppl": 5.203190803527832 }, { "layer": "layer.13.self_attn.k_proj", "ppl": 5.203016757965088 }, { "layer": "layer.13.self_attn.v_proj", "ppl": 5.203022480010986 }, { "layer": "layer.13.self_attn.o_proj", "ppl": 5.203160762786865 }, { "layer": "layer.13.mlp.gate_proj", "ppl": 5.203060150146484 }, { "layer": "layer.13.mlp.up_proj", "ppl": 5.202902793884277 }, { "layer": "layer.13.mlp.down_proj", "ppl": 5.203278541564941 }, { "layer": "layer.14.self_attn.q_proj", "ppl": 5.203310012817383 }, { "layer": "layer.14.self_attn.k_proj", "ppl": 5.20304012298584 }, { "layer": "layer.14.self_attn.v_proj", "ppl": 5.203070640563965 }, { "layer": "layer.14.self_attn.o_proj", "ppl": 5.203064918518066 }, { "layer": "layer.14.mlp.gate_proj", "ppl": 5.202702522277832 }, { "layer": "layer.14.mlp.up_proj", "ppl": 5.203222274780273 }, { "layer": "layer.14.mlp.down_proj", "ppl": 5.203013896942139 }, { "layer": "layer.15.self_attn.q_proj", "ppl": 5.203218460083008 }, { "layer": "layer.15.self_attn.k_proj", "ppl": 5.203093528747559 }, { "layer": "layer.15.self_attn.v_proj", "ppl": 5.203007221221924 }, { "layer": "layer.15.self_attn.o_proj", "ppl": 5.203231334686279 }, { "layer": "layer.15.mlp.gate_proj", "ppl": 5.202894687652588 }, { "layer": "layer.15.mlp.up_proj", "ppl": 5.203173637390137 }, { "layer": "layer.15.mlp.down_proj", "ppl": 5.20320463180542 }, { "layer": "layer.16.self_attn.q_proj", "ppl": 5.203052520751953 }, { "layer": "layer.16.self_attn.k_proj", "ppl": 5.203036308288574 }, { "layer": "layer.16.self_attn.v_proj", "ppl": 5.2032670974731445 }, { "layer": "layer.16.self_attn.o_proj", "ppl": 5.202967643737793 }, { "layer": "layer.16.mlp.gate_proj", "ppl": 5.2028889656066895 }, { "layer": "layer.16.mlp.up_proj", "ppl": 5.203118324279785 }, { "layer": "layer.16.mlp.down_proj", "ppl": 5.203026294708252 }, { "layer": "layer.17.self_attn.q_proj", "ppl": 5.202943325042725 }, { "layer": "layer.17.self_attn.k_proj", "ppl": 5.2031121253967285 }, { "layer": "layer.17.self_attn.v_proj", "ppl": 5.20298957824707 }, { "layer": "layer.17.self_attn.o_proj", "ppl": 5.2035017013549805 }, { "layer": "layer.17.mlp.gate_proj", "ppl": 5.202817440032959 }, { "layer": "layer.17.mlp.up_proj", "ppl": 5.20324182510376 }, { "layer": "layer.17.mlp.down_proj", "ppl": 5.203428745269775 }, { "layer": "layer.18.self_attn.q_proj", "ppl": 5.20297908782959 }, { "layer": "layer.18.self_attn.k_proj", "ppl": 5.203030109405518 }, { "layer": "layer.18.self_attn.v_proj", "ppl": 5.203214168548584 }, { "layer": "layer.18.self_attn.o_proj", "ppl": 5.20288610458374 }, { "layer": "layer.18.mlp.gate_proj", "ppl": 5.203312397003174 }, { "layer": "layer.18.mlp.up_proj", "ppl": 5.203506946563721 }, { "layer": "layer.18.mlp.down_proj", "ppl": 5.203256130218506 }, { "layer": "layer.19.self_attn.q_proj", "ppl": 5.203273296356201 }, { "layer": "layer.19.self_attn.k_proj", "ppl": 5.2031731605529785 }, { "layer": "layer.19.self_attn.v_proj", "ppl": 5.203152179718018 }, { "layer": "layer.19.self_attn.o_proj", "ppl": 5.2029829025268555 }, { "layer": "layer.19.mlp.gate_proj", "ppl": 5.203327655792236 }, { "layer": "layer.19.mlp.up_proj", "ppl": 5.202823162078857 }, { "layer": "layer.19.mlp.down_proj", "ppl": 5.203122138977051 }, { "layer": "layer.20.self_attn.q_proj", "ppl": 5.20298957824707 }, { "layer": "layer.20.self_attn.k_proj", "ppl": 5.203277111053467 }, { "layer": "layer.20.self_attn.v_proj", "ppl": 5.203069686889648 }, { "layer": "layer.20.self_attn.o_proj", "ppl": 5.20325231552124 }, { "layer": "layer.20.mlp.gate_proj", "ppl": 5.2034173011779785 }, { "layer": "layer.20.mlp.up_proj", "ppl": 5.203126907348633 }, { "layer": "layer.20.mlp.down_proj", "ppl": 5.203016757965088 }, { "layer": "layer.21.self_attn.q_proj", "ppl": 5.203009605407715 }, { "layer": "layer.21.self_attn.k_proj", "ppl": 5.2032647132873535 }, { "layer": "layer.21.self_attn.v_proj", "ppl": 5.2030487060546875 }, { "layer": "layer.21.self_attn.o_proj", "ppl": 5.2028703689575195 }, { "layer": "layer.21.mlp.gate_proj", "ppl": 5.20332670211792 }, { "layer": "layer.21.mlp.up_proj", "ppl": 5.2026872634887695 }, { "layer": "layer.21.mlp.down_proj", "ppl": 5.203271865844727 }, { "layer": "layer.22.self_attn.q_proj", "ppl": 5.202950954437256 }, { "layer": "layer.22.self_attn.k_proj", "ppl": 5.203026294708252 }, { "layer": "layer.22.self_attn.v_proj", "ppl": 5.20290994644165 }, { "layer": "layer.22.self_attn.o_proj", "ppl": 5.202555179595947 }, { "layer": "layer.22.mlp.gate_proj", "ppl": 5.203078269958496 }, { "layer": "layer.22.mlp.up_proj", "ppl": 5.203305721282959 }, { "layer": "layer.22.mlp.down_proj", "ppl": 5.2029337882995605 }, { "layer": "layer.23.self_attn.q_proj", "ppl": 5.203157424926758 }, { "layer": "layer.23.self_attn.k_proj", "ppl": 5.203098297119141 }, { "layer": "layer.23.self_attn.v_proj", "ppl": 5.203184127807617 }, { "layer": "layer.23.self_attn.o_proj", "ppl": 5.203275680541992 }, { "layer": "layer.23.mlp.gate_proj", "ppl": 5.203305721282959 }, { "layer": "layer.23.mlp.up_proj", "ppl": 5.203367710113525 }, { "layer": "layer.23.mlp.down_proj", "ppl": 5.202964782714844 }, { "layer": "layer.24.self_attn.q_proj", "ppl": 5.203045845031738 }, { "layer": "layer.24.self_attn.k_proj", "ppl": 5.202885150909424 }, { "layer": "layer.24.self_attn.v_proj", "ppl": 5.2030029296875 }, { "layer": "layer.24.self_attn.o_proj", "ppl": 5.20328950881958 }, { "layer": "layer.24.mlp.gate_proj", "ppl": 5.202691078186035 }, { "layer": "layer.24.mlp.up_proj", "ppl": 5.202955722808838 }, { "layer": "layer.24.mlp.down_proj", "ppl": 5.2034687995910645 }, { "layer": "layer.25.self_attn.q_proj", "ppl": 5.202964782714844 }, { "layer": "layer.25.self_attn.k_proj", "ppl": 5.203097820281982 }, { "layer": "layer.25.self_attn.v_proj", "ppl": 5.20311975479126 }, { "layer": "layer.25.self_attn.o_proj", "ppl": 5.202833652496338 }, { "layer": "layer.25.mlp.gate_proj", "ppl": 5.2031354904174805 }, { "layer": "layer.25.mlp.up_proj", "ppl": 5.203159809112549 }, { "layer": "layer.25.mlp.down_proj", "ppl": 5.202661991119385 }, { "layer": "layer.26.self_attn.q_proj", "ppl": 5.2029337882995605 }, { "layer": "layer.26.self_attn.k_proj", "ppl": 5.2029547691345215 }, { "layer": "layer.26.self_attn.v_proj", "ppl": 5.203061103820801 }, { "layer": "layer.26.self_attn.o_proj", "ppl": 5.202938556671143 }, { "layer": "layer.26.mlp.gate_proj", "ppl": 5.202988147735596 }, { "layer": "layer.26.mlp.up_proj", "ppl": 5.202681541442871 }, { "layer": "layer.26.mlp.down_proj", "ppl": 5.202902793884277 }, { "layer": "layer.27.self_attn.q_proj", "ppl": 5.203035831451416 }, { "layer": "layer.27.self_attn.k_proj", "ppl": 5.202826976776123 }, { "layer": "layer.27.self_attn.v_proj", "ppl": 5.203115940093994 }, { "layer": "layer.27.self_attn.o_proj", "ppl": 5.202897548675537 }, { "layer": "layer.27.mlp.gate_proj", "ppl": 5.202687740325928 }, { "layer": "layer.27.mlp.up_proj", "ppl": 5.203306674957275 }, { "layer": "layer.27.mlp.down_proj", "ppl": 5.202899932861328 }, { "layer": "layer.28.self_attn.q_proj", "ppl": 5.202907562255859 }, { "layer": "layer.28.self_attn.k_proj", "ppl": 5.203221321105957 }, { "layer": "layer.28.self_attn.v_proj", "ppl": 5.203882217407227 }, { "layer": "layer.28.self_attn.o_proj", "ppl": 5.203171730041504 }, { "layer": "layer.28.mlp.gate_proj", "ppl": 5.202788352966309 }, { "layer": "layer.28.mlp.up_proj", "ppl": 5.202919960021973 }, { "layer": "layer.28.mlp.down_proj", "ppl": 5.203135013580322 }, { "layer": "layer.29.self_attn.q_proj", "ppl": 5.203045845031738 }, { "layer": "layer.29.self_attn.k_proj", "ppl": 5.203022003173828 }, { "layer": "layer.29.self_attn.v_proj", "ppl": 5.203089237213135 }, { "layer": "layer.29.self_attn.o_proj", "ppl": 5.203007221221924 }, { "layer": "layer.29.mlp.gate_proj", "ppl": 5.203310012817383 }, { "layer": "layer.29.mlp.up_proj", "ppl": 5.20295524597168 }, { "layer": "layer.29.mlp.down_proj", "ppl": 5.203383922576904 }, { "layer": "layer.30.self_attn.q_proj", "ppl": 5.203079700469971 }, { "layer": "layer.30.self_attn.k_proj", "ppl": 5.203090667724609 }, { "layer": "layer.30.self_attn.v_proj", "ppl": 5.2030205726623535 }, { "layer": "layer.30.self_attn.o_proj", "ppl": 5.20278787612915 }, { "layer": "layer.30.mlp.gate_proj", "ppl": 5.203108787536621 }, { "layer": "layer.30.mlp.up_proj", "ppl": 5.203056812286377 }, { "layer": "layer.30.mlp.down_proj", "ppl": 5.203271865844727 }, { "layer": "layer.31.self_attn.q_proj", "ppl": 5.2033162117004395 }, { "layer": "layer.31.self_attn.k_proj", "ppl": 5.203163146972656 }, { "layer": "layer.31.self_attn.v_proj", "ppl": 5.203211307525635 }, { "layer": "layer.31.self_attn.o_proj", "ppl": 5.202985763549805 }, { "layer": "layer.31.mlp.gate_proj", "ppl": 5.203029632568359 }, { "layer": "layer.31.mlp.up_proj", "ppl": 5.2028117179870605 }, { "layer": "layer.31.mlp.down_proj", "ppl": 5.2032928466796875 }, { "layer": "layer.32.self_attn.q_proj", "ppl": 5.202972888946533 }, { "layer": "layer.32.self_attn.k_proj", "ppl": 5.202932357788086 }, { "layer": "layer.32.self_attn.v_proj", "ppl": 5.203029155731201 }, { "layer": "layer.32.self_attn.o_proj", "ppl": 5.203139305114746 }, { "layer": "layer.32.mlp.gate_proj", "ppl": 5.202911853790283 }, { "layer": "layer.32.mlp.up_proj", "ppl": 5.203344821929932 }, { "layer": "layer.32.mlp.down_proj", "ppl": 5.202906131744385 }, { "layer": "layer.33.self_attn.q_proj", "ppl": 5.20298957824707 }, { "layer": "layer.33.self_attn.k_proj", "ppl": 5.203295707702637 }, { "layer": "layer.33.self_attn.v_proj", "ppl": 5.203089237213135 }, { "layer": "layer.33.self_attn.o_proj", "ppl": 5.203094959259033 }, { "layer": "layer.33.mlp.gate_proj", "ppl": 5.202663421630859 }, { "layer": "layer.33.mlp.up_proj", "ppl": 5.203530311584473 }, { "layer": "layer.33.mlp.down_proj", "ppl": 5.202994346618652 }, { "layer": "layer.34.self_attn.q_proj", "ppl": 5.202982425689697 }, { "layer": "layer.34.self_attn.k_proj", "ppl": 5.20311164855957 }, { "layer": "layer.34.self_attn.v_proj", "ppl": 5.202835559844971 }, { "layer": "layer.34.self_attn.o_proj", "ppl": 5.203140735626221 }, { "layer": "layer.34.mlp.gate_proj", "ppl": 5.203282356262207 }, { "layer": "layer.34.mlp.up_proj", "ppl": 5.202555179595947 }, { "layer": "layer.34.mlp.down_proj", "ppl": 5.202615737915039 }, { "layer": "layer.35.self_attn.q_proj", "ppl": 5.203350067138672 }, { "layer": "layer.35.self_attn.k_proj", "ppl": 5.202937126159668 }, { "layer": "layer.35.self_attn.v_proj", "ppl": 5.203290939331055 }, { "layer": "layer.35.self_attn.o_proj", "ppl": 5.202922344207764 }, { "layer": "layer.35.mlp.gate_proj", "ppl": 5.202823162078857 }, { "layer": "layer.35.mlp.up_proj", "ppl": 5.202815055847168 }, { "layer": "layer.35.mlp.down_proj", "ppl": 5.202699661254883 }, { "layer": "layer.36.self_attn.q_proj", "ppl": 5.203089714050293 }, { "layer": "layer.36.self_attn.k_proj", "ppl": 5.2031354904174805 }, { "layer": "layer.36.self_attn.v_proj", "ppl": 5.203029155731201 }, { "layer": "layer.36.self_attn.o_proj", "ppl": 5.203192710876465 }, { "layer": "layer.36.mlp.gate_proj", "ppl": 5.20297908782959 }, { "layer": "layer.36.mlp.up_proj", "ppl": 5.203329086303711 }, { "layer": "layer.36.mlp.down_proj", "ppl": 5.20271635055542 }, { "layer": "layer.37.self_attn.q_proj", "ppl": 5.202920913696289 }, { "layer": "layer.37.self_attn.k_proj", "ppl": 5.203099727630615 }, { "layer": "layer.37.self_attn.v_proj", "ppl": 5.202991008758545 }, { "layer": "layer.37.self_attn.o_proj", "ppl": 5.2032270431518555 }, { "layer": "layer.37.mlp.gate_proj", "ppl": 5.203214168548584 }, { "layer": "layer.37.mlp.up_proj", "ppl": 5.202771186828613 }, { "layer": "layer.37.mlp.down_proj", "ppl": 5.203157901763916 }, { "layer": "layer.38.self_attn.q_proj", "ppl": 5.202889442443848 }, { "layer": "layer.38.self_attn.k_proj", "ppl": 5.202970504760742 }, { "layer": "layer.38.self_attn.v_proj", "ppl": 5.202820777893066 }, { "layer": "layer.38.self_attn.o_proj", "ppl": 5.203114032745361 }, { "layer": "layer.38.mlp.gate_proj", "ppl": 5.20300817489624 }, { "layer": "layer.38.mlp.up_proj", "ppl": 5.202672004699707 }, { "layer": "layer.38.mlp.down_proj", "ppl": 5.203022480010986 }, { "layer": "layer.39.self_attn.q_proj", "ppl": 5.203056335449219 }, { "layer": "layer.39.self_attn.k_proj", "ppl": 5.203015327453613 }, { "layer": "layer.39.self_attn.v_proj", "ppl": 5.202851295471191 }, { "layer": "layer.39.self_attn.o_proj", "ppl": 5.203047752380371 }, { "layer": "layer.39.mlp.gate_proj", "ppl": 5.203083515167236 }, { "layer": "layer.39.mlp.up_proj", "ppl": 5.202457904815674 }, { "layer": "layer.39.mlp.down_proj", "ppl": 5.202441692352295 }, { "layer": "layer.40.self_attn.q_proj", "ppl": 5.202942848205566 }, { "layer": "layer.40.self_attn.k_proj", "ppl": 5.203038692474365 }, { "layer": "layer.40.self_attn.v_proj", "ppl": 5.203047752380371 }, { "layer": "layer.40.self_attn.o_proj", "ppl": 5.20313835144043 }, { "layer": "layer.40.mlp.gate_proj", "ppl": 5.203024864196777 }, { "layer": "layer.40.mlp.up_proj", "ppl": 5.2027788162231445 }, { "layer": "layer.40.mlp.down_proj", "ppl": 5.2031989097595215 }, { "layer": "layer.41.self_attn.q_proj", "ppl": 5.203197479248047 }, { "layer": "layer.41.self_attn.k_proj", "ppl": 5.203039169311523 }, { "layer": "layer.41.self_attn.v_proj", "ppl": 5.202930450439453 }, { "layer": "layer.41.self_attn.o_proj", "ppl": 5.2032575607299805 }, { "layer": "layer.41.mlp.gate_proj", "ppl": 5.202836036682129 }, { "layer": "layer.41.mlp.up_proj", "ppl": 5.203175067901611 }, { "layer": "layer.41.mlp.down_proj", "ppl": 5.202868938446045 }, { "layer": "layer.42.self_attn.q_proj", "ppl": 5.203073978424072 }, { "layer": "layer.42.self_attn.k_proj", "ppl": 5.202894687652588 }, { "layer": "layer.42.self_attn.v_proj", "ppl": 5.203053951263428 }, { "layer": "layer.42.self_attn.o_proj", "ppl": 5.202968597412109 }, { "layer": "layer.42.mlp.gate_proj", "ppl": 5.202754497528076 }, { "layer": "layer.42.mlp.up_proj", "ppl": 5.202732563018799 }, { "layer": "layer.42.mlp.down_proj", "ppl": 5.2029337882995605 }, { "layer": "layer.43.self_attn.q_proj", "ppl": 5.203286647796631 }, { "layer": "layer.43.self_attn.k_proj", "ppl": 5.203043460845947 }, { "layer": "layer.43.self_attn.v_proj", "ppl": 5.203082084655762 }, { "layer": "layer.43.self_attn.o_proj", "ppl": 5.203247547149658 }, { "layer": "layer.43.mlp.gate_proj", "ppl": 5.202759265899658 }, { "layer": "layer.43.mlp.up_proj", "ppl": 5.202443599700928 }, { "layer": "layer.43.mlp.down_proj", "ppl": 5.202763557434082 }, { "layer": "layer.44.self_attn.q_proj", "ppl": 5.203167915344238 }, { "layer": "layer.44.self_attn.k_proj", "ppl": 5.203051567077637 }, { "layer": "layer.44.self_attn.v_proj", "ppl": 5.203183174133301 }, { "layer": "layer.44.self_attn.o_proj", "ppl": 5.203115940093994 }, { "layer": "layer.44.mlp.gate_proj", "ppl": 5.202882289886475 }, { "layer": "layer.44.mlp.up_proj", "ppl": 5.202914714813232 }, { "layer": "layer.44.mlp.down_proj", "ppl": 5.203062534332275 }, { "layer": "layer.45.self_attn.q_proj", "ppl": 5.203167915344238 }, { "layer": "layer.45.self_attn.k_proj", "ppl": 5.203054904937744 }, { "layer": "layer.45.self_attn.v_proj", "ppl": 5.203206539154053 }, { "layer": "layer.45.self_attn.o_proj", "ppl": 5.202948093414307 }, { "layer": "layer.45.mlp.gate_proj", "ppl": 5.203073024749756 }, { "layer": "layer.45.mlp.up_proj", "ppl": 5.203044891357422 }, { "layer": "layer.45.mlp.down_proj", "ppl": 5.203184604644775 }, { "layer": "layer.46.self_attn.q_proj", "ppl": 5.202897071838379 }, { "layer": "layer.46.self_attn.k_proj", "ppl": 5.2030253410339355 }, { "layer": "layer.46.self_attn.v_proj", "ppl": 5.2028727531433105 }, { "layer": "layer.46.self_attn.o_proj", "ppl": 5.203285217285156 }, { "layer": "layer.46.mlp.gate_proj", "ppl": 5.2030463218688965 }, { "layer": "layer.46.mlp.up_proj", "ppl": 5.202821731567383 }, { "layer": "layer.46.mlp.down_proj", "ppl": 5.203044891357422 }, { "layer": "layer.47.self_attn.q_proj", "ppl": 5.202974319458008 }, { "layer": "layer.47.self_attn.k_proj", "ppl": 5.203086853027344 }, { "layer": "layer.47.self_attn.v_proj", "ppl": 5.2031145095825195 }, { "layer": "layer.47.self_attn.o_proj", "ppl": 5.202964782714844 }, { "layer": "layer.47.mlp.gate_proj", "ppl": 5.203180313110352 }, { "layer": "layer.47.mlp.up_proj", "ppl": 5.2032647132873535 }, { "layer": "layer.47.mlp.down_proj", "ppl": 5.202524185180664 }, { "layer": "layer.48.self_attn.q_proj", "ppl": 5.202917098999023 }, { "layer": "layer.48.self_attn.k_proj", "ppl": 5.202951431274414 }, { "layer": "layer.48.self_attn.v_proj", "ppl": 5.2028703689575195 }, { "layer": "layer.48.self_attn.o_proj", "ppl": 5.202918529510498 }, { "layer": "layer.48.mlp.gate_proj", "ppl": 5.202874660491943 }, { "layer": "layer.48.mlp.up_proj", "ppl": 5.2027387619018555 }, { "layer": "layer.48.mlp.down_proj", "ppl": 5.202902793884277 }, { "layer": "layer.49.self_attn.q_proj", "ppl": 5.203100204467773 }, { "layer": "layer.49.self_attn.k_proj", "ppl": 5.2029547691345215 }, { "layer": "layer.49.self_attn.v_proj", "ppl": 5.203114986419678 }, { "layer": "layer.49.self_attn.o_proj", "ppl": 5.203242301940918 }, { "layer": "layer.49.mlp.gate_proj", "ppl": 5.202805042266846 }, { "layer": "layer.49.mlp.up_proj", "ppl": 5.202892780303955 }, { "layer": "layer.49.mlp.down_proj", "ppl": 5.2027387619018555 }, { "layer": "layer.50.self_attn.q_proj", "ppl": 5.203103065490723 }, { "layer": "layer.50.self_attn.k_proj", "ppl": 5.203069686889648 }, { "layer": "layer.50.self_attn.v_proj", "ppl": 5.202734470367432 }, { "layer": "layer.50.self_attn.o_proj", "ppl": 5.202883720397949 }, { "layer": "layer.50.mlp.gate_proj", "ppl": 5.202706813812256 }, { "layer": "layer.50.mlp.up_proj", "ppl": 5.203239917755127 }, { "layer": "layer.50.mlp.down_proj", "ppl": 5.203064918518066 }, { "layer": "layer.51.self_attn.q_proj", "ppl": 5.202891826629639 }, { "layer": "layer.51.self_attn.k_proj", "ppl": 5.203163146972656 }, { "layer": "layer.51.self_attn.v_proj", "ppl": 5.203061103820801 }, { "layer": "layer.51.self_attn.o_proj", "ppl": 5.202796459197998 }, { "layer": "layer.51.mlp.gate_proj", "ppl": 5.202448844909668 }, { "layer": "layer.51.mlp.up_proj", "ppl": 5.20281457901001 }, { "layer": "layer.51.mlp.down_proj", "ppl": 5.202918529510498 }, { "layer": "layer.52.self_attn.q_proj", "ppl": 5.203017711639404 }, { "layer": "layer.52.self_attn.k_proj", "ppl": 5.2031073570251465 }, { "layer": "layer.52.self_attn.v_proj", "ppl": 5.20300817489624 }, { "layer": "layer.52.self_attn.o_proj", "ppl": 5.202907562255859 }, { "layer": "layer.52.mlp.gate_proj", "ppl": 5.203017711639404 }, { "layer": "layer.52.mlp.up_proj", "ppl": 5.202884674072266 }, { "layer": "layer.52.mlp.down_proj", "ppl": 5.20257568359375 }, { "layer": "layer.53.self_attn.q_proj", "ppl": 5.202930927276611 }, { "layer": "layer.53.self_attn.k_proj", "ppl": 5.202975749969482 }, { "layer": "layer.53.self_attn.v_proj", "ppl": 5.20302152633667 }, { "layer": "layer.53.self_attn.o_proj", "ppl": 5.202935695648193 }, { "layer": "layer.53.mlp.gate_proj", "ppl": 5.2025909423828125 }, { "layer": "layer.53.mlp.up_proj", "ppl": 5.203279495239258 }, { "layer": "layer.53.mlp.down_proj", "ppl": 5.203244686126709 }, { "layer": "layer.54.self_attn.q_proj", "ppl": 5.203164100646973 }, { "layer": "layer.54.self_attn.k_proj", "ppl": 5.202944755554199 }, { "layer": "layer.54.self_attn.v_proj", "ppl": 5.202893257141113 }, { "layer": "layer.54.self_attn.o_proj", "ppl": 5.203187942504883 }, { "layer": "layer.54.mlp.gate_proj", "ppl": 5.202462673187256 }, { "layer": "layer.54.mlp.up_proj", "ppl": 5.202667713165283 }, { "layer": "layer.54.mlp.down_proj", "ppl": 5.202546119689941 }, { "layer": "layer.55.self_attn.q_proj", "ppl": 5.202910423278809 }, { "layer": "layer.55.self_attn.k_proj", "ppl": 5.202991485595703 }, { "layer": "layer.55.self_attn.v_proj", "ppl": 5.203025817871094 }, { "layer": "layer.55.self_attn.o_proj", "ppl": 5.203057289123535 }, { "layer": "layer.55.mlp.gate_proj", "ppl": 5.2021260261535645 }, { "layer": "layer.55.mlp.up_proj", "ppl": 5.202838897705078 }, { "layer": "layer.55.mlp.down_proj", "ppl": 5.2028069496154785 }, { "layer": "layer.56.self_attn.q_proj", "ppl": 5.202973365783691 }, { "layer": "layer.56.self_attn.k_proj", "ppl": 5.20297908782959 }, { "layer": "layer.56.self_attn.v_proj", "ppl": 5.2027587890625 }, { "layer": "layer.56.self_attn.o_proj", "ppl": 5.203010559082031 }, { "layer": "layer.56.mlp.gate_proj", "ppl": 5.202447414398193 }, { "layer": "layer.56.mlp.up_proj", "ppl": 5.202890396118164 }, { "layer": "layer.56.mlp.down_proj", "ppl": 5.202459812164307 }, { "layer": "layer.57.self_attn.q_proj", "ppl": 5.203054428100586 }, { "layer": "layer.57.self_attn.k_proj", "ppl": 5.203097343444824 }, { "layer": "layer.57.self_attn.v_proj", "ppl": 5.202920913696289 }, { "layer": "layer.57.self_attn.o_proj", "ppl": 5.203006744384766 }, { "layer": "layer.57.mlp.gate_proj", "ppl": 5.202615737915039 }, { "layer": "layer.57.mlp.up_proj", "ppl": 5.2029619216918945 }, { "layer": "layer.57.mlp.down_proj", "ppl": 5.202927112579346 }, { "layer": "layer.58.self_attn.q_proj", "ppl": 5.203096389770508 }, { "layer": "layer.58.self_attn.k_proj", "ppl": 5.203017711639404 }, { "layer": "layer.58.self_attn.v_proj", "ppl": 5.202982425689697 }, { "layer": "layer.58.self_attn.o_proj", "ppl": 5.202962875366211 }, { "layer": "layer.58.mlp.gate_proj", "ppl": 5.202075004577637 }, { "layer": "layer.58.mlp.up_proj", "ppl": 5.202776908874512 }, { "layer": "layer.58.mlp.down_proj", "ppl": 5.202432155609131 }, { "layer": "layer.59.self_attn.q_proj", "ppl": 5.202998161315918 }, { "layer": "layer.59.self_attn.k_proj", "ppl": 5.202829360961914 }, { "layer": "layer.59.self_attn.v_proj", "ppl": 5.202932357788086 }, { "layer": "layer.59.self_attn.o_proj", "ppl": 5.202805995941162 }, { "layer": "layer.59.mlp.gate_proj", "ppl": 5.202357292175293 }, { "layer": "layer.59.mlp.up_proj", "ppl": 5.202587604522705 }, { "layer": "layer.59.mlp.down_proj", "ppl": 5.2028937339782715 }, { "layer": "layer.60.self_attn.q_proj", "ppl": 5.202951431274414 }, { "layer": "layer.60.self_attn.k_proj", "ppl": 5.202849864959717 }, { "layer": "layer.60.self_attn.v_proj", "ppl": 5.202822208404541 }, { "layer": "layer.60.self_attn.o_proj", "ppl": 5.20290994644165 }, { "layer": "layer.60.mlp.gate_proj", "ppl": 5.202552795410156 }, { "layer": "layer.60.mlp.up_proj", "ppl": 5.203030109405518 }, { "layer": "layer.60.mlp.down_proj", "ppl": 5.2025628089904785 }, { "layer": "layer.61.self_attn.q_proj", "ppl": 5.203048229217529 }, { "layer": "layer.61.self_attn.k_proj", "ppl": 5.203044891357422 }, { "layer": "layer.61.self_attn.v_proj", "ppl": 5.2028679847717285 }, { "layer": "layer.61.self_attn.o_proj", "ppl": 5.203105926513672 }, { "layer": "layer.61.mlp.gate_proj", "ppl": 5.202227592468262 }, { "layer": "layer.61.mlp.up_proj", "ppl": 5.2027587890625 }, { "layer": "layer.61.mlp.down_proj", "ppl": 5.202706813812256 }, { "layer": "layer.62.self_attn.q_proj", "ppl": 5.203166484832764 }, { "layer": "layer.62.self_attn.k_proj", "ppl": 5.2034592628479 }, { "layer": "layer.62.self_attn.v_proj", "ppl": 5.202990531921387 }, { "layer": "layer.62.self_attn.o_proj", "ppl": 5.203051567077637 }, { "layer": "layer.62.mlp.gate_proj", "ppl": 5.202303409576416 }, { "layer": "layer.62.mlp.up_proj", "ppl": 5.2023773193359375 }, { "layer": "layer.62.mlp.down_proj", "ppl": 5.202515125274658 }, { "layer": "layer.63.self_attn.q_proj", "ppl": 5.202803134918213 }, { "layer": "layer.63.self_attn.k_proj", "ppl": 5.202943801879883 }, { "layer": "layer.63.self_attn.v_proj", "ppl": 5.203207492828369 }, { "layer": "layer.63.self_attn.o_proj", "ppl": 5.2030768394470215 }, { "layer": "layer.63.mlp.gate_proj", "ppl": 5.201821804046631 }, { "layer": "layer.63.mlp.up_proj", "ppl": 5.2013678550720215 }, { "layer": "layer.63.mlp.down_proj", "ppl": 5.201237678527832 } ] }, { "bit": 10, "ppls": [ { "layer": "layer.0.self_attn.q_proj", "ppl": 5.172210693359375 }, { "layer": "layer.0.self_attn.k_proj", "ppl": 5.172141075134277 }, { "layer": "layer.0.self_attn.v_proj", "ppl": 5.172301292419434 }, { "layer": "layer.0.self_attn.o_proj", "ppl": 5.171691417694092 }, { "layer": "layer.0.mlp.gate_proj", "ppl": 5.1722412109375 }, { "layer": "layer.0.mlp.up_proj", "ppl": 5.1720099449157715 }, { "layer": "layer.0.mlp.down_proj", "ppl": 5.172477722167969 }, { "layer": "layer.1.self_attn.q_proj", "ppl": 5.172130107879639 }, { "layer": "layer.1.self_attn.k_proj", "ppl": 5.17219352722168 }, { "layer": "layer.1.self_attn.v_proj", "ppl": 5.172271728515625 }, { "layer": "layer.1.self_attn.o_proj", "ppl": 5.172245502471924 }, { "layer": "layer.1.mlp.gate_proj", "ppl": 5.172252655029297 }, { "layer": "layer.1.mlp.up_proj", "ppl": 5.172267913818359 }, { "layer": "layer.1.mlp.down_proj", "ppl": 5.172187805175781 }, { "layer": "layer.2.self_attn.q_proj", "ppl": 5.172285556793213 }, { "layer": "layer.2.self_attn.k_proj", "ppl": 5.172175884246826 }, { "layer": "layer.2.self_attn.v_proj", "ppl": 5.1720709800720215 }, { "layer": "layer.2.self_attn.o_proj", "ppl": 5.172142505645752 }, { "layer": "layer.2.mlp.gate_proj", "ppl": 5.172281742095947 }, { "layer": "layer.2.mlp.up_proj", "ppl": 5.172450542449951 }, { "layer": "layer.2.mlp.down_proj", "ppl": 5.1722187995910645 }, { "layer": "layer.3.self_attn.q_proj", "ppl": 5.172070026397705 }, { "layer": "layer.3.self_attn.k_proj", "ppl": 5.172073841094971 }, { "layer": "layer.3.self_attn.v_proj", "ppl": 5.172264575958252 }, { "layer": "layer.3.self_attn.o_proj", "ppl": 5.172006607055664 }, { "layer": "layer.3.mlp.gate_proj", "ppl": 5.172194004058838 }, { "layer": "layer.3.mlp.up_proj", "ppl": 5.172312259674072 }, { "layer": "layer.3.mlp.down_proj", "ppl": 5.172134876251221 }, { "layer": "layer.4.self_attn.q_proj", "ppl": 5.172269344329834 }, { "layer": "layer.4.self_attn.k_proj", "ppl": 5.171967029571533 }, { "layer": "layer.4.self_attn.v_proj", "ppl": 5.172109127044678 }, { "layer": "layer.4.self_attn.o_proj", "ppl": 5.172257900238037 }, { "layer": "layer.4.mlp.gate_proj", "ppl": 5.172285556793213 }, { "layer": "layer.4.mlp.up_proj", "ppl": 5.172207832336426 }, { "layer": "layer.4.mlp.down_proj", "ppl": 5.171986103057861 }, { "layer": "layer.5.self_attn.q_proj", "ppl": 5.172187805175781 }, { "layer": "layer.5.self_attn.k_proj", "ppl": 5.172102928161621 }, { "layer": "layer.5.self_attn.v_proj", "ppl": 5.172064304351807 }, { "layer": "layer.5.self_attn.o_proj", "ppl": 5.17227029800415 }, { "layer": "layer.5.mlp.gate_proj", "ppl": 5.172358512878418 }, { "layer": "layer.5.mlp.up_proj", "ppl": 5.172229766845703 }, { "layer": "layer.5.mlp.down_proj", "ppl": 5.171863555908203 }, { "layer": "layer.6.self_attn.q_proj", "ppl": 5.172196388244629 }, { "layer": "layer.6.self_attn.k_proj", "ppl": 5.172274589538574 }, { "layer": "layer.6.self_attn.v_proj", "ppl": 5.172145366668701 }, { "layer": "layer.6.self_attn.o_proj", "ppl": 5.172316074371338 }, { "layer": "layer.6.mlp.gate_proj", "ppl": 5.171957015991211 }, { "layer": "layer.6.mlp.up_proj", "ppl": 5.171957969665527 }, { "layer": "layer.6.mlp.down_proj", "ppl": 5.172053337097168 }, { "layer": "layer.7.self_attn.q_proj", "ppl": 5.172155857086182 }, { "layer": "layer.7.self_attn.k_proj", "ppl": 5.172158718109131 }, { "layer": "layer.7.self_attn.v_proj", "ppl": 5.172147274017334 }, { "layer": "layer.7.self_attn.o_proj", "ppl": 5.17213249206543 }, { "layer": "layer.7.mlp.gate_proj", "ppl": 5.172364234924316 }, { "layer": "layer.7.mlp.up_proj", "ppl": 5.172110080718994 }, { "layer": "layer.7.mlp.down_proj", "ppl": 5.172147750854492 }, { "layer": "layer.8.self_attn.q_proj", "ppl": 5.172115325927734 }, { "layer": "layer.8.self_attn.k_proj", "ppl": 5.1721906661987305 }, { "layer": "layer.8.self_attn.v_proj", "ppl": 5.1721696853637695 }, { "layer": "layer.8.self_attn.o_proj", "ppl": 5.172305107116699 }, { "layer": "layer.8.mlp.gate_proj", "ppl": 5.1721014976501465 }, { "layer": "layer.8.mlp.up_proj", "ppl": 5.172310829162598 }, { "layer": "layer.8.mlp.down_proj", "ppl": 5.172142505645752 }, { "layer": "layer.9.self_attn.q_proj", "ppl": 5.172228813171387 }, { "layer": "layer.9.self_attn.k_proj", "ppl": 5.172274112701416 }, { "layer": "layer.9.self_attn.v_proj", "ppl": 5.1721649169921875 }, { "layer": "layer.9.self_attn.o_proj", "ppl": 5.172142505645752 }, { "layer": "layer.9.mlp.gate_proj", "ppl": 5.172181606292725 }, { "layer": "layer.9.mlp.up_proj", "ppl": 5.172183990478516 }, { "layer": "layer.9.mlp.down_proj", "ppl": 5.172103404998779 }, { "layer": "layer.10.self_attn.q_proj", "ppl": 5.172313213348389 }, { "layer": "layer.10.self_attn.k_proj", "ppl": 5.172152996063232 }, { "layer": "layer.10.self_attn.v_proj", "ppl": 5.172242641448975 }, { "layer": "layer.10.self_attn.o_proj", "ppl": 5.17236328125 }, { "layer": "layer.10.mlp.gate_proj", "ppl": 5.17195463180542 }, { "layer": "layer.10.mlp.up_proj", "ppl": 5.172196388244629 }, { "layer": "layer.10.mlp.down_proj", "ppl": 5.172063827514648 }, { "layer": "layer.11.self_attn.q_proj", "ppl": 5.172201633453369 }, { "layer": "layer.11.self_attn.k_proj", "ppl": 5.172274589538574 }, { "layer": "layer.11.self_attn.v_proj", "ppl": 5.172307014465332 }, { "layer": "layer.11.self_attn.o_proj", "ppl": 5.172298431396484 }, { "layer": "layer.11.mlp.gate_proj", "ppl": 5.1722235679626465 }, { "layer": "layer.11.mlp.up_proj", "ppl": 5.172250270843506 }, { "layer": "layer.11.mlp.down_proj", "ppl": 5.172330379486084 }, { "layer": "layer.12.self_attn.q_proj", "ppl": 5.172178745269775 }, { "layer": "layer.12.self_attn.k_proj", "ppl": 5.172257900238037 }, { "layer": "layer.12.self_attn.v_proj", "ppl": 5.172195911407471 }, { "layer": "layer.12.self_attn.o_proj", "ppl": 5.172173023223877 }, { "layer": "layer.12.mlp.gate_proj", "ppl": 5.172232627868652 }, { "layer": "layer.12.mlp.up_proj", "ppl": 5.1720404624938965 }, { "layer": "layer.12.mlp.down_proj", "ppl": 5.172179222106934 }, { "layer": "layer.13.self_attn.q_proj", "ppl": 5.172046184539795 }, { "layer": "layer.13.self_attn.k_proj", "ppl": 5.172262191772461 }, { "layer": "layer.13.self_attn.v_proj", "ppl": 5.172256946563721 }, { "layer": "layer.13.self_attn.o_proj", "ppl": 5.172069549560547 }, { "layer": "layer.13.mlp.gate_proj", "ppl": 5.172277927398682 }, { "layer": "layer.13.mlp.up_proj", "ppl": 5.172267436981201 }, { "layer": "layer.13.mlp.down_proj", "ppl": 5.1718549728393555 }, { "layer": "layer.14.self_attn.q_proj", "ppl": 5.172040939331055 }, { "layer": "layer.14.self_attn.k_proj", "ppl": 5.172276020050049 }, { "layer": "layer.14.self_attn.v_proj", "ppl": 5.172130584716797 }, { "layer": "layer.14.self_attn.o_proj", "ppl": 5.171991348266602 }, { "layer": "layer.14.mlp.gate_proj", "ppl": 5.1720476150512695 }, { "layer": "layer.14.mlp.up_proj", "ppl": 5.171830177307129 }, { "layer": "layer.14.mlp.down_proj", "ppl": 5.172309398651123 }, { "layer": "layer.15.self_attn.q_proj", "ppl": 5.17217493057251 }, { "layer": "layer.15.self_attn.k_proj", "ppl": 5.172253608703613 }, { "layer": "layer.15.self_attn.v_proj", "ppl": 5.172068119049072 }, { "layer": "layer.15.self_attn.o_proj", "ppl": 5.172159194946289 }, { "layer": "layer.15.mlp.gate_proj", "ppl": 5.172004699707031 }, { "layer": "layer.15.mlp.up_proj", "ppl": 5.172418117523193 }, { "layer": "layer.15.mlp.down_proj", "ppl": 5.17211389541626 }, { "layer": "layer.16.self_attn.q_proj", "ppl": 5.1722846031188965 }, { "layer": "layer.16.self_attn.k_proj", "ppl": 5.172310829162598 }, { "layer": "layer.16.self_attn.v_proj", "ppl": 5.172165870666504 }, { "layer": "layer.16.self_attn.o_proj", "ppl": 5.172118663787842 }, { "layer": "layer.16.mlp.gate_proj", "ppl": 5.172399520874023 }, { "layer": "layer.16.mlp.up_proj", "ppl": 5.172162055969238 }, { "layer": "layer.16.mlp.down_proj", "ppl": 5.171990394592285 }, { "layer": "layer.17.self_attn.q_proj", "ppl": 5.172288417816162 }, { "layer": "layer.17.self_attn.k_proj", "ppl": 5.1721906661987305 }, { "layer": "layer.17.self_attn.v_proj", "ppl": 5.172176837921143 }, { "layer": "layer.17.self_attn.o_proj", "ppl": 5.171942710876465 }, { "layer": "layer.17.mlp.gate_proj", "ppl": 5.172423362731934 }, { "layer": "layer.17.mlp.up_proj", "ppl": 5.172011375427246 }, { "layer": "layer.17.mlp.down_proj", "ppl": 5.1720290184021 }, { "layer": "layer.18.self_attn.q_proj", "ppl": 5.1723432540893555 }, { "layer": "layer.18.self_attn.k_proj", "ppl": 5.172299861907959 }, { "layer": "layer.18.self_attn.v_proj", "ppl": 5.1719770431518555 }, { "layer": "layer.18.self_attn.o_proj", "ppl": 5.172048568725586 }, { "layer": "layer.18.mlp.gate_proj", "ppl": 5.1724066734313965 }, { "layer": "layer.18.mlp.up_proj", "ppl": 5.171864032745361 }, { "layer": "layer.18.mlp.down_proj", "ppl": 5.1723313331604 }, { "layer": "layer.19.self_attn.q_proj", "ppl": 5.1720781326293945 }, { "layer": "layer.19.self_attn.k_proj", "ppl": 5.172112941741943 }, { "layer": "layer.19.self_attn.v_proj", "ppl": 5.172391891479492 }, { "layer": "layer.19.self_attn.o_proj", "ppl": 5.172179222106934 }, { "layer": "layer.19.mlp.gate_proj", "ppl": 5.172008991241455 }, { "layer": "layer.19.mlp.up_proj", "ppl": 5.172595977783203 }, { "layer": "layer.19.mlp.down_proj", "ppl": 5.172058582305908 }, { "layer": "layer.20.self_attn.q_proj", "ppl": 5.172132968902588 }, { "layer": "layer.20.self_attn.k_proj", "ppl": 5.172211647033691 }, { "layer": "layer.20.self_attn.v_proj", "ppl": 5.172198295593262 }, { "layer": "layer.20.self_attn.o_proj", "ppl": 5.171965599060059 }, { "layer": "layer.20.mlp.gate_proj", "ppl": 5.172200679779053 }, { "layer": "layer.20.mlp.up_proj", "ppl": 5.172445774078369 }, { "layer": "layer.20.mlp.down_proj", "ppl": 5.172503471374512 }, { "layer": "layer.21.self_attn.q_proj", "ppl": 5.172128677368164 }, { "layer": "layer.21.self_attn.k_proj", "ppl": 5.172323226928711 }, { "layer": "layer.21.self_attn.v_proj", "ppl": 5.171922206878662 }, { "layer": "layer.21.self_attn.o_proj", "ppl": 5.172377586364746 }, { "layer": "layer.21.mlp.gate_proj", "ppl": 5.172024250030518 }, { "layer": "layer.21.mlp.up_proj", "ppl": 5.172678470611572 }, { "layer": "layer.21.mlp.down_proj", "ppl": 5.172281742095947 }, { "layer": "layer.22.self_attn.q_proj", "ppl": 5.172152996063232 }, { "layer": "layer.22.self_attn.k_proj", "ppl": 5.172183513641357 }, { "layer": "layer.22.self_attn.v_proj", "ppl": 5.172282695770264 }, { "layer": "layer.22.self_attn.o_proj", "ppl": 5.172179222106934 }, { "layer": "layer.22.mlp.gate_proj", "ppl": 5.172459602355957 }, { "layer": "layer.22.mlp.up_proj", "ppl": 5.1719770431518555 }, { "layer": "layer.22.mlp.down_proj", "ppl": 5.172252178192139 }, { "layer": "layer.23.self_attn.q_proj", "ppl": 5.172286033630371 }, { "layer": "layer.23.self_attn.k_proj", "ppl": 5.172199249267578 }, { "layer": "layer.23.self_attn.v_proj", "ppl": 5.172055721282959 }, { "layer": "layer.23.self_attn.o_proj", "ppl": 5.1722612380981445 }, { "layer": "layer.23.mlp.gate_proj", "ppl": 5.172039031982422 }, { "layer": "layer.23.mlp.up_proj", "ppl": 5.1719279289245605 }, { "layer": "layer.23.mlp.down_proj", "ppl": 5.172221660614014 }, { "layer": "layer.24.self_attn.q_proj", "ppl": 5.172176837921143 }, { "layer": "layer.24.self_attn.k_proj", "ppl": 5.172221660614014 }, { "layer": "layer.24.self_attn.v_proj", "ppl": 5.172206401824951 }, { "layer": "layer.24.self_attn.o_proj", "ppl": 5.172123908996582 }, { "layer": "layer.24.mlp.gate_proj", "ppl": 5.172402381896973 }, { "layer": "layer.24.mlp.up_proj", "ppl": 5.172389030456543 }, { "layer": "layer.24.mlp.down_proj", "ppl": 5.171926021575928 }, { "layer": "layer.25.self_attn.q_proj", "ppl": 5.172281265258789 }, { "layer": "layer.25.self_attn.k_proj", "ppl": 5.172261714935303 }, { "layer": "layer.25.self_attn.v_proj", "ppl": 5.172232627868652 }, { "layer": "layer.25.self_attn.o_proj", "ppl": 5.17232608795166 }, { "layer": "layer.25.mlp.gate_proj", "ppl": 5.172111511230469 }, { "layer": "layer.25.mlp.up_proj", "ppl": 5.17204475402832 }, { "layer": "layer.25.mlp.down_proj", "ppl": 5.172490119934082 }, { "layer": "layer.26.self_attn.q_proj", "ppl": 5.172243595123291 }, { "layer": "layer.26.self_attn.k_proj", "ppl": 5.172385215759277 }, { "layer": "layer.26.self_attn.v_proj", "ppl": 5.172199249267578 }, { "layer": "layer.26.self_attn.o_proj", "ppl": 5.172385215759277 }, { "layer": "layer.26.mlp.gate_proj", "ppl": 5.172218322753906 }, { "layer": "layer.26.mlp.up_proj", "ppl": 5.172552108764648 }, { "layer": "layer.26.mlp.down_proj", "ppl": 5.172421932220459 }, { "layer": "layer.27.self_attn.q_proj", "ppl": 5.172153949737549 }, { "layer": "layer.27.self_attn.k_proj", "ppl": 5.172289848327637 }, { "layer": "layer.27.self_attn.v_proj", "ppl": 5.171938419342041 }, { "layer": "layer.27.self_attn.o_proj", "ppl": 5.172060966491699 }, { "layer": "layer.27.mlp.gate_proj", "ppl": 5.172435760498047 }, { "layer": "layer.27.mlp.up_proj", "ppl": 5.172101974487305 }, { "layer": "layer.27.mlp.down_proj", "ppl": 5.172368049621582 }, { "layer": "layer.28.self_attn.q_proj", "ppl": 5.172458171844482 }, { "layer": "layer.28.self_attn.k_proj", "ppl": 5.1722211837768555 }, { "layer": "layer.28.self_attn.v_proj", "ppl": 5.172060966491699 }, { "layer": "layer.28.self_attn.o_proj", "ppl": 5.172297954559326 }, { "layer": "layer.28.mlp.gate_proj", "ppl": 5.17215633392334 }, { "layer": "layer.28.mlp.up_proj", "ppl": 5.172192096710205 }, { "layer": "layer.28.mlp.down_proj", "ppl": 5.172149658203125 }, { "layer": "layer.29.self_attn.q_proj", "ppl": 5.172214984893799 }, { "layer": "layer.29.self_attn.k_proj", "ppl": 5.172198295593262 }, { "layer": "layer.29.self_attn.v_proj", "ppl": 5.172183990478516 }, { "layer": "layer.29.self_attn.o_proj", "ppl": 5.1718244552612305 }, { "layer": "layer.29.mlp.gate_proj", "ppl": 5.172277927398682 }, { "layer": "layer.29.mlp.up_proj", "ppl": 5.172232627868652 }, { "layer": "layer.29.mlp.down_proj", "ppl": 5.172022819519043 }, { "layer": "layer.30.self_attn.q_proj", "ppl": 5.172186851501465 }, { "layer": "layer.30.self_attn.k_proj", "ppl": 5.172152042388916 }, { "layer": "layer.30.self_attn.v_proj", "ppl": 5.172107696533203 }, { "layer": "layer.30.self_attn.o_proj", "ppl": 5.171878337860107 }, { "layer": "layer.30.mlp.gate_proj", "ppl": 5.172008037567139 }, { "layer": "layer.30.mlp.up_proj", "ppl": 5.172363758087158 }, { "layer": "layer.30.mlp.down_proj", "ppl": 5.172084331512451 }, { "layer": "layer.31.self_attn.q_proj", "ppl": 5.172036170959473 }, { "layer": "layer.31.self_attn.k_proj", "ppl": 5.17222261428833 }, { "layer": "layer.31.self_attn.v_proj", "ppl": 5.172147750854492 }, { "layer": "layer.31.self_attn.o_proj", "ppl": 5.172109127044678 }, { "layer": "layer.31.mlp.gate_proj", "ppl": 5.171848773956299 }, { "layer": "layer.31.mlp.up_proj", "ppl": 5.172015190124512 }, { "layer": "layer.31.mlp.down_proj", "ppl": 5.172133922576904 }, { "layer": "layer.32.self_attn.q_proj", "ppl": 5.172267436981201 }, { "layer": "layer.32.self_attn.k_proj", "ppl": 5.172174453735352 }, { "layer": "layer.32.self_attn.v_proj", "ppl": 5.172162055969238 }, { "layer": "layer.32.self_attn.o_proj", "ppl": 5.172433853149414 }, { "layer": "layer.32.mlp.gate_proj", "ppl": 5.172271251678467 }, { "layer": "layer.32.mlp.up_proj", "ppl": 5.17188024520874 }, { "layer": "layer.32.mlp.down_proj", "ppl": 5.172016620635986 }, { "layer": "layer.33.self_attn.q_proj", "ppl": 5.172224521636963 }, { "layer": "layer.33.self_attn.k_proj", "ppl": 5.172525405883789 }, { "layer": "layer.33.self_attn.v_proj", "ppl": 5.172019004821777 }, { "layer": "layer.33.self_attn.o_proj", "ppl": 5.172071933746338 }, { "layer": "layer.33.mlp.gate_proj", "ppl": 5.172239780426025 }, { "layer": "layer.33.mlp.up_proj", "ppl": 5.1720404624938965 }, { "layer": "layer.33.mlp.down_proj", "ppl": 5.172676086425781 }, { "layer": "layer.34.self_attn.q_proj", "ppl": 5.17227840423584 }, { "layer": "layer.34.self_attn.k_proj", "ppl": 5.172089099884033 }, { "layer": "layer.34.self_attn.v_proj", "ppl": 5.172283172607422 }, { "layer": "layer.34.self_attn.o_proj", "ppl": 5.172143936157227 }, { "layer": "layer.34.mlp.gate_proj", "ppl": 5.172022819519043 }, { "layer": "layer.34.mlp.up_proj", "ppl": 5.172426223754883 }, { "layer": "layer.34.mlp.down_proj", "ppl": 5.1723246574401855 }, { "layer": "layer.35.self_attn.q_proj", "ppl": 5.171977996826172 }, { "layer": "layer.35.self_attn.k_proj", "ppl": 5.172245502471924 }, { "layer": "layer.35.self_attn.v_proj", "ppl": 5.17235803604126 }, { "layer": "layer.35.self_attn.o_proj", "ppl": 5.172234535217285 }, { "layer": "layer.35.mlp.gate_proj", "ppl": 5.1722211837768555 }, { "layer": "layer.35.mlp.up_proj", "ppl": 5.172295093536377 }, { "layer": "layer.35.mlp.down_proj", "ppl": 5.172101974487305 }, { "layer": "layer.36.self_attn.q_proj", "ppl": 5.172012805938721 }, { "layer": "layer.36.self_attn.k_proj", "ppl": 5.172196388244629 }, { "layer": "layer.36.self_attn.v_proj", "ppl": 5.172083377838135 }, { "layer": "layer.36.self_attn.o_proj", "ppl": 5.1719889640808105 }, { "layer": "layer.36.mlp.gate_proj", "ppl": 5.17177152633667 }, { "layer": "layer.36.mlp.up_proj", "ppl": 5.171850681304932 }, { "layer": "layer.36.mlp.down_proj", "ppl": 5.172511577606201 }, { "layer": "layer.37.self_attn.q_proj", "ppl": 5.172186851501465 }, { "layer": "layer.37.self_attn.k_proj", "ppl": 5.172065258026123 }, { "layer": "layer.37.self_attn.v_proj", "ppl": 5.172118663787842 }, { "layer": "layer.37.self_attn.o_proj", "ppl": 5.172232627868652 }, { "layer": "layer.37.mlp.gate_proj", "ppl": 5.172259330749512 }, { "layer": "layer.37.mlp.up_proj", "ppl": 5.172044277191162 }, { "layer": "layer.37.mlp.down_proj", "ppl": 5.172361850738525 }, { "layer": "layer.38.self_attn.q_proj", "ppl": 5.172320365905762 }, { "layer": "layer.38.self_attn.k_proj", "ppl": 5.171989440917969 }, { "layer": "layer.38.self_attn.v_proj", "ppl": 5.172410011291504 }, { "layer": "layer.38.self_attn.o_proj", "ppl": 5.172027587890625 }, { "layer": "layer.38.mlp.gate_proj", "ppl": 5.172065258026123 }, { "layer": "layer.38.mlp.up_proj", "ppl": 5.172214984893799 }, { "layer": "layer.38.mlp.down_proj", "ppl": 5.172043323516846 }, { "layer": "layer.39.self_attn.q_proj", "ppl": 5.172430515289307 }, { "layer": "layer.39.self_attn.k_proj", "ppl": 5.172302722930908 }, { "layer": "layer.39.self_attn.v_proj", "ppl": 5.172558784484863 }, { "layer": "layer.39.self_attn.o_proj", "ppl": 5.172366142272949 }, { "layer": "layer.39.mlp.gate_proj", "ppl": 5.172158718109131 }, { "layer": "layer.39.mlp.up_proj", "ppl": 5.17238712310791 }, { "layer": "layer.39.mlp.down_proj", "ppl": 5.172882080078125 }, { "layer": "layer.40.self_attn.q_proj", "ppl": 5.1722846031188965 }, { "layer": "layer.40.self_attn.k_proj", "ppl": 5.172198295593262 }, { "layer": "layer.40.self_attn.v_proj", "ppl": 5.172168254852295 }, { "layer": "layer.40.self_attn.o_proj", "ppl": 5.171946048736572 }, { "layer": "layer.40.mlp.gate_proj", "ppl": 5.171951770782471 }, { "layer": "layer.40.mlp.up_proj", "ppl": 5.172204971313477 }, { "layer": "layer.40.mlp.down_proj", "ppl": 5.172051906585693 }, { "layer": "layer.41.self_attn.q_proj", "ppl": 5.171930313110352 }, { "layer": "layer.41.self_attn.k_proj", "ppl": 5.172272205352783 }, { "layer": "layer.41.self_attn.v_proj", "ppl": 5.172253608703613 }, { "layer": "layer.41.self_attn.o_proj", "ppl": 5.171956539154053 }, { "layer": "layer.41.mlp.gate_proj", "ppl": 5.17221212387085 }, { "layer": "layer.41.mlp.up_proj", "ppl": 5.171893119812012 }, { "layer": "layer.41.mlp.down_proj", "ppl": 5.171942710876465 }, { "layer": "layer.42.self_attn.q_proj", "ppl": 5.1722211837768555 }, { "layer": "layer.42.self_attn.k_proj", "ppl": 5.172233581542969 }, { "layer": "layer.42.self_attn.v_proj", "ppl": 5.17224645614624 }, { "layer": "layer.42.self_attn.o_proj", "ppl": 5.172267913818359 }, { "layer": "layer.42.mlp.gate_proj", "ppl": 5.17208194732666 }, { "layer": "layer.42.mlp.up_proj", "ppl": 5.172266483306885 }, { "layer": "layer.42.mlp.down_proj", "ppl": 5.171977996826172 }, { "layer": "layer.43.self_attn.q_proj", "ppl": 5.172387599945068 }, { "layer": "layer.43.self_attn.k_proj", "ppl": 5.17244815826416 }, { "layer": "layer.43.self_attn.v_proj", "ppl": 5.172479152679443 }, { "layer": "layer.43.self_attn.o_proj", "ppl": 5.172142505645752 }, { "layer": "layer.43.mlp.gate_proj", "ppl": 5.172164440155029 }, { "layer": "layer.43.mlp.up_proj", "ppl": 5.172429084777832 }, { "layer": "layer.43.mlp.down_proj", "ppl": 5.172629356384277 }, { "layer": "layer.44.self_attn.q_proj", "ppl": 5.1723833084106445 }, { "layer": "layer.44.self_attn.k_proj", "ppl": 5.172138214111328 }, { "layer": "layer.44.self_attn.v_proj", "ppl": 5.1720476150512695 }, { "layer": "layer.44.self_attn.o_proj", "ppl": 5.172534465789795 }, { "layer": "layer.44.mlp.gate_proj", "ppl": 5.172207832336426 }, { "layer": "layer.44.mlp.up_proj", "ppl": 5.172505855560303 }, { "layer": "layer.44.mlp.down_proj", "ppl": 5.172080993652344 }, { "layer": "layer.45.self_attn.q_proj", "ppl": 5.172239303588867 }, { "layer": "layer.45.self_attn.k_proj", "ppl": 5.172170639038086 }, { "layer": "layer.45.self_attn.v_proj", "ppl": 5.172349452972412 }, { "layer": "layer.45.self_attn.o_proj", "ppl": 5.172245025634766 }, { "layer": "layer.45.mlp.gate_proj", "ppl": 5.172130107879639 }, { "layer": "layer.45.mlp.up_proj", "ppl": 5.172259330749512 }, { "layer": "layer.45.mlp.down_proj", "ppl": 5.171814441680908 }, { "layer": "layer.46.self_attn.q_proj", "ppl": 5.1722259521484375 }, { "layer": "layer.46.self_attn.k_proj", "ppl": 5.172259330749512 }, { "layer": "layer.46.self_attn.v_proj", "ppl": 5.172407150268555 }, { "layer": "layer.46.self_attn.o_proj", "ppl": 5.172146320343018 }, { "layer": "layer.46.mlp.gate_proj", "ppl": 5.172229766845703 }, { "layer": "layer.46.mlp.up_proj", "ppl": 5.172214508056641 }, { "layer": "layer.46.mlp.down_proj", "ppl": 5.1719889640808105 }, { "layer": "layer.47.self_attn.q_proj", "ppl": 5.172259330749512 }, { "layer": "layer.47.self_attn.k_proj", "ppl": 5.172037601470947 }, { "layer": "layer.47.self_attn.v_proj", "ppl": 5.172287940979004 }, { "layer": "layer.47.self_attn.o_proj", "ppl": 5.172165870666504 }, { "layer": "layer.47.mlp.gate_proj", "ppl": 5.171998500823975 }, { "layer": "layer.47.mlp.up_proj", "ppl": 5.1721696853637695 }, { "layer": "layer.47.mlp.down_proj", "ppl": 5.17244815826416 }, { "layer": "layer.48.self_attn.q_proj", "ppl": 5.172372817993164 }, { "layer": "layer.48.self_attn.k_proj", "ppl": 5.172299861907959 }, { "layer": "layer.48.self_attn.v_proj", "ppl": 5.172364711761475 }, { "layer": "layer.48.self_attn.o_proj", "ppl": 5.172126770019531 }, { "layer": "layer.48.mlp.gate_proj", "ppl": 5.172391414642334 }, { "layer": "layer.48.mlp.up_proj", "ppl": 5.172363758087158 }, { "layer": "layer.48.mlp.down_proj", "ppl": 5.17230749130249 }, { "layer": "layer.49.self_attn.q_proj", "ppl": 5.172192573547363 }, { "layer": "layer.49.self_attn.k_proj", "ppl": 5.17209529876709 }, { "layer": "layer.49.self_attn.v_proj", "ppl": 5.172126770019531 }, { "layer": "layer.49.self_attn.o_proj", "ppl": 5.172062397003174 }, { "layer": "layer.49.mlp.gate_proj", "ppl": 5.172232627868652 }, { "layer": "layer.49.mlp.up_proj", "ppl": 5.172600746154785 }, { "layer": "layer.49.mlp.down_proj", "ppl": 5.172089099884033 }, { "layer": "layer.50.self_attn.q_proj", "ppl": 5.1722211837768555 }, { "layer": "layer.50.self_attn.k_proj", "ppl": 5.172260761260986 }, { "layer": "layer.50.self_attn.v_proj", "ppl": 5.172162055969238 }, { "layer": "layer.50.self_attn.o_proj", "ppl": 5.172142505645752 }, { "layer": "layer.50.mlp.gate_proj", "ppl": 5.171775817871094 }, { "layer": "layer.50.mlp.up_proj", "ppl": 5.171876430511475 }, { "layer": "layer.50.mlp.down_proj", "ppl": 5.171741485595703 }, { "layer": "layer.51.self_attn.q_proj", "ppl": 5.172163009643555 }, { "layer": "layer.51.self_attn.k_proj", "ppl": 5.172126293182373 }, { "layer": "layer.51.self_attn.v_proj", "ppl": 5.172126293182373 }, { "layer": "layer.51.self_attn.o_proj", "ppl": 5.1721577644348145 }, { "layer": "layer.51.mlp.gate_proj", "ppl": 5.17213249206543 }, { "layer": "layer.51.mlp.up_proj", "ppl": 5.172073841094971 }, { "layer": "layer.51.mlp.down_proj", "ppl": 5.172597408294678 }, { "layer": "layer.52.self_attn.q_proj", "ppl": 5.17223596572876 }, { "layer": "layer.52.self_attn.k_proj", "ppl": 5.172039031982422 }, { "layer": "layer.52.self_attn.v_proj", "ppl": 5.172183990478516 }, { "layer": "layer.52.self_attn.o_proj", "ppl": 5.172245502471924 }, { "layer": "layer.52.mlp.gate_proj", "ppl": 5.171650409698486 }, { "layer": "layer.52.mlp.up_proj", "ppl": 5.172071933746338 }, { "layer": "layer.52.mlp.down_proj", "ppl": 5.171968936920166 }, { "layer": "layer.53.self_attn.q_proj", "ppl": 5.172213077545166 }, { "layer": "layer.53.self_attn.k_proj", "ppl": 5.172186851501465 }, { "layer": "layer.53.self_attn.v_proj", "ppl": 5.172119617462158 }, { "layer": "layer.53.self_attn.o_proj", "ppl": 5.172267436981201 }, { "layer": "layer.53.mlp.gate_proj", "ppl": 5.171738147735596 }, { "layer": "layer.53.mlp.up_proj", "ppl": 5.171845436096191 }, { "layer": "layer.53.mlp.down_proj", "ppl": 5.171840190887451 }, { "layer": "layer.54.self_attn.q_proj", "ppl": 5.172179222106934 }, { "layer": "layer.54.self_attn.k_proj", "ppl": 5.172403812408447 }, { "layer": "layer.54.self_attn.v_proj", "ppl": 5.172204494476318 }, { "layer": "layer.54.self_attn.o_proj", "ppl": 5.172179222106934 }, { "layer": "layer.54.mlp.gate_proj", "ppl": 5.171991348266602 }, { "layer": "layer.54.mlp.up_proj", "ppl": 5.1721367835998535 }, { "layer": "layer.54.mlp.down_proj", "ppl": 5.1722283363342285 }, { "layer": "layer.55.self_attn.q_proj", "ppl": 5.1722731590271 }, { "layer": "layer.55.self_attn.k_proj", "ppl": 5.172228813171387 }, { "layer": "layer.55.self_attn.v_proj", "ppl": 5.1722283363342285 }, { "layer": "layer.55.self_attn.o_proj", "ppl": 5.172283172607422 }, { "layer": "layer.55.mlp.gate_proj", "ppl": 5.17185115814209 }, { "layer": "layer.55.mlp.up_proj", "ppl": 5.172257900238037 }, { "layer": "layer.55.mlp.down_proj", "ppl": 5.171899318695068 }, { "layer": "layer.56.self_attn.q_proj", "ppl": 5.172328472137451 }, { "layer": "layer.56.self_attn.k_proj", "ppl": 5.172274112701416 }, { "layer": "layer.56.self_attn.v_proj", "ppl": 5.1722412109375 }, { "layer": "layer.56.self_attn.o_proj", "ppl": 5.172400951385498 }, { "layer": "layer.56.mlp.gate_proj", "ppl": 5.171817779541016 }, { "layer": "layer.56.mlp.up_proj", "ppl": 5.1719279289245605 }, { "layer": "layer.56.mlp.down_proj", "ppl": 5.1720099449157715 }, { "layer": "layer.57.self_attn.q_proj", "ppl": 5.172216415405273 }, { "layer": "layer.57.self_attn.k_proj", "ppl": 5.1720380783081055 }, { "layer": "layer.57.self_attn.v_proj", "ppl": 5.172391891479492 }, { "layer": "layer.57.self_attn.o_proj", "ppl": 5.172303199768066 }, { "layer": "layer.57.mlp.gate_proj", "ppl": 5.171882629394531 }, { "layer": "layer.57.mlp.up_proj", "ppl": 5.172102928161621 }, { "layer": "layer.57.mlp.down_proj", "ppl": 5.171802520751953 }, { "layer": "layer.58.self_attn.q_proj", "ppl": 5.172305107116699 }, { "layer": "layer.58.self_attn.k_proj", "ppl": 5.172138214111328 }, { "layer": "layer.58.self_attn.v_proj", "ppl": 5.172207832336426 }, { "layer": "layer.58.self_attn.o_proj", "ppl": 5.172405242919922 }, { "layer": "layer.58.mlp.gate_proj", "ppl": 5.1720805168151855 }, { "layer": "layer.58.mlp.up_proj", "ppl": 5.171864032745361 }, { "layer": "layer.58.mlp.down_proj", "ppl": 5.171978950500488 }, { "layer": "layer.59.self_attn.q_proj", "ppl": 5.172276973724365 }, { "layer": "layer.59.self_attn.k_proj", "ppl": 5.172187805175781 }, { "layer": "layer.59.self_attn.v_proj", "ppl": 5.1721014976501465 }, { "layer": "layer.59.self_attn.o_proj", "ppl": 5.172349452972412 }, { "layer": "layer.59.mlp.gate_proj", "ppl": 5.17188835144043 }, { "layer": "layer.59.mlp.up_proj", "ppl": 5.172051906585693 }, { "layer": "layer.59.mlp.down_proj", "ppl": 5.171773433685303 }, { "layer": "layer.60.self_attn.q_proj", "ppl": 5.17228889465332 }, { "layer": "layer.60.self_attn.k_proj", "ppl": 5.17220401763916 }, { "layer": "layer.60.self_attn.v_proj", "ppl": 5.172233581542969 }, { "layer": "layer.60.self_attn.o_proj", "ppl": 5.172244071960449 }, { "layer": "layer.60.mlp.gate_proj", "ppl": 5.172039031982422 }, { "layer": "layer.60.mlp.up_proj", "ppl": 5.171935081481934 }, { "layer": "layer.60.mlp.down_proj", "ppl": 5.171944618225098 }, { "layer": "layer.61.self_attn.q_proj", "ppl": 5.17219352722168 }, { "layer": "layer.61.self_attn.k_proj", "ppl": 5.172187328338623 }, { "layer": "layer.61.self_attn.v_proj", "ppl": 5.172216415405273 }, { "layer": "layer.61.self_attn.o_proj", "ppl": 5.172100067138672 }, { "layer": "layer.61.mlp.gate_proj", "ppl": 5.172093391418457 }, { "layer": "layer.61.mlp.up_proj", "ppl": 5.172110080718994 }, { "layer": "layer.61.mlp.down_proj", "ppl": 5.171937465667725 }, { "layer": "layer.62.self_attn.q_proj", "ppl": 5.1720194816589355 }, { "layer": "layer.62.self_attn.k_proj", "ppl": 5.172501564025879 }, { "layer": "layer.62.self_attn.v_proj", "ppl": 5.172006607055664 }, { "layer": "layer.62.self_attn.o_proj", "ppl": 5.1722235679626465 }, { "layer": "layer.62.mlp.gate_proj", "ppl": 5.172016620635986 }, { "layer": "layer.62.mlp.up_proj", "ppl": 5.171970844268799 }, { "layer": "layer.62.mlp.down_proj", "ppl": 5.172058582305908 }, { "layer": "layer.63.self_attn.q_proj", "ppl": 5.172162055969238 }, { "layer": "layer.63.self_attn.k_proj", "ppl": 5.172115802764893 }, { "layer": "layer.63.self_attn.v_proj", "ppl": 5.172128200531006 }, { "layer": "layer.63.self_attn.o_proj", "ppl": 5.172274112701416 }, { "layer": "layer.63.mlp.gate_proj", "ppl": 5.17070198059082 }, { "layer": "layer.63.mlp.up_proj", "ppl": 5.1712965965271 }, { "layer": "layer.63.mlp.down_proj", "ppl": 5.171416282653809 } ] }, { "bit": 11, "ppls": [ { "layer": "layer.0.self_attn.q_proj", "ppl": 5.151134490966797 }, { "layer": "layer.0.self_attn.k_proj", "ppl": 5.15110445022583 }, { "layer": "layer.0.self_attn.v_proj", "ppl": 5.151295185089111 }, { "layer": "layer.0.self_attn.o_proj", "ppl": 5.151548385620117 }, { "layer": "layer.0.mlp.gate_proj", "ppl": 5.151278495788574 }, { "layer": "layer.0.mlp.up_proj", "ppl": 5.151281833648682 }, { "layer": "layer.0.mlp.down_proj", "ppl": 5.151285171508789 }, { "layer": "layer.1.self_attn.q_proj", "ppl": 5.15137243270874 }, { "layer": "layer.1.self_attn.k_proj", "ppl": 5.151407718658447 }, { "layer": "layer.1.self_attn.v_proj", "ppl": 5.151374816894531 }, { "layer": "layer.1.self_attn.o_proj", "ppl": 5.1515913009643555 }, { "layer": "layer.1.mlp.gate_proj", "ppl": 5.151367664337158 }, { "layer": "layer.1.mlp.up_proj", "ppl": 5.151379108428955 }, { "layer": "layer.1.mlp.down_proj", "ppl": 5.151331901550293 }, { "layer": "layer.2.self_attn.q_proj", "ppl": 5.15132999420166 }, { "layer": "layer.2.self_attn.k_proj", "ppl": 5.151278972625732 }, { "layer": "layer.2.self_attn.v_proj", "ppl": 5.151458263397217 }, { "layer": "layer.2.self_attn.o_proj", "ppl": 5.151131629943848 }, { "layer": "layer.2.mlp.gate_proj", "ppl": 5.1512980461120605 }, { "layer": "layer.2.mlp.up_proj", "ppl": 5.151205539703369 }, { "layer": "layer.2.mlp.down_proj", "ppl": 5.151540756225586 }, { "layer": "layer.3.self_attn.q_proj", "ppl": 5.1514105796813965 }, { "layer": "layer.3.self_attn.k_proj", "ppl": 5.151308536529541 }, { "layer": "layer.3.self_attn.v_proj", "ppl": 5.151071548461914 }, { "layer": "layer.3.self_attn.o_proj", "ppl": 5.151382923126221 }, { "layer": "layer.3.mlp.gate_proj", "ppl": 5.151237487792969 }, { "layer": "layer.3.mlp.up_proj", "ppl": 5.151456356048584 }, { "layer": "layer.3.mlp.down_proj", "ppl": 5.1514081954956055 }, { "layer": "layer.4.self_attn.q_proj", "ppl": 5.151363372802734 }, { "layer": "layer.4.self_attn.k_proj", "ppl": 5.151366233825684 }, { "layer": "layer.4.self_attn.v_proj", "ppl": 5.15129280090332 }, { "layer": "layer.4.self_attn.o_proj", "ppl": 5.151350021362305 }, { "layer": "layer.4.mlp.gate_proj", "ppl": 5.151334285736084 }, { "layer": "layer.4.mlp.up_proj", "ppl": 5.151476860046387 }, { "layer": "layer.4.mlp.down_proj", "ppl": 5.151277542114258 }, { "layer": "layer.5.self_attn.q_proj", "ppl": 5.151401996612549 }, { "layer": "layer.5.self_attn.k_proj", "ppl": 5.151401042938232 }, { "layer": "layer.5.self_attn.v_proj", "ppl": 5.151260852813721 }, { "layer": "layer.5.self_attn.o_proj", "ppl": 5.151306629180908 }, { "layer": "layer.5.mlp.gate_proj", "ppl": 5.151360034942627 }, { "layer": "layer.5.mlp.up_proj", "ppl": 5.151527404785156 }, { "layer": "layer.5.mlp.down_proj", "ppl": 5.1514081954956055 }, { "layer": "layer.6.self_attn.q_proj", "ppl": 5.1512579917907715 }, { "layer": "layer.6.self_attn.k_proj", "ppl": 5.151331901550293 }, { "layer": "layer.6.self_attn.v_proj", "ppl": 5.151497840881348 }, { "layer": "layer.6.self_attn.o_proj", "ppl": 5.151288986206055 }, { "layer": "layer.6.mlp.gate_proj", "ppl": 5.1513800621032715 }, { "layer": "layer.6.mlp.up_proj", "ppl": 5.151305198669434 }, { "layer": "layer.6.mlp.down_proj", "ppl": 5.151550769805908 }, { "layer": "layer.7.self_attn.q_proj", "ppl": 5.151260852813721 }, { "layer": "layer.7.self_attn.k_proj", "ppl": 5.151473522186279 }, { "layer": "layer.7.self_attn.v_proj", "ppl": 5.151122093200684 }, { "layer": "layer.7.self_attn.o_proj", "ppl": 5.151436805725098 }, { "layer": "layer.7.mlp.gate_proj", "ppl": 5.151571273803711 }, { "layer": "layer.7.mlp.up_proj", "ppl": 5.151607990264893 }, { "layer": "layer.7.mlp.down_proj", "ppl": 5.151191234588623 }, { "layer": "layer.8.self_attn.q_proj", "ppl": 5.151148796081543 }, { "layer": "layer.8.self_attn.k_proj", "ppl": 5.151159286499023 }, { "layer": "layer.8.self_attn.v_proj", "ppl": 5.151249885559082 }, { "layer": "layer.8.self_attn.o_proj", "ppl": 5.151273727416992 }, { "layer": "layer.8.mlp.gate_proj", "ppl": 5.151381969451904 }, { "layer": "layer.8.mlp.up_proj", "ppl": 5.151289939880371 }, { "layer": "layer.8.mlp.down_proj", "ppl": 5.151320934295654 }, { "layer": "layer.9.self_attn.q_proj", "ppl": 5.151460647583008 }, { "layer": "layer.9.self_attn.k_proj", "ppl": 5.15136194229126 }, { "layer": "layer.9.self_attn.v_proj", "ppl": 5.151405334472656 }, { "layer": "layer.9.self_attn.o_proj", "ppl": 5.151491641998291 }, { "layer": "layer.9.mlp.gate_proj", "ppl": 5.151394367218018 }, { "layer": "layer.9.mlp.up_proj", "ppl": 5.151592254638672 }, { "layer": "layer.9.mlp.down_proj", "ppl": 5.151650905609131 }, { "layer": "layer.10.self_attn.q_proj", "ppl": 5.1512579917907715 }, { "layer": "layer.10.self_attn.k_proj", "ppl": 5.151416301727295 }, { "layer": "layer.10.self_attn.v_proj", "ppl": 5.151293754577637 }, { "layer": "layer.10.self_attn.o_proj", "ppl": 5.151505470275879 }, { "layer": "layer.10.mlp.gate_proj", "ppl": 5.15140438079834 }, { "layer": "layer.10.mlp.up_proj", "ppl": 5.151273250579834 }, { "layer": "layer.10.mlp.down_proj", "ppl": 5.151521682739258 }, { "layer": "layer.11.self_attn.q_proj", "ppl": 5.151453495025635 }, { "layer": "layer.11.self_attn.k_proj", "ppl": 5.151369094848633 }, { "layer": "layer.11.self_attn.v_proj", "ppl": 5.151485443115234 }, { "layer": "layer.11.self_attn.o_proj", "ppl": 5.151107311248779 }, { "layer": "layer.11.mlp.gate_proj", "ppl": 5.151276111602783 }, { "layer": "layer.11.mlp.up_proj", "ppl": 5.151291370391846 }, { "layer": "layer.11.mlp.down_proj", "ppl": 5.151403903961182 }, { "layer": "layer.12.self_attn.q_proj", "ppl": 5.151242256164551 }, { "layer": "layer.12.self_attn.k_proj", "ppl": 5.151360988616943 }, { "layer": "layer.12.self_attn.v_proj", "ppl": 5.151313304901123 }, { "layer": "layer.12.self_attn.o_proj", "ppl": 5.151243209838867 }, { "layer": "layer.12.mlp.gate_proj", "ppl": 5.151329040527344 }, { "layer": "layer.12.mlp.up_proj", "ppl": 5.1516218185424805 }, { "layer": "layer.12.mlp.down_proj", "ppl": 5.151312351226807 }, { "layer": "layer.13.self_attn.q_proj", "ppl": 5.15137243270874 }, { "layer": "layer.13.self_attn.k_proj", "ppl": 5.1513590812683105 }, { "layer": "layer.13.self_attn.v_proj", "ppl": 5.151277542114258 }, { "layer": "layer.13.self_attn.o_proj", "ppl": 5.151351451873779 }, { "layer": "layer.13.mlp.gate_proj", "ppl": 5.151424407958984 }, { "layer": "layer.13.mlp.up_proj", "ppl": 5.151464462280273 }, { "layer": "layer.13.mlp.down_proj", "ppl": 5.151676177978516 }, { "layer": "layer.14.self_attn.q_proj", "ppl": 5.151312351226807 }, { "layer": "layer.14.self_attn.k_proj", "ppl": 5.151406764984131 }, { "layer": "layer.14.self_attn.v_proj", "ppl": 5.151315212249756 }, { "layer": "layer.14.self_attn.o_proj", "ppl": 5.151542663574219 }, { "layer": "layer.14.mlp.gate_proj", "ppl": 5.151305198669434 }, { "layer": "layer.14.mlp.up_proj", "ppl": 5.151519298553467 }, { "layer": "layer.14.mlp.down_proj", "ppl": 5.151312351226807 }, { "layer": "layer.15.self_attn.q_proj", "ppl": 5.151329517364502 }, { "layer": "layer.15.self_attn.k_proj", "ppl": 5.151355743408203 }, { "layer": "layer.15.self_attn.v_proj", "ppl": 5.15119743347168 }, { "layer": "layer.15.self_attn.o_proj", "ppl": 5.151454925537109 }, { "layer": "layer.15.mlp.gate_proj", "ppl": 5.1514410972595215 }, { "layer": "layer.15.mlp.up_proj", "ppl": 5.15123987197876 }, { "layer": "layer.15.mlp.down_proj", "ppl": 5.151265621185303 }, { "layer": "layer.16.self_attn.q_proj", "ppl": 5.151308059692383 }, { "layer": "layer.16.self_attn.k_proj", "ppl": 5.151460647583008 }, { "layer": "layer.16.self_attn.v_proj", "ppl": 5.151368618011475 }, { "layer": "layer.16.self_attn.o_proj", "ppl": 5.151333332061768 }, { "layer": "layer.16.mlp.gate_proj", "ppl": 5.151248455047607 }, { "layer": "layer.16.mlp.up_proj", "ppl": 5.151402950286865 }, { "layer": "layer.16.mlp.down_proj", "ppl": 5.151638507843018 }, { "layer": "layer.17.self_attn.q_proj", "ppl": 5.151399612426758 }, { "layer": "layer.17.self_attn.k_proj", "ppl": 5.15140438079834 }, { "layer": "layer.17.self_attn.v_proj", "ppl": 5.151472091674805 }, { "layer": "layer.17.self_attn.o_proj", "ppl": 5.151589870452881 }, { "layer": "layer.17.mlp.gate_proj", "ppl": 5.151331901550293 }, { "layer": "layer.17.mlp.up_proj", "ppl": 5.151497840881348 }, { "layer": "layer.17.mlp.down_proj", "ppl": 5.1514177322387695 }, { "layer": "layer.18.self_attn.q_proj", "ppl": 5.151238441467285 }, { "layer": "layer.18.self_attn.k_proj", "ppl": 5.151204586029053 }, { "layer": "layer.18.self_attn.v_proj", "ppl": 5.151524543762207 }, { "layer": "layer.18.self_attn.o_proj", "ppl": 5.15157413482666 }, { "layer": "layer.18.mlp.gate_proj", "ppl": 5.151151180267334 }, { "layer": "layer.18.mlp.up_proj", "ppl": 5.151717662811279 }, { "layer": "layer.18.mlp.down_proj", "ppl": 5.151606559753418 }, { "layer": "layer.19.self_attn.q_proj", "ppl": 5.151281833648682 }, { "layer": "layer.19.self_attn.k_proj", "ppl": 5.151443958282471 }, { "layer": "layer.19.self_attn.v_proj", "ppl": 5.151351451873779 }, { "layer": "layer.19.self_attn.o_proj", "ppl": 5.151371955871582 }, { "layer": "layer.19.mlp.gate_proj", "ppl": 5.151353359222412 }, { "layer": "layer.19.mlp.up_proj", "ppl": 5.1512532234191895 }, { "layer": "layer.19.mlp.down_proj", "ppl": 5.151508808135986 }, { "layer": "layer.20.self_attn.q_proj", "ppl": 5.151355743408203 }, { "layer": "layer.20.self_attn.k_proj", "ppl": 5.151371002197266 }, { "layer": "layer.20.self_attn.v_proj", "ppl": 5.1512675285339355 }, { "layer": "layer.20.self_attn.o_proj", "ppl": 5.151391983032227 }, { "layer": "layer.20.mlp.gate_proj", "ppl": 5.151406764984131 }, { "layer": "layer.20.mlp.up_proj", "ppl": 5.151368618011475 }, { "layer": "layer.20.mlp.down_proj", "ppl": 5.151308536529541 }, { "layer": "layer.21.self_attn.q_proj", "ppl": 5.151402950286865 }, { "layer": "layer.21.self_attn.k_proj", "ppl": 5.151217937469482 }, { "layer": "layer.21.self_attn.v_proj", "ppl": 5.151536464691162 }, { "layer": "layer.21.self_attn.o_proj", "ppl": 5.151284694671631 }, { "layer": "layer.21.mlp.gate_proj", "ppl": 5.151301860809326 }, { "layer": "layer.21.mlp.up_proj", "ppl": 5.151276111602783 }, { "layer": "layer.21.mlp.down_proj", "ppl": 5.151229381561279 }, { "layer": "layer.22.self_attn.q_proj", "ppl": 5.151264190673828 }, { "layer": "layer.22.self_attn.k_proj", "ppl": 5.1512956619262695 }, { "layer": "layer.22.self_attn.v_proj", "ppl": 5.151549339294434 }, { "layer": "layer.22.self_attn.o_proj", "ppl": 5.151281833648682 }, { "layer": "layer.22.mlp.gate_proj", "ppl": 5.151327133178711 }, { "layer": "layer.22.mlp.up_proj", "ppl": 5.151544094085693 }, { "layer": "layer.22.mlp.down_proj", "ppl": 5.151592254638672 }, { "layer": "layer.23.self_attn.q_proj", "ppl": 5.15123987197876 }, { "layer": "layer.23.self_attn.k_proj", "ppl": 5.151358127593994 }, { "layer": "layer.23.self_attn.v_proj", "ppl": 5.151454925537109 }, { "layer": "layer.23.self_attn.o_proj", "ppl": 5.151327133178711 }, { "layer": "layer.23.mlp.gate_proj", "ppl": 5.151312351226807 }, { "layer": "layer.23.mlp.up_proj", "ppl": 5.15135383605957 }, { "layer": "layer.23.mlp.down_proj", "ppl": 5.151272296905518 }, { "layer": "layer.24.self_attn.q_proj", "ppl": 5.151392936706543 }, { "layer": "layer.24.self_attn.k_proj", "ppl": 5.151200294494629 }, { "layer": "layer.24.self_attn.v_proj", "ppl": 5.151430130004883 }, { "layer": "layer.24.self_attn.o_proj", "ppl": 5.1514997482299805 }, { "layer": "layer.24.mlp.gate_proj", "ppl": 5.151123523712158 }, { "layer": "layer.24.mlp.up_proj", "ppl": 5.151409149169922 }, { "layer": "layer.24.mlp.down_proj", "ppl": 5.151577472686768 }, { "layer": "layer.25.self_attn.q_proj", "ppl": 5.151278972625732 }, { "layer": "layer.25.self_attn.k_proj", "ppl": 5.151317119598389 }, { "layer": "layer.25.self_attn.v_proj", "ppl": 5.1512274742126465 }, { "layer": "layer.25.self_attn.o_proj", "ppl": 5.151233673095703 }, { "layer": "layer.25.mlp.gate_proj", "ppl": 5.151057243347168 }, { "layer": "layer.25.mlp.up_proj", "ppl": 5.151433944702148 }, { "layer": "layer.25.mlp.down_proj", "ppl": 5.1512675285339355 }, { "layer": "layer.26.self_attn.q_proj", "ppl": 5.151330471038818 }, { "layer": "layer.26.self_attn.k_proj", "ppl": 5.1514129638671875 }, { "layer": "layer.26.self_attn.v_proj", "ppl": 5.151641368865967 }, { "layer": "layer.26.self_attn.o_proj", "ppl": 5.151320457458496 }, { "layer": "layer.26.mlp.gate_proj", "ppl": 5.1515703201293945 }, { "layer": "layer.26.mlp.up_proj", "ppl": 5.151125431060791 }, { "layer": "layer.26.mlp.down_proj", "ppl": 5.151174545288086 }, { "layer": "layer.27.self_attn.q_proj", "ppl": 5.151483535766602 }, { "layer": "layer.27.self_attn.k_proj", "ppl": 5.151295185089111 }, { "layer": "layer.27.self_attn.v_proj", "ppl": 5.151261329650879 }, { "layer": "layer.27.self_attn.o_proj", "ppl": 5.15102481842041 }, { "layer": "layer.27.mlp.gate_proj", "ppl": 5.150815963745117 }, { "layer": "layer.27.mlp.up_proj", "ppl": 5.151282787322998 }, { "layer": "layer.27.mlp.down_proj", "ppl": 5.1511430740356445 }, { "layer": "layer.28.self_attn.q_proj", "ppl": 5.151191234588623 }, { "layer": "layer.28.self_attn.k_proj", "ppl": 5.1514153480529785 }, { "layer": "layer.28.self_attn.v_proj", "ppl": 5.151520252227783 }, { "layer": "layer.28.self_attn.o_proj", "ppl": 5.15160608291626 }, { "layer": "layer.28.mlp.gate_proj", "ppl": 5.151538848876953 }, { "layer": "layer.28.mlp.up_proj", "ppl": 5.1510725021362305 }, { "layer": "layer.28.mlp.down_proj", "ppl": 5.151031970977783 }, { "layer": "layer.29.self_attn.q_proj", "ppl": 5.151331901550293 }, { "layer": "layer.29.self_attn.k_proj", "ppl": 5.151327133178711 }, { "layer": "layer.29.self_attn.v_proj", "ppl": 5.151340484619141 }, { "layer": "layer.29.self_attn.o_proj", "ppl": 5.151443958282471 }, { "layer": "layer.29.mlp.gate_proj", "ppl": 5.151306629180908 }, { "layer": "layer.29.mlp.up_proj", "ppl": 5.15110969543457 }, { "layer": "layer.29.mlp.down_proj", "ppl": 5.151616096496582 }, { "layer": "layer.30.self_attn.q_proj", "ppl": 5.151276588439941 }, { "layer": "layer.30.self_attn.k_proj", "ppl": 5.151250839233398 }, { "layer": "layer.30.self_attn.v_proj", "ppl": 5.151247024536133 }, { "layer": "layer.30.self_attn.o_proj", "ppl": 5.1512532234191895 }, { "layer": "layer.30.mlp.gate_proj", "ppl": 5.151424407958984 }, { "layer": "layer.30.mlp.up_proj", "ppl": 5.151333332061768 }, { "layer": "layer.30.mlp.down_proj", "ppl": 5.151236057281494 }, { "layer": "layer.31.self_attn.q_proj", "ppl": 5.151396751403809 }, { "layer": "layer.31.self_attn.k_proj", "ppl": 5.151458263397217 }, { "layer": "layer.31.self_attn.v_proj", "ppl": 5.151279449462891 }, { "layer": "layer.31.self_attn.o_proj", "ppl": 5.151351451873779 }, { "layer": "layer.31.mlp.gate_proj", "ppl": 5.151431560516357 }, { "layer": "layer.31.mlp.up_proj", "ppl": 5.151419639587402 }, { "layer": "layer.31.mlp.down_proj", "ppl": 5.151188373565674 }, { "layer": "layer.32.self_attn.q_proj", "ppl": 5.1513590812683105 }, { "layer": "layer.32.self_attn.k_proj", "ppl": 5.15122652053833 }, { "layer": "layer.32.self_attn.v_proj", "ppl": 5.151278018951416 }, { "layer": "layer.32.self_attn.o_proj", "ppl": 5.151529788970947 }, { "layer": "layer.32.mlp.gate_proj", "ppl": 5.151370525360107 }, { "layer": "layer.32.mlp.up_proj", "ppl": 5.151529788970947 }, { "layer": "layer.32.mlp.down_proj", "ppl": 5.15145206451416 }, { "layer": "layer.33.self_attn.q_proj", "ppl": 5.151390075683594 }, { "layer": "layer.33.self_attn.k_proj", "ppl": 5.151297569274902 }, { "layer": "layer.33.self_attn.v_proj", "ppl": 5.151376724243164 }, { "layer": "layer.33.self_attn.o_proj", "ppl": 5.1514105796813965 }, { "layer": "layer.33.mlp.gate_proj", "ppl": 5.1509528160095215 }, { "layer": "layer.33.mlp.up_proj", "ppl": 5.151271820068359 }, { "layer": "layer.33.mlp.down_proj", "ppl": 5.151084899902344 }, { "layer": "layer.34.self_attn.q_proj", "ppl": 5.151325702667236 }, { "layer": "layer.34.self_attn.k_proj", "ppl": 5.151280403137207 }, { "layer": "layer.34.self_attn.v_proj", "ppl": 5.151252746582031 }, { "layer": "layer.34.self_attn.o_proj", "ppl": 5.1514692306518555 }, { "layer": "layer.34.mlp.gate_proj", "ppl": 5.1517181396484375 }, { "layer": "layer.34.mlp.up_proj", "ppl": 5.1515398025512695 }, { "layer": "layer.34.mlp.down_proj", "ppl": 5.150959014892578 }, { "layer": "layer.35.self_attn.q_proj", "ppl": 5.151592254638672 }, { "layer": "layer.35.self_attn.k_proj", "ppl": 5.1512579917907715 }, { "layer": "layer.35.self_attn.v_proj", "ppl": 5.151610374450684 }, { "layer": "layer.35.self_attn.o_proj", "ppl": 5.151388645172119 }, { "layer": "layer.35.mlp.gate_proj", "ppl": 5.1511616706848145 }, { "layer": "layer.35.mlp.up_proj", "ppl": 5.150994300842285 }, { "layer": "layer.35.mlp.down_proj", "ppl": 5.151551246643066 }, { "layer": "layer.36.self_attn.q_proj", "ppl": 5.151576995849609 }, { "layer": "layer.36.self_attn.k_proj", "ppl": 5.15135383605957 }, { "layer": "layer.36.self_attn.v_proj", "ppl": 5.151148796081543 }, { "layer": "layer.36.self_attn.o_proj", "ppl": 5.151337146759033 }, { "layer": "layer.36.mlp.gate_proj", "ppl": 5.151224613189697 }, { "layer": "layer.36.mlp.up_proj", "ppl": 5.151666641235352 }, { "layer": "layer.36.mlp.down_proj", "ppl": 5.151102542877197 }, { "layer": "layer.37.self_attn.q_proj", "ppl": 5.151373386383057 }, { "layer": "layer.37.self_attn.k_proj", "ppl": 5.151317119598389 }, { "layer": "layer.37.self_attn.v_proj", "ppl": 5.151462078094482 }, { "layer": "layer.37.self_attn.o_proj", "ppl": 5.151634216308594 }, { "layer": "layer.37.mlp.gate_proj", "ppl": 5.1512274742126465 }, { "layer": "layer.37.mlp.up_proj", "ppl": 5.151293754577637 }, { "layer": "layer.37.mlp.down_proj", "ppl": 5.151357650756836 }, { "layer": "layer.38.self_attn.q_proj", "ppl": 5.151334762573242 }, { "layer": "layer.38.self_attn.k_proj", "ppl": 5.151519775390625 }, { "layer": "layer.38.self_attn.v_proj", "ppl": 5.151097297668457 }, { "layer": "layer.38.self_attn.o_proj", "ppl": 5.151318073272705 }, { "layer": "layer.38.mlp.gate_proj", "ppl": 5.151509761810303 }, { "layer": "layer.38.mlp.up_proj", "ppl": 5.151247024536133 }, { "layer": "layer.38.mlp.down_proj", "ppl": 5.151431560516357 }, { "layer": "layer.39.self_attn.q_proj", "ppl": 5.1512041091918945 }, { "layer": "layer.39.self_attn.k_proj", "ppl": 5.151355743408203 }, { "layer": "layer.39.self_attn.v_proj", "ppl": 5.151101112365723 }, { "layer": "layer.39.self_attn.o_proj", "ppl": 5.1514081954956055 }, { "layer": "layer.39.mlp.gate_proj", "ppl": 5.15136194229126 }, { "layer": "layer.39.mlp.up_proj", "ppl": 5.150960445404053 }, { "layer": "layer.39.mlp.down_proj", "ppl": 5.151241779327393 }, { "layer": "layer.40.self_attn.q_proj", "ppl": 5.151400566101074 }, { "layer": "layer.40.self_attn.k_proj", "ppl": 5.151278972625732 }, { "layer": "layer.40.self_attn.v_proj", "ppl": 5.151577472686768 }, { "layer": "layer.40.self_attn.o_proj", "ppl": 5.151318073272705 }, { "layer": "layer.40.mlp.gate_proj", "ppl": 5.151388645172119 }, { "layer": "layer.40.mlp.up_proj", "ppl": 5.15171480178833 }, { "layer": "layer.40.mlp.down_proj", "ppl": 5.151456356048584 }, { "layer": "layer.41.self_attn.q_proj", "ppl": 5.15147066116333 }, { "layer": "layer.41.self_attn.k_proj", "ppl": 5.151289939880371 }, { "layer": "layer.41.self_attn.v_proj", "ppl": 5.151206970214844 }, { "layer": "layer.41.self_attn.o_proj", "ppl": 5.151463985443115 }, { "layer": "layer.41.mlp.gate_proj", "ppl": 5.150969505310059 }, { "layer": "layer.41.mlp.up_proj", "ppl": 5.151789665222168 }, { "layer": "layer.41.mlp.down_proj", "ppl": 5.151266574859619 }, { "layer": "layer.42.self_attn.q_proj", "ppl": 5.151585578918457 }, { "layer": "layer.42.self_attn.k_proj", "ppl": 5.151367664337158 }, { "layer": "layer.42.self_attn.v_proj", "ppl": 5.151393890380859 }, { "layer": "layer.42.self_attn.o_proj", "ppl": 5.151461601257324 }, { "layer": "layer.42.mlp.gate_proj", "ppl": 5.1510725021362305 }, { "layer": "layer.42.mlp.up_proj", "ppl": 5.151297092437744 }, { "layer": "layer.42.mlp.down_proj", "ppl": 5.15131950378418 }, { "layer": "layer.43.self_attn.q_proj", "ppl": 5.15147066116333 }, { "layer": "layer.43.self_attn.k_proj", "ppl": 5.151492595672607 }, { "layer": "layer.43.self_attn.v_proj", "ppl": 5.151581287384033 }, { "layer": "layer.43.self_attn.o_proj", "ppl": 5.151592254638672 }, { "layer": "layer.43.mlp.gate_proj", "ppl": 5.151087760925293 }, { "layer": "layer.43.mlp.up_proj", "ppl": 5.151254177093506 }, { "layer": "layer.43.mlp.down_proj", "ppl": 5.151093006134033 }, { "layer": "layer.44.self_attn.q_proj", "ppl": 5.15129280090332 }, { "layer": "layer.44.self_attn.k_proj", "ppl": 5.15142297744751 }, { "layer": "layer.44.self_attn.v_proj", "ppl": 5.151741027832031 }, { "layer": "layer.44.self_attn.o_proj", "ppl": 5.151163578033447 }, { "layer": "layer.44.mlp.gate_proj", "ppl": 5.151154041290283 }, { "layer": "layer.44.mlp.up_proj", "ppl": 5.151376247406006 }, { "layer": "layer.44.mlp.down_proj", "ppl": 5.151167869567871 }, { "layer": "layer.45.self_attn.q_proj", "ppl": 5.151460647583008 }, { "layer": "layer.45.self_attn.k_proj", "ppl": 5.151398658752441 }, { "layer": "layer.45.self_attn.v_proj", "ppl": 5.151381969451904 }, { "layer": "layer.45.self_attn.o_proj", "ppl": 5.151331901550293 }, { "layer": "layer.45.mlp.gate_proj", "ppl": 5.151275157928467 }, { "layer": "layer.45.mlp.up_proj", "ppl": 5.151163578033447 }, { "layer": "layer.45.mlp.down_proj", "ppl": 5.151102542877197 }, { "layer": "layer.46.self_attn.q_proj", "ppl": 5.151388645172119 }, { "layer": "layer.46.self_attn.k_proj", "ppl": 5.151378631591797 }, { "layer": "layer.46.self_attn.v_proj", "ppl": 5.1514410972595215 }, { "layer": "layer.46.self_attn.o_proj", "ppl": 5.151513576507568 }, { "layer": "layer.46.mlp.gate_proj", "ppl": 5.151534557342529 }, { "layer": "layer.46.mlp.up_proj", "ppl": 5.151090621948242 }, { "layer": "layer.46.mlp.down_proj", "ppl": 5.151288986206055 }, { "layer": "layer.47.self_attn.q_proj", "ppl": 5.151369094848633 }, { "layer": "layer.47.self_attn.k_proj", "ppl": 5.151321887969971 }, { "layer": "layer.47.self_attn.v_proj", "ppl": 5.151381015777588 }, { "layer": "layer.47.self_attn.o_proj", "ppl": 5.151517868041992 }, { "layer": "layer.47.mlp.gate_proj", "ppl": 5.151434898376465 }, { "layer": "layer.47.mlp.up_proj", "ppl": 5.151392936706543 }, { "layer": "layer.47.mlp.down_proj", "ppl": 5.151150226593018 }, { "layer": "layer.48.self_attn.q_proj", "ppl": 5.151201248168945 }, { "layer": "layer.48.self_attn.k_proj", "ppl": 5.151268005371094 }, { "layer": "layer.48.self_attn.v_proj", "ppl": 5.151214122772217 }, { "layer": "layer.48.self_attn.o_proj", "ppl": 5.151259422302246 }, { "layer": "layer.48.mlp.gate_proj", "ppl": 5.151166915893555 }, { "layer": "layer.48.mlp.up_proj", "ppl": 5.151345729827881 }, { "layer": "layer.48.mlp.down_proj", "ppl": 5.151246070861816 }, { "layer": "layer.49.self_attn.q_proj", "ppl": 5.151192665100098 }, { "layer": "layer.49.self_attn.k_proj", "ppl": 5.151206016540527 }, { "layer": "layer.49.self_attn.v_proj", "ppl": 5.151383399963379 }, { "layer": "layer.49.self_attn.o_proj", "ppl": 5.151273727416992 }, { "layer": "layer.49.mlp.gate_proj", "ppl": 5.151035785675049 }, { "layer": "layer.49.mlp.up_proj", "ppl": 5.151025295257568 }, { "layer": "layer.49.mlp.down_proj", "ppl": 5.151148796081543 }, { "layer": "layer.50.self_attn.q_proj", "ppl": 5.151357650756836 }, { "layer": "layer.50.self_attn.k_proj", "ppl": 5.1513872146606445 }, { "layer": "layer.50.self_attn.v_proj", "ppl": 5.15114164352417 }, { "layer": "layer.50.self_attn.o_proj", "ppl": 5.1512250900268555 }, { "layer": "layer.50.mlp.gate_proj", "ppl": 5.150986671447754 }, { "layer": "layer.50.mlp.up_proj", "ppl": 5.151166915893555 }, { "layer": "layer.50.mlp.down_proj", "ppl": 5.151463985443115 }, { "layer": "layer.51.self_attn.q_proj", "ppl": 5.151359558105469 }, { "layer": "layer.51.self_attn.k_proj", "ppl": 5.151425838470459 }, { "layer": "layer.51.self_attn.v_proj", "ppl": 5.151384353637695 }, { "layer": "layer.51.self_attn.o_proj", "ppl": 5.151432991027832 }, { "layer": "layer.51.mlp.gate_proj", "ppl": 5.150893211364746 }, { "layer": "layer.51.mlp.up_proj", "ppl": 5.1514153480529785 }, { "layer": "layer.51.mlp.down_proj", "ppl": 5.150938034057617 }, { "layer": "layer.52.self_attn.q_proj", "ppl": 5.151211261749268 }, { "layer": "layer.52.self_attn.k_proj", "ppl": 5.151291847229004 }, { "layer": "layer.52.self_attn.v_proj", "ppl": 5.151177883148193 }, { "layer": "layer.52.self_attn.o_proj", "ppl": 5.151269435882568 }, { "layer": "layer.52.mlp.gate_proj", "ppl": 5.151298522949219 }, { "layer": "layer.52.mlp.up_proj", "ppl": 5.151236057281494 }, { "layer": "layer.52.mlp.down_proj", "ppl": 5.151148796081543 }, { "layer": "layer.53.self_attn.q_proj", "ppl": 5.151296138763428 }, { "layer": "layer.53.self_attn.k_proj", "ppl": 5.151355266571045 }, { "layer": "layer.53.self_attn.v_proj", "ppl": 5.1513190269470215 }, { "layer": "layer.53.self_attn.o_proj", "ppl": 5.1511077880859375 }, { "layer": "layer.53.mlp.gate_proj", "ppl": 5.151312828063965 }, { "layer": "layer.53.mlp.up_proj", "ppl": 5.151392936706543 }, { "layer": "layer.53.mlp.down_proj", "ppl": 5.150925159454346 }, { "layer": "layer.54.self_attn.q_proj", "ppl": 5.151246070861816 }, { "layer": "layer.54.self_attn.k_proj", "ppl": 5.151171684265137 }, { "layer": "layer.54.self_attn.v_proj", "ppl": 5.1512675285339355 }, { "layer": "layer.54.self_attn.o_proj", "ppl": 5.1513590812683105 }, { "layer": "layer.54.mlp.gate_proj", "ppl": 5.150844573974609 }, { "layer": "layer.54.mlp.up_proj", "ppl": 5.151088714599609 }, { "layer": "layer.54.mlp.down_proj", "ppl": 5.1510114669799805 }, { "layer": "layer.55.self_attn.q_proj", "ppl": 5.151184558868408 }, { "layer": "layer.55.self_attn.k_proj", "ppl": 5.151205539703369 }, { "layer": "layer.55.self_attn.v_proj", "ppl": 5.15133810043335 }, { "layer": "layer.55.self_attn.o_proj", "ppl": 5.151233673095703 }, { "layer": "layer.55.mlp.gate_proj", "ppl": 5.150875568389893 }, { "layer": "layer.55.mlp.up_proj", "ppl": 5.1510515213012695 }, { "layer": "layer.55.mlp.down_proj", "ppl": 5.151451587677002 }, { "layer": "layer.56.self_attn.q_proj", "ppl": 5.1511311531066895 }, { "layer": "layer.56.self_attn.k_proj", "ppl": 5.15128755569458 }, { "layer": "layer.56.self_attn.v_proj", "ppl": 5.151200294494629 }, { "layer": "layer.56.self_attn.o_proj", "ppl": 5.151241779327393 }, { "layer": "layer.56.mlp.gate_proj", "ppl": 5.151063919067383 }, { "layer": "layer.56.mlp.up_proj", "ppl": 5.151332855224609 }, { "layer": "layer.56.mlp.down_proj", "ppl": 5.151263236999512 }, { "layer": "layer.57.self_attn.q_proj", "ppl": 5.151243209838867 }, { "layer": "layer.57.self_attn.k_proj", "ppl": 5.151364803314209 }, { "layer": "layer.57.self_attn.v_proj", "ppl": 5.151177406311035 }, { "layer": "layer.57.self_attn.o_proj", "ppl": 5.151406764984131 }, { "layer": "layer.57.mlp.gate_proj", "ppl": 5.1511454582214355 }, { "layer": "layer.57.mlp.up_proj", "ppl": 5.151108264923096 }, { "layer": "layer.57.mlp.down_proj", "ppl": 5.151333332061768 }, { "layer": "layer.58.self_attn.q_proj", "ppl": 5.151256561279297 }, { "layer": "layer.58.self_attn.k_proj", "ppl": 5.151297092437744 }, { "layer": "layer.58.self_attn.v_proj", "ppl": 5.151313304901123 }, { "layer": "layer.58.self_attn.o_proj", "ppl": 5.151307106018066 }, { "layer": "layer.58.mlp.gate_proj", "ppl": 5.151040554046631 }, { "layer": "layer.58.mlp.up_proj", "ppl": 5.15104866027832 }, { "layer": "layer.58.mlp.down_proj", "ppl": 5.151166915893555 }, { "layer": "layer.59.self_attn.q_proj", "ppl": 5.151359558105469 }, { "layer": "layer.59.self_attn.k_proj", "ppl": 5.151261806488037 }, { "layer": "layer.59.self_attn.v_proj", "ppl": 5.151306629180908 }, { "layer": "layer.59.self_attn.o_proj", "ppl": 5.151167869567871 }, { "layer": "layer.59.mlp.gate_proj", "ppl": 5.150988578796387 }, { "layer": "layer.59.mlp.up_proj", "ppl": 5.1508378982543945 }, { "layer": "layer.59.mlp.down_proj", "ppl": 5.15126895904541 }, { "layer": "layer.60.self_attn.q_proj", "ppl": 5.15127420425415 }, { "layer": "layer.60.self_attn.k_proj", "ppl": 5.151313781738281 }, { "layer": "layer.60.self_attn.v_proj", "ppl": 5.151220321655273 }, { "layer": "layer.60.self_attn.o_proj", "ppl": 5.1512322425842285 }, { "layer": "layer.60.mlp.gate_proj", "ppl": 5.1514692306518555 }, { "layer": "layer.60.mlp.up_proj", "ppl": 5.151169776916504 }, { "layer": "layer.60.mlp.down_proj", "ppl": 5.151155948638916 }, { "layer": "layer.61.self_attn.q_proj", "ppl": 5.151320457458496 }, { "layer": "layer.61.self_attn.k_proj", "ppl": 5.151427745819092 }, { "layer": "layer.61.self_attn.v_proj", "ppl": 5.151238918304443 }, { "layer": "layer.61.self_attn.o_proj", "ppl": 5.15153169631958 }, { "layer": "layer.61.mlp.gate_proj", "ppl": 5.1505327224731445 }, { "layer": "layer.61.mlp.up_proj", "ppl": 5.151111125946045 }, { "layer": "layer.61.mlp.down_proj", "ppl": 5.151314735412598 }, { "layer": "layer.62.self_attn.q_proj", "ppl": 5.151637077331543 }, { "layer": "layer.62.self_attn.k_proj", "ppl": 5.151630401611328 }, { "layer": "layer.62.self_attn.v_proj", "ppl": 5.151370048522949 }, { "layer": "layer.62.self_attn.o_proj", "ppl": 5.15130615234375 }, { "layer": "layer.62.mlp.gate_proj", "ppl": 5.150741100311279 }, { "layer": "layer.62.mlp.up_proj", "ppl": 5.150989055633545 }, { "layer": "layer.62.mlp.down_proj", "ppl": 5.150556564331055 }, { "layer": "layer.63.self_attn.q_proj", "ppl": 5.151213645935059 }, { "layer": "layer.63.self_attn.k_proj", "ppl": 5.151223659515381 }, { "layer": "layer.63.self_attn.v_proj", "ppl": 5.151576995849609 }, { "layer": "layer.63.self_attn.o_proj", "ppl": 5.151411056518555 }, { "layer": "layer.63.mlp.gate_proj", "ppl": 5.150679588317871 }, { "layer": "layer.63.mlp.up_proj", "ppl": 5.150424480438232 }, { "layer": "layer.63.mlp.down_proj", "ppl": 5.150552272796631 } ] }, { "bit": 12, "ppls": [ { "layer": "layer.0.self_attn.q_proj", "ppl": 5.1326003074646 }, { "layer": "layer.0.self_attn.k_proj", "ppl": 5.132649898529053 }, { "layer": "layer.0.self_attn.v_proj", "ppl": 5.13279914855957 }, { "layer": "layer.0.self_attn.o_proj", "ppl": 5.1327900886535645 }, { "layer": "layer.0.mlp.gate_proj", "ppl": 5.132850646972656 }, { "layer": "layer.0.mlp.up_proj", "ppl": 5.132757663726807 }, { "layer": "layer.0.mlp.down_proj", "ppl": 5.132843017578125 }, { "layer": "layer.1.self_attn.q_proj", "ppl": 5.132901668548584 }, { "layer": "layer.1.self_attn.k_proj", "ppl": 5.132638931274414 }, { "layer": "layer.1.self_attn.v_proj", "ppl": 5.132875919342041 }, { "layer": "layer.1.self_attn.o_proj", "ppl": 5.132723331451416 }, { "layer": "layer.1.mlp.gate_proj", "ppl": 5.132986068725586 }, { "layer": "layer.1.mlp.up_proj", "ppl": 5.132715225219727 }, { "layer": "layer.1.mlp.down_proj", "ppl": 5.132819652557373 }, { "layer": "layer.2.self_attn.q_proj", "ppl": 5.132876873016357 }, { "layer": "layer.2.self_attn.k_proj", "ppl": 5.13288688659668 }, { "layer": "layer.2.self_attn.v_proj", "ppl": 5.13287353515625 }, { "layer": "layer.2.self_attn.o_proj", "ppl": 5.132814884185791 }, { "layer": "layer.2.mlp.gate_proj", "ppl": 5.132819652557373 }, { "layer": "layer.2.mlp.up_proj", "ppl": 5.1328020095825195 }, { "layer": "layer.2.mlp.down_proj", "ppl": 5.132762908935547 }, { "layer": "layer.3.self_attn.q_proj", "ppl": 5.132668495178223 }, { "layer": "layer.3.self_attn.k_proj", "ppl": 5.1328535079956055 }, { "layer": "layer.3.self_attn.v_proj", "ppl": 5.132835388183594 }, { "layer": "layer.3.self_attn.o_proj", "ppl": 5.132635116577148 }, { "layer": "layer.3.mlp.gate_proj", "ppl": 5.132655143737793 }, { "layer": "layer.3.mlp.up_proj", "ppl": 5.1327080726623535 }, { "layer": "layer.3.mlp.down_proj", "ppl": 5.13288688659668 }, { "layer": "layer.4.self_attn.q_proj", "ppl": 5.132791519165039 }, { "layer": "layer.4.self_attn.k_proj", "ppl": 5.132664203643799 }, { "layer": "layer.4.self_attn.v_proj", "ppl": 5.132944583892822 }, { "layer": "layer.4.self_attn.o_proj", "ppl": 5.132789134979248 }, { "layer": "layer.4.mlp.gate_proj", "ppl": 5.1326704025268555 }, { "layer": "layer.4.mlp.up_proj", "ppl": 5.132568836212158 }, { "layer": "layer.4.mlp.down_proj", "ppl": 5.132710933685303 }, { "layer": "layer.5.self_attn.q_proj", "ppl": 5.132874011993408 }, { "layer": "layer.5.self_attn.k_proj", "ppl": 5.1325578689575195 }, { "layer": "layer.5.self_attn.v_proj", "ppl": 5.132607460021973 }, { "layer": "layer.5.self_attn.o_proj", "ppl": 5.132857322692871 }, { "layer": "layer.5.mlp.gate_proj", "ppl": 5.132814884185791 }, { "layer": "layer.5.mlp.up_proj", "ppl": 5.132649898529053 }, { "layer": "layer.5.mlp.down_proj", "ppl": 5.132588863372803 }, { "layer": "layer.6.self_attn.q_proj", "ppl": 5.132688999176025 }, { "layer": "layer.6.self_attn.k_proj", "ppl": 5.132847309112549 }, { "layer": "layer.6.self_attn.v_proj", "ppl": 5.132800579071045 }, { "layer": "layer.6.self_attn.o_proj", "ppl": 5.13295841217041 }, { "layer": "layer.6.mlp.gate_proj", "ppl": 5.132565498352051 }, { "layer": "layer.6.mlp.up_proj", "ppl": 5.132788181304932 }, { "layer": "layer.6.mlp.down_proj", "ppl": 5.132857322692871 }, { "layer": "layer.7.self_attn.q_proj", "ppl": 5.132676124572754 }, { "layer": "layer.7.self_attn.k_proj", "ppl": 5.132604122161865 }, { "layer": "layer.7.self_attn.v_proj", "ppl": 5.132910251617432 }, { "layer": "layer.7.self_attn.o_proj", "ppl": 5.132713317871094 }, { "layer": "layer.7.mlp.gate_proj", "ppl": 5.133007049560547 }, { "layer": "layer.7.mlp.up_proj", "ppl": 5.132713317871094 }, { "layer": "layer.7.mlp.down_proj", "ppl": 5.132903099060059 }, { "layer": "layer.8.self_attn.q_proj", "ppl": 5.132682800292969 }, { "layer": "layer.8.self_attn.k_proj", "ppl": 5.1327290534973145 }, { "layer": "layer.8.self_attn.v_proj", "ppl": 5.13279914855957 }, { "layer": "layer.8.self_attn.o_proj", "ppl": 5.132905960083008 }, { "layer": "layer.8.mlp.gate_proj", "ppl": 5.132743835449219 }, { "layer": "layer.8.mlp.up_proj", "ppl": 5.132991790771484 }, { "layer": "layer.8.mlp.down_proj", "ppl": 5.132923126220703 }, { "layer": "layer.9.self_attn.q_proj", "ppl": 5.132896423339844 }, { "layer": "layer.9.self_attn.k_proj", "ppl": 5.132715702056885 }, { "layer": "layer.9.self_attn.v_proj", "ppl": 5.132754802703857 }, { "layer": "layer.9.self_attn.o_proj", "ppl": 5.132943153381348 }, { "layer": "layer.9.mlp.gate_proj", "ppl": 5.132699966430664 }, { "layer": "layer.9.mlp.up_proj", "ppl": 5.132743835449219 }, { "layer": "layer.9.mlp.down_proj", "ppl": 5.132699489593506 }, { "layer": "layer.10.self_attn.q_proj", "ppl": 5.132821083068848 }, { "layer": "layer.10.self_attn.k_proj", "ppl": 5.132846355438232 }, { "layer": "layer.10.self_attn.v_proj", "ppl": 5.132669448852539 }, { "layer": "layer.10.self_attn.o_proj", "ppl": 5.132622718811035 }, { "layer": "layer.10.mlp.gate_proj", "ppl": 5.132786750793457 }, { "layer": "layer.10.mlp.up_proj", "ppl": 5.132602691650391 }, { "layer": "layer.10.mlp.down_proj", "ppl": 5.132745265960693 }, { "layer": "layer.11.self_attn.q_proj", "ppl": 5.132427215576172 }, { "layer": "layer.11.self_attn.k_proj", "ppl": 5.132754802703857 }, { "layer": "layer.11.self_attn.v_proj", "ppl": 5.132818698883057 }, { "layer": "layer.11.self_attn.o_proj", "ppl": 5.1328959465026855 }, { "layer": "layer.11.mlp.gate_proj", "ppl": 5.13274621963501 }, { "layer": "layer.11.mlp.up_proj", "ppl": 5.132805824279785 }, { "layer": "layer.11.mlp.down_proj", "ppl": 5.1327619552612305 }, { "layer": "layer.12.self_attn.q_proj", "ppl": 5.1328229904174805 }, { "layer": "layer.12.self_attn.k_proj", "ppl": 5.132717609405518 }, { "layer": "layer.12.self_attn.v_proj", "ppl": 5.132776737213135 }, { "layer": "layer.12.self_attn.o_proj", "ppl": 5.132849216461182 }, { "layer": "layer.12.mlp.gate_proj", "ppl": 5.1325812339782715 }, { "layer": "layer.12.mlp.up_proj", "ppl": 5.132452487945557 }, { "layer": "layer.12.mlp.down_proj", "ppl": 5.132687568664551 }, { "layer": "layer.13.self_attn.q_proj", "ppl": 5.132750034332275 }, { "layer": "layer.13.self_attn.k_proj", "ppl": 5.1327619552612305 }, { "layer": "layer.13.self_attn.v_proj", "ppl": 5.132822036743164 }, { "layer": "layer.13.self_attn.o_proj", "ppl": 5.132569789886475 }, { "layer": "layer.13.mlp.gate_proj", "ppl": 5.1327290534973145 }, { "layer": "layer.13.mlp.up_proj", "ppl": 5.132709503173828 }, { "layer": "layer.13.mlp.down_proj", "ppl": 5.1327080726623535 }, { "layer": "layer.14.self_attn.q_proj", "ppl": 5.132718086242676 }, { "layer": "layer.14.self_attn.k_proj", "ppl": 5.132756233215332 }, { "layer": "layer.14.self_attn.v_proj", "ppl": 5.132863998413086 }, { "layer": "layer.14.self_attn.o_proj", "ppl": 5.132709503173828 }, { "layer": "layer.14.mlp.gate_proj", "ppl": 5.132610321044922 }, { "layer": "layer.14.mlp.up_proj", "ppl": 5.132689952850342 }, { "layer": "layer.14.mlp.down_proj", "ppl": 5.1329264640808105 }, { "layer": "layer.15.self_attn.q_proj", "ppl": 5.132807731628418 }, { "layer": "layer.15.self_attn.k_proj", "ppl": 5.132714748382568 }, { "layer": "layer.15.self_attn.v_proj", "ppl": 5.132625579833984 }, { "layer": "layer.15.self_attn.o_proj", "ppl": 5.132534503936768 }, { "layer": "layer.15.mlp.gate_proj", "ppl": 5.132711887359619 }, { "layer": "layer.15.mlp.up_proj", "ppl": 5.13295316696167 }, { "layer": "layer.15.mlp.down_proj", "ppl": 5.13284969329834 }, { "layer": "layer.16.self_attn.q_proj", "ppl": 5.132973670959473 }, { "layer": "layer.16.self_attn.k_proj", "ppl": 5.13283634185791 }, { "layer": "layer.16.self_attn.v_proj", "ppl": 5.1328043937683105 }, { "layer": "layer.16.self_attn.o_proj", "ppl": 5.132853031158447 }, { "layer": "layer.16.mlp.gate_proj", "ppl": 5.133022785186768 }, { "layer": "layer.16.mlp.up_proj", "ppl": 5.13267707824707 }, { "layer": "layer.16.mlp.down_proj", "ppl": 5.132578372955322 }, { "layer": "layer.17.self_attn.q_proj", "ppl": 5.132694244384766 }, { "layer": "layer.17.self_attn.k_proj", "ppl": 5.132785320281982 }, { "layer": "layer.17.self_attn.v_proj", "ppl": 5.132638931274414 }, { "layer": "layer.17.self_attn.o_proj", "ppl": 5.13289737701416 }, { "layer": "layer.17.mlp.gate_proj", "ppl": 5.13309383392334 }, { "layer": "layer.17.mlp.up_proj", "ppl": 5.132785320281982 }, { "layer": "layer.17.mlp.down_proj", "ppl": 5.132821559906006 }, { "layer": "layer.18.self_attn.q_proj", "ppl": 5.132766246795654 }, { "layer": "layer.18.self_attn.k_proj", "ppl": 5.13283109664917 }, { "layer": "layer.18.self_attn.v_proj", "ppl": 5.1326985359191895 }, { "layer": "layer.18.self_attn.o_proj", "ppl": 5.132691383361816 }, { "layer": "layer.18.mlp.gate_proj", "ppl": 5.133124351501465 }, { "layer": "layer.18.mlp.up_proj", "ppl": 5.132456302642822 }, { "layer": "layer.18.mlp.down_proj", "ppl": 5.1325836181640625 }, { "layer": "layer.19.self_attn.q_proj", "ppl": 5.132638931274414 }, { "layer": "layer.19.self_attn.k_proj", "ppl": 5.132604122161865 }, { "layer": "layer.19.self_attn.v_proj", "ppl": 5.132880687713623 }, { "layer": "layer.19.self_attn.o_proj", "ppl": 5.132776737213135 }, { "layer": "layer.19.mlp.gate_proj", "ppl": 5.132786750793457 }, { "layer": "layer.19.mlp.up_proj", "ppl": 5.1326985359191895 }, { "layer": "layer.19.mlp.down_proj", "ppl": 5.1327314376831055 }, { "layer": "layer.20.self_attn.q_proj", "ppl": 5.132862567901611 }, { "layer": "layer.20.self_attn.k_proj", "ppl": 5.132750988006592 }, { "layer": "layer.20.self_attn.v_proj", "ppl": 5.132857322692871 }, { "layer": "layer.20.self_attn.o_proj", "ppl": 5.132683753967285 }, { "layer": "layer.20.mlp.gate_proj", "ppl": 5.132771968841553 }, { "layer": "layer.20.mlp.up_proj", "ppl": 5.132983684539795 }, { "layer": "layer.20.mlp.down_proj", "ppl": 5.132878303527832 }, { "layer": "layer.21.self_attn.q_proj", "ppl": 5.132601261138916 }, { "layer": "layer.21.self_attn.k_proj", "ppl": 5.132847785949707 }, { "layer": "layer.21.self_attn.v_proj", "ppl": 5.132658004760742 }, { "layer": "layer.21.self_attn.o_proj", "ppl": 5.13270378112793 }, { "layer": "layer.21.mlp.gate_proj", "ppl": 5.1323933601379395 }, { "layer": "layer.21.mlp.up_proj", "ppl": 5.1329264640808105 }, { "layer": "layer.21.mlp.down_proj", "ppl": 5.132871627807617 }, { "layer": "layer.22.self_attn.q_proj", "ppl": 5.1327595710754395 }, { "layer": "layer.22.self_attn.k_proj", "ppl": 5.1328959465026855 }, { "layer": "layer.22.self_attn.v_proj", "ppl": 5.132911205291748 }, { "layer": "layer.22.self_attn.o_proj", "ppl": 5.132808685302734 }, { "layer": "layer.22.mlp.gate_proj", "ppl": 5.132699966430664 }, { "layer": "layer.22.mlp.up_proj", "ppl": 5.132868766784668 }, { "layer": "layer.22.mlp.down_proj", "ppl": 5.1327996253967285 }, { "layer": "layer.23.self_attn.q_proj", "ppl": 5.132661819458008 }, { "layer": "layer.23.self_attn.k_proj", "ppl": 5.132699966430664 }, { "layer": "layer.23.self_attn.v_proj", "ppl": 5.132775783538818 }, { "layer": "layer.23.self_attn.o_proj", "ppl": 5.133009433746338 }, { "layer": "layer.23.mlp.gate_proj", "ppl": 5.1326165199279785 }, { "layer": "layer.23.mlp.up_proj", "ppl": 5.132805824279785 }, { "layer": "layer.23.mlp.down_proj", "ppl": 5.132720947265625 }, { "layer": "layer.24.self_attn.q_proj", "ppl": 5.132824420928955 }, { "layer": "layer.24.self_attn.k_proj", "ppl": 5.132604122161865 }, { "layer": "layer.24.self_attn.v_proj", "ppl": 5.132647514343262 }, { "layer": "layer.24.self_attn.o_proj", "ppl": 5.1328301429748535 }, { "layer": "layer.24.mlp.gate_proj", "ppl": 5.133248329162598 }, { "layer": "layer.24.mlp.up_proj", "ppl": 5.1327900886535645 }, { "layer": "layer.24.mlp.down_proj", "ppl": 5.133052825927734 }, { "layer": "layer.25.self_attn.q_proj", "ppl": 5.132839202880859 }, { "layer": "layer.25.self_attn.k_proj", "ppl": 5.132715225219727 }, { "layer": "layer.25.self_attn.v_proj", "ppl": 5.132997035980225 }, { "layer": "layer.25.self_attn.o_proj", "ppl": 5.1327290534973145 }, { "layer": "layer.25.mlp.gate_proj", "ppl": 5.132809162139893 }, { "layer": "layer.25.mlp.up_proj", "ppl": 5.1326446533203125 }, { "layer": "layer.25.mlp.down_proj", "ppl": 5.132832050323486 }, { "layer": "layer.26.self_attn.q_proj", "ppl": 5.132917881011963 }, { "layer": "layer.26.self_attn.k_proj", "ppl": 5.132646083831787 }, { "layer": "layer.26.self_attn.v_proj", "ppl": 5.132623672485352 }, { "layer": "layer.26.self_attn.o_proj", "ppl": 5.132915019989014 }, { "layer": "layer.26.mlp.gate_proj", "ppl": 5.132640361785889 }, { "layer": "layer.26.mlp.up_proj", "ppl": 5.132834434509277 }, { "layer": "layer.26.mlp.down_proj", "ppl": 5.132953643798828 }, { "layer": "layer.27.self_attn.q_proj", "ppl": 5.132643222808838 }, { "layer": "layer.27.self_attn.k_proj", "ppl": 5.132754802703857 }, { "layer": "layer.27.self_attn.v_proj", "ppl": 5.13258695602417 }, { "layer": "layer.27.self_attn.o_proj", "ppl": 5.132788181304932 }, { "layer": "layer.27.mlp.gate_proj", "ppl": 5.13276481628418 }, { "layer": "layer.27.mlp.up_proj", "ppl": 5.132850646972656 }, { "layer": "layer.27.mlp.down_proj", "ppl": 5.132923603057861 }, { "layer": "layer.28.self_attn.q_proj", "ppl": 5.132797718048096 }, { "layer": "layer.28.self_attn.k_proj", "ppl": 5.132932186126709 }, { "layer": "layer.28.self_attn.v_proj", "ppl": 5.1327691078186035 }, { "layer": "layer.28.self_attn.o_proj", "ppl": 5.132680892944336 }, { "layer": "layer.28.mlp.gate_proj", "ppl": 5.1326775550842285 }, { "layer": "layer.28.mlp.up_proj", "ppl": 5.132871627807617 }, { "layer": "layer.28.mlp.down_proj", "ppl": 5.132884979248047 }, { "layer": "layer.29.self_attn.q_proj", "ppl": 5.132666110992432 }, { "layer": "layer.29.self_attn.k_proj", "ppl": 5.132788181304932 }, { "layer": "layer.29.self_attn.v_proj", "ppl": 5.132936477661133 }, { "layer": "layer.29.self_attn.o_proj", "ppl": 5.132689952850342 }, { "layer": "layer.29.mlp.gate_proj", "ppl": 5.132741451263428 }, { "layer": "layer.29.mlp.up_proj", "ppl": 5.132658004760742 }, { "layer": "layer.29.mlp.down_proj", "ppl": 5.1325836181640625 }, { "layer": "layer.30.self_attn.q_proj", "ppl": 5.1327691078186035 }, { "layer": "layer.30.self_attn.k_proj", "ppl": 5.1326398849487305 }, { "layer": "layer.30.self_attn.v_proj", "ppl": 5.132876873016357 }, { "layer": "layer.30.self_attn.o_proj", "ppl": 5.132742404937744 }, { "layer": "layer.30.mlp.gate_proj", "ppl": 5.132615566253662 }, { "layer": "layer.30.mlp.up_proj", "ppl": 5.13292121887207 }, { "layer": "layer.30.mlp.down_proj", "ppl": 5.133031845092773 }, { "layer": "layer.31.self_attn.q_proj", "ppl": 5.132641792297363 }, { "layer": "layer.31.self_attn.k_proj", "ppl": 5.132919788360596 }, { "layer": "layer.31.self_attn.v_proj", "ppl": 5.13274621963501 }, { "layer": "layer.31.self_attn.o_proj", "ppl": 5.132784366607666 }, { "layer": "layer.31.mlp.gate_proj", "ppl": 5.132669448852539 }, { "layer": "layer.31.mlp.up_proj", "ppl": 5.132697105407715 }, { "layer": "layer.31.mlp.down_proj", "ppl": 5.132465362548828 }, { "layer": "layer.32.self_attn.q_proj", "ppl": 5.132791042327881 }, { "layer": "layer.32.self_attn.k_proj", "ppl": 5.132859230041504 }, { "layer": "layer.32.self_attn.v_proj", "ppl": 5.132834434509277 }, { "layer": "layer.32.self_attn.o_proj", "ppl": 5.132829666137695 }, { "layer": "layer.32.mlp.gate_proj", "ppl": 5.132683753967285 }, { "layer": "layer.32.mlp.up_proj", "ppl": 5.132803440093994 }, { "layer": "layer.32.mlp.down_proj", "ppl": 5.132669448852539 }, { "layer": "layer.33.self_attn.q_proj", "ppl": 5.133085250854492 }, { "layer": "layer.33.self_attn.k_proj", "ppl": 5.132850646972656 }, { "layer": "layer.33.self_attn.v_proj", "ppl": 5.132835388183594 }, { "layer": "layer.33.self_attn.o_proj", "ppl": 5.1325201988220215 }, { "layer": "layer.33.mlp.gate_proj", "ppl": 5.132961273193359 }, { "layer": "layer.33.mlp.up_proj", "ppl": 5.132890701293945 }, { "layer": "layer.33.mlp.down_proj", "ppl": 5.132823944091797 }, { "layer": "layer.34.self_attn.q_proj", "ppl": 5.132770538330078 }, { "layer": "layer.34.self_attn.k_proj", "ppl": 5.132804870605469 }, { "layer": "layer.34.self_attn.v_proj", "ppl": 5.132880687713623 }, { "layer": "layer.34.self_attn.o_proj", "ppl": 5.132716655731201 }, { "layer": "layer.34.mlp.gate_proj", "ppl": 5.1326727867126465 }, { "layer": "layer.34.mlp.up_proj", "ppl": 5.132610321044922 }, { "layer": "layer.34.mlp.down_proj", "ppl": 5.133050441741943 }, { "layer": "layer.35.self_attn.q_proj", "ppl": 5.132826805114746 }, { "layer": "layer.35.self_attn.k_proj", "ppl": 5.132868766784668 }, { "layer": "layer.35.self_attn.v_proj", "ppl": 5.1327924728393555 }, { "layer": "layer.35.self_attn.o_proj", "ppl": 5.1326446533203125 }, { "layer": "layer.35.mlp.gate_proj", "ppl": 5.132845401763916 }, { "layer": "layer.35.mlp.up_proj", "ppl": 5.132475852966309 }, { "layer": "layer.35.mlp.down_proj", "ppl": 5.132560729980469 }, { "layer": "layer.36.self_attn.q_proj", "ppl": 5.132771968841553 }, { "layer": "layer.36.self_attn.k_proj", "ppl": 5.132648468017578 }, { "layer": "layer.36.self_attn.v_proj", "ppl": 5.1325578689575195 }, { "layer": "layer.36.self_attn.o_proj", "ppl": 5.132768630981445 }, { "layer": "layer.36.mlp.gate_proj", "ppl": 5.132607936859131 }, { "layer": "layer.36.mlp.up_proj", "ppl": 5.132757663726807 }, { "layer": "layer.36.mlp.down_proj", "ppl": 5.132937431335449 }, { "layer": "layer.37.self_attn.q_proj", "ppl": 5.132852077484131 }, { "layer": "layer.37.self_attn.k_proj", "ppl": 5.13264274597168 }, { "layer": "layer.37.self_attn.v_proj", "ppl": 5.132834434509277 }, { "layer": "layer.37.self_attn.o_proj", "ppl": 5.132704257965088 }, { "layer": "layer.37.mlp.gate_proj", "ppl": 5.132749557495117 }, { "layer": "layer.37.mlp.up_proj", "ppl": 5.132849216461182 }, { "layer": "layer.37.mlp.down_proj", "ppl": 5.1329240798950195 }, { "layer": "layer.38.self_attn.q_proj", "ppl": 5.132811546325684 }, { "layer": "layer.38.self_attn.k_proj", "ppl": 5.1326751708984375 }, { "layer": "layer.38.self_attn.v_proj", "ppl": 5.132962703704834 }, { "layer": "layer.38.self_attn.o_proj", "ppl": 5.132602691650391 }, { "layer": "layer.38.mlp.gate_proj", "ppl": 5.132758140563965 }, { "layer": "layer.38.mlp.up_proj", "ppl": 5.1327385902404785 }, { "layer": "layer.38.mlp.down_proj", "ppl": 5.1324992179870605 }, { "layer": "layer.39.self_attn.q_proj", "ppl": 5.132810592651367 }, { "layer": "layer.39.self_attn.k_proj", "ppl": 5.132772922515869 }, { "layer": "layer.39.self_attn.v_proj", "ppl": 5.132911205291748 }, { "layer": "layer.39.self_attn.o_proj", "ppl": 5.132837772369385 }, { "layer": "layer.39.mlp.gate_proj", "ppl": 5.132871150970459 }, { "layer": "layer.39.mlp.up_proj", "ppl": 5.13286018371582 }, { "layer": "layer.39.mlp.down_proj", "ppl": 5.132661819458008 }, { "layer": "layer.40.self_attn.q_proj", "ppl": 5.132736682891846 }, { "layer": "layer.40.self_attn.k_proj", "ppl": 5.132691383361816 }, { "layer": "layer.40.self_attn.v_proj", "ppl": 5.132548809051514 }, { "layer": "layer.40.self_attn.o_proj", "ppl": 5.132810115814209 }, { "layer": "layer.40.mlp.gate_proj", "ppl": 5.132705211639404 }, { "layer": "layer.40.mlp.up_proj", "ppl": 5.132236480712891 }, { "layer": "layer.40.mlp.down_proj", "ppl": 5.132726669311523 }, { "layer": "layer.41.self_attn.q_proj", "ppl": 5.132467746734619 }, { "layer": "layer.41.self_attn.k_proj", "ppl": 5.132711887359619 }, { "layer": "layer.41.self_attn.v_proj", "ppl": 5.13282585144043 }, { "layer": "layer.41.self_attn.o_proj", "ppl": 5.132654190063477 }, { "layer": "layer.41.mlp.gate_proj", "ppl": 5.132930278778076 }, { "layer": "layer.41.mlp.up_proj", "ppl": 5.132357120513916 }, { "layer": "layer.41.mlp.down_proj", "ppl": 5.132930278778076 }, { "layer": "layer.42.self_attn.q_proj", "ppl": 5.132853984832764 }, { "layer": "layer.42.self_attn.k_proj", "ppl": 5.132872581481934 }, { "layer": "layer.42.self_attn.v_proj", "ppl": 5.132816791534424 }, { "layer": "layer.42.self_attn.o_proj", "ppl": 5.132601737976074 }, { "layer": "layer.42.mlp.gate_proj", "ppl": 5.132688999176025 }, { "layer": "layer.42.mlp.up_proj", "ppl": 5.13211727142334 }, { "layer": "layer.42.mlp.down_proj", "ppl": 5.132506370544434 }, { "layer": "layer.43.self_attn.q_proj", "ppl": 5.132932186126709 }, { "layer": "layer.43.self_attn.k_proj", "ppl": 5.1329498291015625 }, { "layer": "layer.43.self_attn.v_proj", "ppl": 5.132822036743164 }, { "layer": "layer.43.self_attn.o_proj", "ppl": 5.132743835449219 }, { "layer": "layer.43.mlp.gate_proj", "ppl": 5.132443904876709 }, { "layer": "layer.43.mlp.up_proj", "ppl": 5.132542133331299 }, { "layer": "layer.43.mlp.down_proj", "ppl": 5.13302755355835 }, { "layer": "layer.44.self_attn.q_proj", "ppl": 5.1327805519104 }, { "layer": "layer.44.self_attn.k_proj", "ppl": 5.132788181304932 }, { "layer": "layer.44.self_attn.v_proj", "ppl": 5.132442474365234 }, { "layer": "layer.44.self_attn.o_proj", "ppl": 5.132843494415283 }, { "layer": "layer.44.mlp.gate_proj", "ppl": 5.132824420928955 }, { "layer": "layer.44.mlp.up_proj", "ppl": 5.132875919342041 }, { "layer": "layer.44.mlp.down_proj", "ppl": 5.132689952850342 }, { "layer": "layer.45.self_attn.q_proj", "ppl": 5.1327805519104 }, { "layer": "layer.45.self_attn.k_proj", "ppl": 5.132806777954102 }, { "layer": "layer.45.self_attn.v_proj", "ppl": 5.132714748382568 }, { "layer": "layer.45.self_attn.o_proj", "ppl": 5.132876873016357 }, { "layer": "layer.45.mlp.gate_proj", "ppl": 5.132688522338867 }, { "layer": "layer.45.mlp.up_proj", "ppl": 5.1329169273376465 }, { "layer": "layer.45.mlp.down_proj", "ppl": 5.1326422691345215 }, { "layer": "layer.46.self_attn.q_proj", "ppl": 5.132699966430664 }, { "layer": "layer.46.self_attn.k_proj", "ppl": 5.132765769958496 }, { "layer": "layer.46.self_attn.v_proj", "ppl": 5.132850170135498 }, { "layer": "layer.46.self_attn.o_proj", "ppl": 5.13266134262085 }, { "layer": "layer.46.mlp.gate_proj", "ppl": 5.132623672485352 }, { "layer": "layer.46.mlp.up_proj", "ppl": 5.132907390594482 }, { "layer": "layer.46.mlp.down_proj", "ppl": 5.132199287414551 }, { "layer": "layer.47.self_attn.q_proj", "ppl": 5.132673740386963 }, { "layer": "layer.47.self_attn.k_proj", "ppl": 5.132513523101807 }, { "layer": "layer.47.self_attn.v_proj", "ppl": 5.132826805114746 }, { "layer": "layer.47.self_attn.o_proj", "ppl": 5.13271951675415 }, { "layer": "layer.47.mlp.gate_proj", "ppl": 5.132682800292969 }, { "layer": "layer.47.mlp.up_proj", "ppl": 5.13283634185791 }, { "layer": "layer.47.mlp.down_proj", "ppl": 5.132757663726807 }, { "layer": "layer.48.self_attn.q_proj", "ppl": 5.132863998413086 }, { "layer": "layer.48.self_attn.k_proj", "ppl": 5.132709503173828 }, { "layer": "layer.48.self_attn.v_proj", "ppl": 5.132724285125732 }, { "layer": "layer.48.self_attn.o_proj", "ppl": 5.132683753967285 }, { "layer": "layer.48.mlp.gate_proj", "ppl": 5.132829666137695 }, { "layer": "layer.48.mlp.up_proj", "ppl": 5.1326375007629395 }, { "layer": "layer.48.mlp.down_proj", "ppl": 5.132817268371582 }, { "layer": "layer.49.self_attn.q_proj", "ppl": 5.132822036743164 }, { "layer": "layer.49.self_attn.k_proj", "ppl": 5.132686138153076 }, { "layer": "layer.49.self_attn.v_proj", "ppl": 5.132710933685303 }, { "layer": "layer.49.self_attn.o_proj", "ppl": 5.1325602531433105 }, { "layer": "layer.49.mlp.gate_proj", "ppl": 5.132496356964111 }, { "layer": "layer.49.mlp.up_proj", "ppl": 5.132978916168213 }, { "layer": "layer.49.mlp.down_proj", "ppl": 5.13240909576416 }, { "layer": "layer.50.self_attn.q_proj", "ppl": 5.132899284362793 }, { "layer": "layer.50.self_attn.k_proj", "ppl": 5.1327714920043945 }, { "layer": "layer.50.self_attn.v_proj", "ppl": 5.132623672485352 }, { "layer": "layer.50.self_attn.o_proj", "ppl": 5.132757663726807 }, { "layer": "layer.50.mlp.gate_proj", "ppl": 5.13283634185791 }, { "layer": "layer.50.mlp.up_proj", "ppl": 5.132684707641602 }, { "layer": "layer.50.mlp.down_proj", "ppl": 5.132608890533447 }, { "layer": "layer.51.self_attn.q_proj", "ppl": 5.132801055908203 }, { "layer": "layer.51.self_attn.k_proj", "ppl": 5.132875919342041 }, { "layer": "layer.51.self_attn.v_proj", "ppl": 5.13254451751709 }, { "layer": "layer.51.self_attn.o_proj", "ppl": 5.13258171081543 }, { "layer": "layer.51.mlp.gate_proj", "ppl": 5.13275671005249 }, { "layer": "layer.51.mlp.up_proj", "ppl": 5.132386207580566 }, { "layer": "layer.51.mlp.down_proj", "ppl": 5.132682800292969 }, { "layer": "layer.52.self_attn.q_proj", "ppl": 5.132699966430664 }, { "layer": "layer.52.self_attn.k_proj", "ppl": 5.132720470428467 }, { "layer": "layer.52.self_attn.v_proj", "ppl": 5.132852077484131 }, { "layer": "layer.52.self_attn.o_proj", "ppl": 5.1327948570251465 }, { "layer": "layer.52.mlp.gate_proj", "ppl": 5.132540702819824 }, { "layer": "layer.52.mlp.up_proj", "ppl": 5.1326751708984375 }, { "layer": "layer.52.mlp.down_proj", "ppl": 5.132699966430664 }, { "layer": "layer.53.self_attn.q_proj", "ppl": 5.132691383361816 }, { "layer": "layer.53.self_attn.k_proj", "ppl": 5.132686138153076 }, { "layer": "layer.53.self_attn.v_proj", "ppl": 5.132707118988037 }, { "layer": "layer.53.self_attn.o_proj", "ppl": 5.132692337036133 }, { "layer": "layer.53.mlp.gate_proj", "ppl": 5.132391452789307 }, { "layer": "layer.53.mlp.up_proj", "ppl": 5.132561683654785 }, { "layer": "layer.53.mlp.down_proj", "ppl": 5.132606029510498 }, { "layer": "layer.54.self_attn.q_proj", "ppl": 5.1327738761901855 }, { "layer": "layer.54.self_attn.k_proj", "ppl": 5.132827281951904 }, { "layer": "layer.54.self_attn.v_proj", "ppl": 5.1327924728393555 }, { "layer": "layer.54.self_attn.o_proj", "ppl": 5.132758140563965 }, { "layer": "layer.54.mlp.gate_proj", "ppl": 5.132441520690918 }, { "layer": "layer.54.mlp.up_proj", "ppl": 5.132656574249268 }, { "layer": "layer.54.mlp.down_proj", "ppl": 5.132772922515869 }, { "layer": "layer.55.self_attn.q_proj", "ppl": 5.132853984832764 }, { "layer": "layer.55.self_attn.k_proj", "ppl": 5.132724761962891 }, { "layer": "layer.55.self_attn.v_proj", "ppl": 5.132713317871094 }, { "layer": "layer.55.self_attn.o_proj", "ppl": 5.13286828994751 }, { "layer": "layer.55.mlp.gate_proj", "ppl": 5.132623672485352 }, { "layer": "layer.55.mlp.up_proj", "ppl": 5.132678985595703 }, { "layer": "layer.55.mlp.down_proj", "ppl": 5.1322922706604 }, { "layer": "layer.56.self_attn.q_proj", "ppl": 5.132972717285156 }, { "layer": "layer.56.self_attn.k_proj", "ppl": 5.132791519165039 }, { "layer": "layer.56.self_attn.v_proj", "ppl": 5.132754802703857 }, { "layer": "layer.56.self_attn.o_proj", "ppl": 5.132771968841553 }, { "layer": "layer.56.mlp.gate_proj", "ppl": 5.13254451751709 }, { "layer": "layer.56.mlp.up_proj", "ppl": 5.13255500793457 }, { "layer": "layer.56.mlp.down_proj", "ppl": 5.132532596588135 }, { "layer": "layer.57.self_attn.q_proj", "ppl": 5.132679462432861 }, { "layer": "layer.57.self_attn.k_proj", "ppl": 5.132699966430664 }, { "layer": "layer.57.self_attn.v_proj", "ppl": 5.132724285125732 }, { "layer": "layer.57.self_attn.o_proj", "ppl": 5.1327805519104 }, { "layer": "layer.57.mlp.gate_proj", "ppl": 5.1323933601379395 }, { "layer": "layer.57.mlp.up_proj", "ppl": 5.132779121398926 }, { "layer": "layer.57.mlp.down_proj", "ppl": 5.132609844207764 }, { "layer": "layer.58.self_attn.q_proj", "ppl": 5.132742404937744 }, { "layer": "layer.58.self_attn.k_proj", "ppl": 5.132768630981445 }, { "layer": "layer.58.self_attn.v_proj", "ppl": 5.132843971252441 }, { "layer": "layer.58.self_attn.o_proj", "ppl": 5.132800102233887 }, { "layer": "layer.58.mlp.gate_proj", "ppl": 5.13251256942749 }, { "layer": "layer.58.mlp.up_proj", "ppl": 5.132608413696289 }, { "layer": "layer.58.mlp.down_proj", "ppl": 5.132568359375 }, { "layer": "layer.59.self_attn.q_proj", "ppl": 5.132893085479736 }, { "layer": "layer.59.self_attn.k_proj", "ppl": 5.132826805114746 }, { "layer": "layer.59.self_attn.v_proj", "ppl": 5.13262414932251 }, { "layer": "layer.59.self_attn.o_proj", "ppl": 5.132793426513672 }, { "layer": "layer.59.mlp.gate_proj", "ppl": 5.132507801055908 }, { "layer": "layer.59.mlp.up_proj", "ppl": 5.132815361022949 }, { "layer": "layer.59.mlp.down_proj", "ppl": 5.132623672485352 }, { "layer": "layer.60.self_attn.q_proj", "ppl": 5.13279914855957 }, { "layer": "layer.60.self_attn.k_proj", "ppl": 5.132804870605469 }, { "layer": "layer.60.self_attn.v_proj", "ppl": 5.13270378112793 }, { "layer": "layer.60.self_attn.o_proj", "ppl": 5.132801055908203 }, { "layer": "layer.60.mlp.gate_proj", "ppl": 5.132315635681152 }, { "layer": "layer.60.mlp.up_proj", "ppl": 5.1326141357421875 }, { "layer": "layer.60.mlp.down_proj", "ppl": 5.132396221160889 }, { "layer": "layer.61.self_attn.q_proj", "ppl": 5.132761001586914 }, { "layer": "layer.61.self_attn.k_proj", "ppl": 5.1328630447387695 }, { "layer": "layer.61.self_attn.v_proj", "ppl": 5.132832050323486 }, { "layer": "layer.61.self_attn.o_proj", "ppl": 5.132689952850342 }, { "layer": "layer.61.mlp.gate_proj", "ppl": 5.132771968841553 }, { "layer": "layer.61.mlp.up_proj", "ppl": 5.1324968338012695 }, { "layer": "layer.61.mlp.down_proj", "ppl": 5.132652759552002 }, { "layer": "layer.62.self_attn.q_proj", "ppl": 5.132415294647217 }, { "layer": "layer.62.self_attn.k_proj", "ppl": 5.132948398590088 }, { "layer": "layer.62.self_attn.v_proj", "ppl": 5.132611274719238 }, { "layer": "layer.62.self_attn.o_proj", "ppl": 5.132914066314697 }, { "layer": "layer.62.mlp.gate_proj", "ppl": 5.132662773132324 }, { "layer": "layer.62.mlp.up_proj", "ppl": 5.132874965667725 }, { "layer": "layer.62.mlp.down_proj", "ppl": 5.132899761199951 }, { "layer": "layer.63.self_attn.q_proj", "ppl": 5.132757663726807 }, { "layer": "layer.63.self_attn.k_proj", "ppl": 5.132714748382568 }, { "layer": "layer.63.self_attn.v_proj", "ppl": 5.132822036743164 }, { "layer": "layer.63.self_attn.o_proj", "ppl": 5.1328229904174805 }, { "layer": "layer.63.mlp.gate_proj", "ppl": 5.1318440437316895 }, { "layer": "layer.63.mlp.up_proj", "ppl": 5.131999969482422 }, { "layer": "layer.63.mlp.down_proj", "ppl": 5.132099628448486 } ] }, { "bit": 13, "ppls": [ { "layer": "layer.0.self_attn.q_proj", "ppl": 5.114543437957764 }, { "layer": "layer.0.self_attn.k_proj", "ppl": 5.114698886871338 }, { "layer": "layer.0.self_attn.v_proj", "ppl": 5.114792346954346 }, { "layer": "layer.0.self_attn.o_proj", "ppl": 5.114659786224365 }, { "layer": "layer.0.mlp.gate_proj", "ppl": 5.114670276641846 }, { "layer": "layer.0.mlp.up_proj", "ppl": 5.114816188812256 }, { "layer": "layer.0.mlp.down_proj", "ppl": 5.114628791809082 }, { "layer": "layer.1.self_attn.q_proj", "ppl": 5.114859104156494 }, { "layer": "layer.1.self_attn.k_proj", "ppl": 5.114776134490967 }, { "layer": "layer.1.self_attn.v_proj", "ppl": 5.114686965942383 }, { "layer": "layer.1.self_attn.o_proj", "ppl": 5.114908218383789 }, { "layer": "layer.1.mlp.gate_proj", "ppl": 5.114889144897461 }, { "layer": "layer.1.mlp.up_proj", "ppl": 5.114810466766357 }, { "layer": "layer.1.mlp.down_proj", "ppl": 5.114963531494141 }, { "layer": "layer.2.self_attn.q_proj", "ppl": 5.114828586578369 }, { "layer": "layer.2.self_attn.k_proj", "ppl": 5.11479377746582 }, { "layer": "layer.2.self_attn.v_proj", "ppl": 5.114848613739014 }, { "layer": "layer.2.self_attn.o_proj", "ppl": 5.114762783050537 }, { "layer": "layer.2.mlp.gate_proj", "ppl": 5.114757061004639 }, { "layer": "layer.2.mlp.up_proj", "ppl": 5.114771366119385 }, { "layer": "layer.2.mlp.down_proj", "ppl": 5.114712238311768 }, { "layer": "layer.3.self_attn.q_proj", "ppl": 5.114814758300781 }, { "layer": "layer.3.self_attn.k_proj", "ppl": 5.114831447601318 }, { "layer": "layer.3.self_attn.v_proj", "ppl": 5.114654541015625 }, { "layer": "layer.3.self_attn.o_proj", "ppl": 5.114706993103027 }, { "layer": "layer.3.mlp.gate_proj", "ppl": 5.114821434020996 }, { "layer": "layer.3.mlp.up_proj", "ppl": 5.115067005157471 }, { "layer": "layer.3.mlp.down_proj", "ppl": 5.114701747894287 }, { "layer": "layer.4.self_attn.q_proj", "ppl": 5.114818572998047 }, { "layer": "layer.4.self_attn.k_proj", "ppl": 5.114828109741211 }, { "layer": "layer.4.self_attn.v_proj", "ppl": 5.114930152893066 }, { "layer": "layer.4.self_attn.o_proj", "ppl": 5.114818572998047 }, { "layer": "layer.4.mlp.gate_proj", "ppl": 5.114773273468018 }, { "layer": "layer.4.mlp.up_proj", "ppl": 5.114877700805664 }, { "layer": "layer.4.mlp.down_proj", "ppl": 5.115037441253662 }, { "layer": "layer.5.self_attn.q_proj", "ppl": 5.114892959594727 }, { "layer": "layer.5.self_attn.k_proj", "ppl": 5.114766597747803 }, { "layer": "layer.5.self_attn.v_proj", "ppl": 5.114768028259277 }, { "layer": "layer.5.self_attn.o_proj", "ppl": 5.114649772644043 }, { "layer": "layer.5.mlp.gate_proj", "ppl": 5.114577293395996 }, { "layer": "layer.5.mlp.up_proj", "ppl": 5.114926338195801 }, { "layer": "layer.5.mlp.down_proj", "ppl": 5.114810466766357 }, { "layer": "layer.6.self_attn.q_proj", "ppl": 5.114688873291016 }, { "layer": "layer.6.self_attn.k_proj", "ppl": 5.114828586578369 }, { "layer": "layer.6.self_attn.v_proj", "ppl": 5.114691734313965 }, { "layer": "layer.6.self_attn.o_proj", "ppl": 5.114742755889893 }, { "layer": "layer.6.mlp.gate_proj", "ppl": 5.114723205566406 }, { "layer": "layer.6.mlp.up_proj", "ppl": 5.114821910858154 }, { "layer": "layer.6.mlp.down_proj", "ppl": 5.114811897277832 }, { "layer": "layer.7.self_attn.q_proj", "ppl": 5.114819049835205 }, { "layer": "layer.7.self_attn.k_proj", "ppl": 5.114780426025391 }, { "layer": "layer.7.self_attn.v_proj", "ppl": 5.114693641662598 }, { "layer": "layer.7.self_attn.o_proj", "ppl": 5.114869594573975 }, { "layer": "layer.7.mlp.gate_proj", "ppl": 5.114668369293213 }, { "layer": "layer.7.mlp.up_proj", "ppl": 5.114778518676758 }, { "layer": "layer.7.mlp.down_proj", "ppl": 5.114760875701904 }, { "layer": "layer.8.self_attn.q_proj", "ppl": 5.114854335784912 }, { "layer": "layer.8.self_attn.k_proj", "ppl": 5.114963531494141 }, { "layer": "layer.8.self_attn.v_proj", "ppl": 5.1149582862854 }, { "layer": "layer.8.self_attn.o_proj", "ppl": 5.114957332611084 }, { "layer": "layer.8.mlp.gate_proj", "ppl": 5.1149091720581055 }, { "layer": "layer.8.mlp.up_proj", "ppl": 5.114632606506348 }, { "layer": "layer.8.mlp.down_proj", "ppl": 5.114706993103027 }, { "layer": "layer.9.self_attn.q_proj", "ppl": 5.114701271057129 }, { "layer": "layer.9.self_attn.k_proj", "ppl": 5.114963531494141 }, { "layer": "layer.9.self_attn.v_proj", "ppl": 5.114778995513916 }, { "layer": "layer.9.self_attn.o_proj", "ppl": 5.114813327789307 }, { "layer": "layer.9.mlp.gate_proj", "ppl": 5.1145830154418945 }, { "layer": "layer.9.mlp.up_proj", "ppl": 5.114751815795898 }, { "layer": "layer.9.mlp.down_proj", "ppl": 5.115027904510498 }, { "layer": "layer.10.self_attn.q_proj", "ppl": 5.114853382110596 }, { "layer": "layer.10.self_attn.k_proj", "ppl": 5.11492919921875 }, { "layer": "layer.10.self_attn.v_proj", "ppl": 5.114891529083252 }, { "layer": "layer.10.self_attn.o_proj", "ppl": 5.114985466003418 }, { "layer": "layer.10.mlp.gate_proj", "ppl": 5.114774703979492 }, { "layer": "layer.10.mlp.up_proj", "ppl": 5.114573001861572 }, { "layer": "layer.10.mlp.down_proj", "ppl": 5.114974498748779 }, { "layer": "layer.11.self_attn.q_proj", "ppl": 5.11485481262207 }, { "layer": "layer.11.self_attn.k_proj", "ppl": 5.114735126495361 }, { "layer": "layer.11.self_attn.v_proj", "ppl": 5.114924907684326 }, { "layer": "layer.11.self_attn.o_proj", "ppl": 5.114617824554443 }, { "layer": "layer.11.mlp.gate_proj", "ppl": 5.114928722381592 }, { "layer": "layer.11.mlp.up_proj", "ppl": 5.1149139404296875 }, { "layer": "layer.11.mlp.down_proj", "ppl": 5.114770412445068 }, { "layer": "layer.12.self_attn.q_proj", "ppl": 5.114716529846191 }, { "layer": "layer.12.self_attn.k_proj", "ppl": 5.114903926849365 }, { "layer": "layer.12.self_attn.v_proj", "ppl": 5.114850044250488 }, { "layer": "layer.12.self_attn.o_proj", "ppl": 5.114766597747803 }, { "layer": "layer.12.mlp.gate_proj", "ppl": 5.114835262298584 }, { "layer": "layer.12.mlp.up_proj", "ppl": 5.114701747894287 }, { "layer": "layer.12.mlp.down_proj", "ppl": 5.114735126495361 }, { "layer": "layer.13.self_attn.q_proj", "ppl": 5.114872932434082 }, { "layer": "layer.13.self_attn.k_proj", "ppl": 5.114864349365234 }, { "layer": "layer.13.self_attn.v_proj", "ppl": 5.114797592163086 }, { "layer": "layer.13.self_attn.o_proj", "ppl": 5.114795207977295 }, { "layer": "layer.13.mlp.gate_proj", "ppl": 5.114744663238525 }, { "layer": "layer.13.mlp.up_proj", "ppl": 5.114565849304199 }, { "layer": "layer.13.mlp.down_proj", "ppl": 5.114766597747803 }, { "layer": "layer.14.self_attn.q_proj", "ppl": 5.114904403686523 }, { "layer": "layer.14.self_attn.k_proj", "ppl": 5.11492919921875 }, { "layer": "layer.14.self_attn.v_proj", "ppl": 5.114878177642822 }, { "layer": "layer.14.self_attn.o_proj", "ppl": 5.114903926849365 }, { "layer": "layer.14.mlp.gate_proj", "ppl": 5.114806175231934 }, { "layer": "layer.14.mlp.up_proj", "ppl": 5.114975452423096 }, { "layer": "layer.14.mlp.down_proj", "ppl": 5.114803314208984 }, { "layer": "layer.15.self_attn.q_proj", "ppl": 5.114842414855957 }, { "layer": "layer.15.self_attn.k_proj", "ppl": 5.114779949188232 }, { "layer": "layer.15.self_attn.v_proj", "ppl": 5.114771842956543 }, { "layer": "layer.15.self_attn.o_proj", "ppl": 5.114851951599121 }, { "layer": "layer.15.mlp.gate_proj", "ppl": 5.114849090576172 }, { "layer": "layer.15.mlp.up_proj", "ppl": 5.114786624908447 }, { "layer": "layer.15.mlp.down_proj", "ppl": 5.114809513092041 }, { "layer": "layer.16.self_attn.q_proj", "ppl": 5.114773273468018 }, { "layer": "layer.16.self_attn.k_proj", "ppl": 5.114843845367432 }, { "layer": "layer.16.self_attn.v_proj", "ppl": 5.114851474761963 }, { "layer": "layer.16.self_attn.o_proj", "ppl": 5.114744186401367 }, { "layer": "layer.16.mlp.gate_proj", "ppl": 5.114515781402588 }, { "layer": "layer.16.mlp.up_proj", "ppl": 5.11478853225708 }, { "layer": "layer.16.mlp.down_proj", "ppl": 5.114848613739014 }, { "layer": "layer.17.self_attn.q_proj", "ppl": 5.114898204803467 }, { "layer": "layer.17.self_attn.k_proj", "ppl": 5.114995002746582 }, { "layer": "layer.17.self_attn.v_proj", "ppl": 5.114749908447266 }, { "layer": "layer.17.self_attn.o_proj", "ppl": 5.114655017852783 }, { "layer": "layer.17.mlp.gate_proj", "ppl": 5.114462852478027 }, { "layer": "layer.17.mlp.up_proj", "ppl": 5.114941120147705 }, { "layer": "layer.17.mlp.down_proj", "ppl": 5.114841938018799 }, { "layer": "layer.18.self_attn.q_proj", "ppl": 5.114986419677734 }, { "layer": "layer.18.self_attn.k_proj", "ppl": 5.11475133895874 }, { "layer": "layer.18.self_attn.v_proj", "ppl": 5.114840507507324 }, { "layer": "layer.18.self_attn.o_proj", "ppl": 5.114787578582764 }, { "layer": "layer.18.mlp.gate_proj", "ppl": 5.114903926849365 }, { "layer": "layer.18.mlp.up_proj", "ppl": 5.115045070648193 }, { "layer": "layer.18.mlp.down_proj", "ppl": 5.114989757537842 }, { "layer": "layer.19.self_attn.q_proj", "ppl": 5.114885330200195 }, { "layer": "layer.19.self_attn.k_proj", "ppl": 5.11490535736084 }, { "layer": "layer.19.self_attn.v_proj", "ppl": 5.114838123321533 }, { "layer": "layer.19.self_attn.o_proj", "ppl": 5.114890098571777 }, { "layer": "layer.19.mlp.gate_proj", "ppl": 5.1148457527160645 }, { "layer": "layer.19.mlp.up_proj", "ppl": 5.114710330963135 }, { "layer": "layer.19.mlp.down_proj", "ppl": 5.114813327789307 }, { "layer": "layer.20.self_attn.q_proj", "ppl": 5.114631175994873 }, { "layer": "layer.20.self_attn.k_proj", "ppl": 5.114692211151123 }, { "layer": "layer.20.self_attn.v_proj", "ppl": 5.114753723144531 }, { "layer": "layer.20.self_attn.o_proj", "ppl": 5.1149210929870605 }, { "layer": "layer.20.mlp.gate_proj", "ppl": 5.11488151550293 }, { "layer": "layer.20.mlp.up_proj", "ppl": 5.114658832550049 }, { "layer": "layer.20.mlp.down_proj", "ppl": 5.114558219909668 }, { "layer": "layer.21.self_attn.q_proj", "ppl": 5.114738941192627 }, { "layer": "layer.21.self_attn.k_proj", "ppl": 5.114681243896484 }, { "layer": "layer.21.self_attn.v_proj", "ppl": 5.114861488342285 }, { "layer": "layer.21.self_attn.o_proj", "ppl": 5.114789962768555 }, { "layer": "layer.21.mlp.gate_proj", "ppl": 5.11478328704834 }, { "layer": "layer.21.mlp.up_proj", "ppl": 5.114546298980713 }, { "layer": "layer.21.mlp.down_proj", "ppl": 5.114755630493164 }, { "layer": "layer.22.self_attn.q_proj", "ppl": 5.114778518676758 }, { "layer": "layer.22.self_attn.k_proj", "ppl": 5.11489725112915 }, { "layer": "layer.22.self_attn.v_proj", "ppl": 5.114832878112793 }, { "layer": "layer.22.self_attn.o_proj", "ppl": 5.114769458770752 }, { "layer": "layer.22.mlp.gate_proj", "ppl": 5.114695072174072 }, { "layer": "layer.22.mlp.up_proj", "ppl": 5.114797592163086 }, { "layer": "layer.22.mlp.down_proj", "ppl": 5.11460542678833 }, { "layer": "layer.23.self_attn.q_proj", "ppl": 5.114835262298584 }, { "layer": "layer.23.self_attn.k_proj", "ppl": 5.114848613739014 }, { "layer": "layer.23.self_attn.v_proj", "ppl": 5.114610195159912 }, { "layer": "layer.23.self_attn.o_proj", "ppl": 5.114724159240723 }, { "layer": "layer.23.mlp.gate_proj", "ppl": 5.11492919921875 }, { "layer": "layer.23.mlp.up_proj", "ppl": 5.114575386047363 }, { "layer": "layer.23.mlp.down_proj", "ppl": 5.115007400512695 }, { "layer": "layer.24.self_attn.q_proj", "ppl": 5.114776134490967 }, { "layer": "layer.24.self_attn.k_proj", "ppl": 5.114821910858154 }, { "layer": "layer.24.self_attn.v_proj", "ppl": 5.114728927612305 }, { "layer": "layer.24.self_attn.o_proj", "ppl": 5.114529132843018 }, { "layer": "layer.24.mlp.gate_proj", "ppl": 5.114556789398193 }, { "layer": "layer.24.mlp.up_proj", "ppl": 5.11478853225708 }, { "layer": "layer.24.mlp.down_proj", "ppl": 5.114832878112793 }, { "layer": "layer.25.self_attn.q_proj", "ppl": 5.114946365356445 }, { "layer": "layer.25.self_attn.k_proj", "ppl": 5.114769458770752 }, { "layer": "layer.25.self_attn.v_proj", "ppl": 5.114572525024414 }, { "layer": "layer.25.self_attn.o_proj", "ppl": 5.114850044250488 }, { "layer": "layer.25.mlp.gate_proj", "ppl": 5.114807605743408 }, { "layer": "layer.25.mlp.up_proj", "ppl": 5.114981174468994 }, { "layer": "layer.25.mlp.down_proj", "ppl": 5.114925861358643 }, { "layer": "layer.26.self_attn.q_proj", "ppl": 5.114799976348877 }, { "layer": "layer.26.self_attn.k_proj", "ppl": 5.114855766296387 }, { "layer": "layer.26.self_attn.v_proj", "ppl": 5.1148295402526855 }, { "layer": "layer.26.self_attn.o_proj", "ppl": 5.114599704742432 }, { "layer": "layer.26.mlp.gate_proj", "ppl": 5.114818572998047 }, { "layer": "layer.26.mlp.up_proj", "ppl": 5.1147589683532715 }, { "layer": "layer.26.mlp.down_proj", "ppl": 5.1149187088012695 }, { "layer": "layer.27.self_attn.q_proj", "ppl": 5.114797592163086 }, { "layer": "layer.27.self_attn.k_proj", "ppl": 5.114723205566406 }, { "layer": "layer.27.self_attn.v_proj", "ppl": 5.1146464347839355 }, { "layer": "layer.27.self_attn.o_proj", "ppl": 5.114482879638672 }, { "layer": "layer.27.mlp.gate_proj", "ppl": 5.114805221557617 }, { "layer": "layer.27.mlp.up_proj", "ppl": 5.114691734313965 }, { "layer": "layer.27.mlp.down_proj", "ppl": 5.114490032196045 }, { "layer": "layer.28.self_attn.q_proj", "ppl": 5.114588737487793 }, { "layer": "layer.28.self_attn.k_proj", "ppl": 5.114886283874512 }, { "layer": "layer.28.self_attn.v_proj", "ppl": 5.114955902099609 }, { "layer": "layer.28.self_attn.o_proj", "ppl": 5.114998817443848 }, { "layer": "layer.28.mlp.gate_proj", "ppl": 5.114819049835205 }, { "layer": "layer.28.mlp.up_proj", "ppl": 5.114469051361084 }, { "layer": "layer.28.mlp.down_proj", "ppl": 5.114766597747803 }, { "layer": "layer.29.self_attn.q_proj", "ppl": 5.114814758300781 }, { "layer": "layer.29.self_attn.k_proj", "ppl": 5.11467981338501 }, { "layer": "layer.29.self_attn.v_proj", "ppl": 5.114688873291016 }, { "layer": "layer.29.self_attn.o_proj", "ppl": 5.11486291885376 }, { "layer": "layer.29.mlp.gate_proj", "ppl": 5.114904403686523 }, { "layer": "layer.29.mlp.up_proj", "ppl": 5.114962100982666 }, { "layer": "layer.29.mlp.down_proj", "ppl": 5.114799976348877 }, { "layer": "layer.30.self_attn.q_proj", "ppl": 5.1146559715271 }, { "layer": "layer.30.self_attn.k_proj", "ppl": 5.114869594573975 }, { "layer": "layer.30.self_attn.v_proj", "ppl": 5.114617824554443 }, { "layer": "layer.30.self_attn.o_proj", "ppl": 5.114875316619873 }, { "layer": "layer.30.mlp.gate_proj", "ppl": 5.114785671234131 }, { "layer": "layer.30.mlp.up_proj", "ppl": 5.114953517913818 }, { "layer": "layer.30.mlp.down_proj", "ppl": 5.114731788635254 }, { "layer": "layer.31.self_attn.q_proj", "ppl": 5.114952087402344 }, { "layer": "layer.31.self_attn.k_proj", "ppl": 5.114721775054932 }, { "layer": "layer.31.self_attn.v_proj", "ppl": 5.114919185638428 }, { "layer": "layer.31.self_attn.o_proj", "ppl": 5.114796161651611 }, { "layer": "layer.31.mlp.gate_proj", "ppl": 5.114784240722656 }, { "layer": "layer.31.mlp.up_proj", "ppl": 5.114989757537842 }, { "layer": "layer.31.mlp.down_proj", "ppl": 5.11508846282959 }, { "layer": "layer.32.self_attn.q_proj", "ppl": 5.114710330963135 }, { "layer": "layer.32.self_attn.k_proj", "ppl": 5.114749908447266 }, { "layer": "layer.32.self_attn.v_proj", "ppl": 5.114926338195801 }, { "layer": "layer.32.self_attn.o_proj", "ppl": 5.114989280700684 }, { "layer": "layer.32.mlp.gate_proj", "ppl": 5.114978313446045 }, { "layer": "layer.32.mlp.up_proj", "ppl": 5.115060329437256 }, { "layer": "layer.32.mlp.down_proj", "ppl": 5.114744186401367 }, { "layer": "layer.33.self_attn.q_proj", "ppl": 5.114740371704102 }, { "layer": "layer.33.self_attn.k_proj", "ppl": 5.114735126495361 }, { "layer": "layer.33.self_attn.v_proj", "ppl": 5.114850044250488 }, { "layer": "layer.33.self_attn.o_proj", "ppl": 5.114814281463623 }, { "layer": "layer.33.mlp.gate_proj", "ppl": 5.114601135253906 }, { "layer": "layer.33.mlp.up_proj", "ppl": 5.114762306213379 }, { "layer": "layer.33.mlp.down_proj", "ppl": 5.114654541015625 }, { "layer": "layer.34.self_attn.q_proj", "ppl": 5.114838123321533 }, { "layer": "layer.34.self_attn.k_proj", "ppl": 5.114709854125977 }, { "layer": "layer.34.self_attn.v_proj", "ppl": 5.114753723144531 }, { "layer": "layer.34.self_attn.o_proj", "ppl": 5.114781379699707 }, { "layer": "layer.34.mlp.gate_proj", "ppl": 5.114553451538086 }, { "layer": "layer.34.mlp.up_proj", "ppl": 5.1148200035095215 }, { "layer": "layer.34.mlp.down_proj", "ppl": 5.114489555358887 }, { "layer": "layer.35.self_attn.q_proj", "ppl": 5.114889144897461 }, { "layer": "layer.35.self_attn.k_proj", "ppl": 5.11485481262207 }, { "layer": "layer.35.self_attn.v_proj", "ppl": 5.114857196807861 }, { "layer": "layer.35.self_attn.o_proj", "ppl": 5.114925861358643 }, { "layer": "layer.35.mlp.gate_proj", "ppl": 5.114892959594727 }, { "layer": "layer.35.mlp.up_proj", "ppl": 5.114771842956543 }, { "layer": "layer.35.mlp.down_proj", "ppl": 5.114784240722656 }, { "layer": "layer.36.self_attn.q_proj", "ppl": 5.114904403686523 }, { "layer": "layer.36.self_attn.k_proj", "ppl": 5.114814758300781 }, { "layer": "layer.36.self_attn.v_proj", "ppl": 5.114879131317139 }, { "layer": "layer.36.self_attn.o_proj", "ppl": 5.114861488342285 }, { "layer": "layer.36.mlp.gate_proj", "ppl": 5.11469030380249 }, { "layer": "layer.36.mlp.up_proj", "ppl": 5.114912033081055 }, { "layer": "layer.36.mlp.down_proj", "ppl": 5.114612579345703 }, { "layer": "layer.37.self_attn.q_proj", "ppl": 5.114933013916016 }, { "layer": "layer.37.self_attn.k_proj", "ppl": 5.1149210929870605 }, { "layer": "layer.37.self_attn.v_proj", "ppl": 5.114657402038574 }, { "layer": "layer.37.self_attn.o_proj", "ppl": 5.115036487579346 }, { "layer": "layer.37.mlp.gate_proj", "ppl": 5.114774703979492 }, { "layer": "layer.37.mlp.up_proj", "ppl": 5.114877700805664 }, { "layer": "layer.37.mlp.down_proj", "ppl": 5.114558219909668 }, { "layer": "layer.38.self_attn.q_proj", "ppl": 5.114706039428711 }, { "layer": "layer.38.self_attn.k_proj", "ppl": 5.115040302276611 }, { "layer": "layer.38.self_attn.v_proj", "ppl": 5.1146464347839355 }, { "layer": "layer.38.self_attn.o_proj", "ppl": 5.114694595336914 }, { "layer": "layer.38.mlp.gate_proj", "ppl": 5.114675998687744 }, { "layer": "layer.38.mlp.up_proj", "ppl": 5.1145524978637695 }, { "layer": "layer.38.mlp.down_proj", "ppl": 5.114960670471191 }, { "layer": "layer.39.self_attn.q_proj", "ppl": 5.114664554595947 }, { "layer": "layer.39.self_attn.k_proj", "ppl": 5.114809513092041 }, { "layer": "layer.39.self_attn.v_proj", "ppl": 5.114704608917236 }, { "layer": "layer.39.self_attn.o_proj", "ppl": 5.11475944519043 }, { "layer": "layer.39.mlp.gate_proj", "ppl": 5.114952087402344 }, { "layer": "layer.39.mlp.up_proj", "ppl": 5.114799976348877 }, { "layer": "layer.39.mlp.down_proj", "ppl": 5.114182949066162 }, { "layer": "layer.40.self_attn.q_proj", "ppl": 5.114752292633057 }, { "layer": "layer.40.self_attn.k_proj", "ppl": 5.114760398864746 }, { "layer": "layer.40.self_attn.v_proj", "ppl": 5.1148576736450195 }, { "layer": "layer.40.self_attn.o_proj", "ppl": 5.114726543426514 }, { "layer": "layer.40.mlp.gate_proj", "ppl": 5.114617824554443 }, { "layer": "layer.40.mlp.up_proj", "ppl": 5.1151957511901855 }, { "layer": "layer.40.mlp.down_proj", "ppl": 5.114799499511719 }, { "layer": "layer.41.self_attn.q_proj", "ppl": 5.114957332611084 }, { "layer": "layer.41.self_attn.k_proj", "ppl": 5.1148481369018555 }, { "layer": "layer.41.self_attn.v_proj", "ppl": 5.114723205566406 }, { "layer": "layer.41.self_attn.o_proj", "ppl": 5.114851474761963 }, { "layer": "layer.41.mlp.gate_proj", "ppl": 5.114861965179443 }, { "layer": "layer.41.mlp.up_proj", "ppl": 5.115030288696289 }, { "layer": "layer.41.mlp.down_proj", "ppl": 5.114680767059326 }, { "layer": "layer.42.self_attn.q_proj", "ppl": 5.1148176193237305 }, { "layer": "layer.42.self_attn.k_proj", "ppl": 5.11467170715332 }, { "layer": "layer.42.self_attn.v_proj", "ppl": 5.1147966384887695 }, { "layer": "layer.42.self_attn.o_proj", "ppl": 5.114818572998047 }, { "layer": "layer.42.mlp.gate_proj", "ppl": 5.11496639251709 }, { "layer": "layer.42.mlp.up_proj", "ppl": 5.115106582641602 }, { "layer": "layer.42.mlp.down_proj", "ppl": 5.114665985107422 }, { "layer": "layer.43.self_attn.q_proj", "ppl": 5.114895820617676 }, { "layer": "layer.43.self_attn.k_proj", "ppl": 5.114954948425293 }, { "layer": "layer.43.self_attn.v_proj", "ppl": 5.115101337432861 }, { "layer": "layer.43.self_attn.o_proj", "ppl": 5.114901065826416 }, { "layer": "layer.43.mlp.gate_proj", "ppl": 5.114625453948975 }, { "layer": "layer.43.mlp.up_proj", "ppl": 5.114595890045166 }, { "layer": "layer.43.mlp.down_proj", "ppl": 5.11440372467041 }, { "layer": "layer.44.self_attn.q_proj", "ppl": 5.114721775054932 }, { "layer": "layer.44.self_attn.k_proj", "ppl": 5.114696025848389 }, { "layer": "layer.44.self_attn.v_proj", "ppl": 5.1151123046875 }, { "layer": "layer.44.self_attn.o_proj", "ppl": 5.115078926086426 }, { "layer": "layer.44.mlp.gate_proj", "ppl": 5.114686489105225 }, { "layer": "layer.44.mlp.up_proj", "ppl": 5.114592552185059 }, { "layer": "layer.44.mlp.down_proj", "ppl": 5.11489200592041 }, { "layer": "layer.45.self_attn.q_proj", "ppl": 5.114778518676758 }, { "layer": "layer.45.self_attn.k_proj", "ppl": 5.1149582862854 }, { "layer": "layer.45.self_attn.v_proj", "ppl": 5.114931583404541 }, { "layer": "layer.45.self_attn.o_proj", "ppl": 5.114651679992676 }, { "layer": "layer.45.mlp.gate_proj", "ppl": 5.114768028259277 }, { "layer": "layer.45.mlp.up_proj", "ppl": 5.114647388458252 }, { "layer": "layer.45.mlp.down_proj", "ppl": 5.114594459533691 }, { "layer": "layer.46.self_attn.q_proj", "ppl": 5.114905834197998 }, { "layer": "layer.46.self_attn.k_proj", "ppl": 5.114870548248291 }, { "layer": "layer.46.self_attn.v_proj", "ppl": 5.1146626472473145 }, { "layer": "layer.46.self_attn.o_proj", "ppl": 5.114933013916016 }, { "layer": "layer.46.mlp.gate_proj", "ppl": 5.114725589752197 }, { "layer": "layer.46.mlp.up_proj", "ppl": 5.114274978637695 }, { "layer": "layer.46.mlp.down_proj", "ppl": 5.114947319030762 }, { "layer": "layer.47.self_attn.q_proj", "ppl": 5.114755153656006 }, { "layer": "layer.47.self_attn.k_proj", "ppl": 5.114803791046143 }, { "layer": "layer.47.self_attn.v_proj", "ppl": 5.114877700805664 }, { "layer": "layer.47.self_attn.o_proj", "ppl": 5.114954948425293 }, { "layer": "layer.47.mlp.gate_proj", "ppl": 5.114717960357666 }, { "layer": "layer.47.mlp.up_proj", "ppl": 5.114630222320557 }, { "layer": "layer.47.mlp.down_proj", "ppl": 5.114574909210205 }, { "layer": "layer.48.self_attn.q_proj", "ppl": 5.114612579345703 }, { "layer": "layer.48.self_attn.k_proj", "ppl": 5.11478853225708 }, { "layer": "layer.48.self_attn.v_proj", "ppl": 5.114880561828613 }, { "layer": "layer.48.self_attn.o_proj", "ppl": 5.114855766296387 }, { "layer": "layer.48.mlp.gate_proj", "ppl": 5.11470890045166 }, { "layer": "layer.48.mlp.up_proj", "ppl": 5.11475944519043 }, { "layer": "layer.48.mlp.down_proj", "ppl": 5.1146559715271 }, { "layer": "layer.49.self_attn.q_proj", "ppl": 5.114802360534668 }, { "layer": "layer.49.self_attn.k_proj", "ppl": 5.114763259887695 }, { "layer": "layer.49.self_attn.v_proj", "ppl": 5.114786624908447 }, { "layer": "layer.49.self_attn.o_proj", "ppl": 5.114978313446045 }, { "layer": "layer.49.mlp.gate_proj", "ppl": 5.114587783813477 }, { "layer": "layer.49.mlp.up_proj", "ppl": 5.114521026611328 }, { "layer": "layer.49.mlp.down_proj", "ppl": 5.114843845367432 }, { "layer": "layer.50.self_attn.q_proj", "ppl": 5.114750385284424 }, { "layer": "layer.50.self_attn.k_proj", "ppl": 5.114688873291016 }, { "layer": "layer.50.self_attn.v_proj", "ppl": 5.114691734313965 }, { "layer": "layer.50.self_attn.o_proj", "ppl": 5.114610195159912 }, { "layer": "layer.50.mlp.gate_proj", "ppl": 5.114497661590576 }, { "layer": "layer.50.mlp.up_proj", "ppl": 5.1146345138549805 }, { "layer": "layer.50.mlp.down_proj", "ppl": 5.114623069763184 }, { "layer": "layer.51.self_attn.q_proj", "ppl": 5.114763259887695 }, { "layer": "layer.51.self_attn.k_proj", "ppl": 5.1148247718811035 }, { "layer": "layer.51.self_attn.v_proj", "ppl": 5.114778995513916 }, { "layer": "layer.51.self_attn.o_proj", "ppl": 5.114755630493164 }, { "layer": "layer.51.mlp.gate_proj", "ppl": 5.114567756652832 }, { "layer": "layer.51.mlp.up_proj", "ppl": 5.115096092224121 }, { "layer": "layer.51.mlp.down_proj", "ppl": 5.11476993560791 }, { "layer": "layer.52.self_attn.q_proj", "ppl": 5.11467981338501 }, { "layer": "layer.52.self_attn.k_proj", "ppl": 5.115012168884277 }, { "layer": "layer.52.self_attn.v_proj", "ppl": 5.114549160003662 }, { "layer": "layer.52.self_attn.o_proj", "ppl": 5.114752769470215 }, { "layer": "layer.52.mlp.gate_proj", "ppl": 5.114546298980713 }, { "layer": "layer.52.mlp.up_proj", "ppl": 5.114387512207031 }, { "layer": "layer.52.mlp.down_proj", "ppl": 5.114564418792725 }, { "layer": "layer.53.self_attn.q_proj", "ppl": 5.114614009857178 }, { "layer": "layer.53.self_attn.k_proj", "ppl": 5.114880561828613 }, { "layer": "layer.53.self_attn.v_proj", "ppl": 5.114799976348877 }, { "layer": "layer.53.self_attn.o_proj", "ppl": 5.114785194396973 }, { "layer": "layer.53.mlp.gate_proj", "ppl": 5.114736557006836 }, { "layer": "layer.53.mlp.up_proj", "ppl": 5.114698886871338 }, { "layer": "layer.53.mlp.down_proj", "ppl": 5.114697456359863 }, { "layer": "layer.54.self_attn.q_proj", "ppl": 5.114814758300781 }, { "layer": "layer.54.self_attn.k_proj", "ppl": 5.114690780639648 }, { "layer": "layer.54.self_attn.v_proj", "ppl": 5.114755630493164 }, { "layer": "layer.54.self_attn.o_proj", "ppl": 5.11483907699585 }, { "layer": "layer.54.mlp.gate_proj", "ppl": 5.114708423614502 }, { "layer": "layer.54.mlp.up_proj", "ppl": 5.114535808563232 }, { "layer": "layer.54.mlp.down_proj", "ppl": 5.114554405212402 }, { "layer": "layer.55.self_attn.q_proj", "ppl": 5.114751815795898 }, { "layer": "layer.55.self_attn.k_proj", "ppl": 5.114714622497559 }, { "layer": "layer.55.self_attn.v_proj", "ppl": 5.114831447601318 }, { "layer": "layer.55.self_attn.o_proj", "ppl": 5.1147308349609375 }, { "layer": "layer.55.mlp.gate_proj", "ppl": 5.114291191101074 }, { "layer": "layer.55.mlp.up_proj", "ppl": 5.114912033081055 }, { "layer": "layer.55.mlp.down_proj", "ppl": 5.114839553833008 }, { "layer": "layer.56.self_attn.q_proj", "ppl": 5.114657878875732 }, { "layer": "layer.56.self_attn.k_proj", "ppl": 5.114800453186035 }, { "layer": "layer.56.self_attn.v_proj", "ppl": 5.1147661209106445 }, { "layer": "layer.56.self_attn.o_proj", "ppl": 5.114903926849365 }, { "layer": "layer.56.mlp.gate_proj", "ppl": 5.114418029785156 }, { "layer": "layer.56.mlp.up_proj", "ppl": 5.1146769523620605 }, { "layer": "layer.56.mlp.down_proj", "ppl": 5.114871978759766 }, { "layer": "layer.57.self_attn.q_proj", "ppl": 5.114846229553223 }, { "layer": "layer.57.self_attn.k_proj", "ppl": 5.114661693572998 }, { "layer": "layer.57.self_attn.v_proj", "ppl": 5.114802360534668 }, { "layer": "layer.57.self_attn.o_proj", "ppl": 5.114775657653809 }, { "layer": "layer.57.mlp.gate_proj", "ppl": 5.114721775054932 }, { "layer": "layer.57.mlp.up_proj", "ppl": 5.114565849304199 }, { "layer": "layer.57.mlp.down_proj", "ppl": 5.114740371704102 }, { "layer": "layer.58.self_attn.q_proj", "ppl": 5.114877700805664 }, { "layer": "layer.58.self_attn.k_proj", "ppl": 5.114796161651611 }, { "layer": "layer.58.self_attn.v_proj", "ppl": 5.114747047424316 }, { "layer": "layer.58.self_attn.o_proj", "ppl": 5.114735126495361 }, { "layer": "layer.58.mlp.gate_proj", "ppl": 5.1145710945129395 }, { "layer": "layer.58.mlp.up_proj", "ppl": 5.114708423614502 }, { "layer": "layer.58.mlp.down_proj", "ppl": 5.114494800567627 }, { "layer": "layer.59.self_attn.q_proj", "ppl": 5.114763259887695 }, { "layer": "layer.59.self_attn.k_proj", "ppl": 5.11472749710083 }, { "layer": "layer.59.self_attn.v_proj", "ppl": 5.114777088165283 }, { "layer": "layer.59.self_attn.o_proj", "ppl": 5.114718437194824 }, { "layer": "layer.59.mlp.gate_proj", "ppl": 5.114664077758789 }, { "layer": "layer.59.mlp.up_proj", "ppl": 5.114632606506348 }, { "layer": "layer.59.mlp.down_proj", "ppl": 5.1144561767578125 }, { "layer": "layer.60.self_attn.q_proj", "ppl": 5.1148271560668945 }, { "layer": "layer.60.self_attn.k_proj", "ppl": 5.114818572998047 }, { "layer": "layer.60.self_attn.v_proj", "ppl": 5.114657878875732 }, { "layer": "layer.60.self_attn.o_proj", "ppl": 5.114729404449463 }, { "layer": "layer.60.mlp.gate_proj", "ppl": 5.114782810211182 }, { "layer": "layer.60.mlp.up_proj", "ppl": 5.114903926849365 }, { "layer": "layer.60.mlp.down_proj", "ppl": 5.1145477294921875 }, { "layer": "layer.61.self_attn.q_proj", "ppl": 5.114858627319336 }, { "layer": "layer.61.self_attn.k_proj", "ppl": 5.114781379699707 }, { "layer": "layer.61.self_attn.v_proj", "ppl": 5.114498615264893 }, { "layer": "layer.61.self_attn.o_proj", "ppl": 5.114898681640625 }, { "layer": "layer.61.mlp.gate_proj", "ppl": 5.114291191101074 }, { "layer": "layer.61.mlp.up_proj", "ppl": 5.114726543426514 }, { "layer": "layer.61.mlp.down_proj", "ppl": 5.114684104919434 }, { "layer": "layer.62.self_attn.q_proj", "ppl": 5.114960670471191 }, { "layer": "layer.62.self_attn.k_proj", "ppl": 5.11496639251709 }, { "layer": "layer.62.self_attn.v_proj", "ppl": 5.114968299865723 }, { "layer": "layer.62.self_attn.o_proj", "ppl": 5.114717960357666 }, { "layer": "layer.62.mlp.gate_proj", "ppl": 5.114541530609131 }, { "layer": "layer.62.mlp.up_proj", "ppl": 5.1140971183776855 }, { "layer": "layer.62.mlp.down_proj", "ppl": 5.114283084869385 }, { "layer": "layer.63.self_attn.q_proj", "ppl": 5.114737510681152 }, { "layer": "layer.63.self_attn.k_proj", "ppl": 5.11476469039917 }, { "layer": "layer.63.self_attn.v_proj", "ppl": 5.114943981170654 }, { "layer": "layer.63.self_attn.o_proj", "ppl": 5.114957809448242 }, { "layer": "layer.63.mlp.gate_proj", "ppl": 5.114379405975342 }, { "layer": "layer.63.mlp.up_proj", "ppl": 5.114347457885742 }, { "layer": "layer.63.mlp.down_proj", "ppl": 5.114187717437744 } ] }, { "bit": 14, "ppls": [ { "layer": "layer.0.self_attn.q_proj", "ppl": 5.10023307800293 }, { "layer": "layer.0.self_attn.k_proj", "ppl": 5.100203990936279 }, { "layer": "layer.0.self_attn.v_proj", "ppl": 5.10022497177124 }, { "layer": "layer.0.self_attn.o_proj", "ppl": 5.100225925445557 }, { "layer": "layer.0.mlp.gate_proj", "ppl": 5.100339889526367 }, { "layer": "layer.0.mlp.up_proj", "ppl": 5.100144863128662 }, { "layer": "layer.0.mlp.down_proj", "ppl": 5.100189208984375 }, { "layer": "layer.1.self_attn.q_proj", "ppl": 5.100275993347168 }, { "layer": "layer.1.self_attn.k_proj", "ppl": 5.100283622741699 }, { "layer": "layer.1.self_attn.v_proj", "ppl": 5.1002397537231445 }, { "layer": "layer.1.self_attn.o_proj", "ppl": 5.100331783294678 }, { "layer": "layer.1.mlp.gate_proj", "ppl": 5.100298881530762 }, { "layer": "layer.1.mlp.up_proj", "ppl": 5.100198268890381 }, { "layer": "layer.1.mlp.down_proj", "ppl": 5.100339889526367 }, { "layer": "layer.2.self_attn.q_proj", "ppl": 5.100286483764648 }, { "layer": "layer.2.self_attn.k_proj", "ppl": 5.100321292877197 }, { "layer": "layer.2.self_attn.v_proj", "ppl": 5.100160121917725 }, { "layer": "layer.2.self_attn.o_proj", "ppl": 5.100468635559082 }, { "layer": "layer.2.mlp.gate_proj", "ppl": 5.100296497344971 }, { "layer": "layer.2.mlp.up_proj", "ppl": 5.100388526916504 }, { "layer": "layer.2.mlp.down_proj", "ppl": 5.100342273712158 }, { "layer": "layer.3.self_attn.q_proj", "ppl": 5.100185871124268 }, { "layer": "layer.3.self_attn.k_proj", "ppl": 5.10057258605957 }, { "layer": "layer.3.self_attn.v_proj", "ppl": 5.100211143493652 }, { "layer": "layer.3.self_attn.o_proj", "ppl": 5.100377559661865 }, { "layer": "layer.3.mlp.gate_proj", "ppl": 5.100373268127441 }, { "layer": "layer.3.mlp.up_proj", "ppl": 5.100062847137451 }, { "layer": "layer.3.mlp.down_proj", "ppl": 5.100473403930664 }, { "layer": "layer.4.self_attn.q_proj", "ppl": 5.100335597991943 }, { "layer": "layer.4.self_attn.k_proj", "ppl": 5.100291728973389 }, { "layer": "layer.4.self_attn.v_proj", "ppl": 5.100441932678223 }, { "layer": "layer.4.self_attn.o_proj", "ppl": 5.100203514099121 }, { "layer": "layer.4.mlp.gate_proj", "ppl": 5.100276947021484 }, { "layer": "layer.4.mlp.up_proj", "ppl": 5.100257873535156 }, { "layer": "layer.4.mlp.down_proj", "ppl": 5.100162982940674 }, { "layer": "layer.5.self_attn.q_proj", "ppl": 5.100348949432373 }, { "layer": "layer.5.self_attn.k_proj", "ppl": 5.100198268890381 }, { "layer": "layer.5.self_attn.v_proj", "ppl": 5.100265979766846 }, { "layer": "layer.5.self_attn.o_proj", "ppl": 5.10029411315918 }, { "layer": "layer.5.mlp.gate_proj", "ppl": 5.100410461425781 }, { "layer": "layer.5.mlp.up_proj", "ppl": 5.100245475769043 }, { "layer": "layer.5.mlp.down_proj", "ppl": 5.100193023681641 }, { "layer": "layer.6.self_attn.q_proj", "ppl": 5.100279808044434 }, { "layer": "layer.6.self_attn.k_proj", "ppl": 5.100249290466309 }, { "layer": "layer.6.self_attn.v_proj", "ppl": 5.100282669067383 }, { "layer": "layer.6.self_attn.o_proj", "ppl": 5.100403308868408 }, { "layer": "layer.6.mlp.gate_proj", "ppl": 5.100236892700195 }, { "layer": "layer.6.mlp.up_proj", "ppl": 5.100264549255371 }, { "layer": "layer.6.mlp.down_proj", "ppl": 5.100090503692627 }, { "layer": "layer.7.self_attn.q_proj", "ppl": 5.100187301635742 }, { "layer": "layer.7.self_attn.k_proj", "ppl": 5.1003522872924805 }, { "layer": "layer.7.self_attn.v_proj", "ppl": 5.10016393661499 }, { "layer": "layer.7.self_attn.o_proj", "ppl": 5.1003851890563965 }, { "layer": "layer.7.mlp.gate_proj", "ppl": 5.100396156311035 }, { "layer": "layer.7.mlp.up_proj", "ppl": 5.1004509925842285 }, { "layer": "layer.7.mlp.down_proj", "ppl": 5.1002397537231445 }, { "layer": "layer.8.self_attn.q_proj", "ppl": 5.100311279296875 }, { "layer": "layer.8.self_attn.k_proj", "ppl": 5.100332260131836 }, { "layer": "layer.8.self_attn.v_proj", "ppl": 5.100445747375488 }, { "layer": "layer.8.self_attn.o_proj", "ppl": 5.1004743576049805 }, { "layer": "layer.8.mlp.gate_proj", "ppl": 5.100377559661865 }, { "layer": "layer.8.mlp.up_proj", "ppl": 5.100485801696777 }, { "layer": "layer.8.mlp.down_proj", "ppl": 5.100400447845459 }, { "layer": "layer.9.self_attn.q_proj", "ppl": 5.100367069244385 }, { "layer": "layer.9.self_attn.k_proj", "ppl": 5.1003193855285645 }, { "layer": "layer.9.self_attn.v_proj", "ppl": 5.1003923416137695 }, { "layer": "layer.9.self_attn.o_proj", "ppl": 5.100261688232422 }, { "layer": "layer.9.mlp.gate_proj", "ppl": 5.100262641906738 }, { "layer": "layer.9.mlp.up_proj", "ppl": 5.100301265716553 }, { "layer": "layer.9.mlp.down_proj", "ppl": 5.100241184234619 }, { "layer": "layer.10.self_attn.q_proj", "ppl": 5.100336074829102 }, { "layer": "layer.10.self_attn.k_proj", "ppl": 5.100497245788574 }, { "layer": "layer.10.self_attn.v_proj", "ppl": 5.100168704986572 }, { "layer": "layer.10.self_attn.o_proj", "ppl": 5.100167274475098 }, { "layer": "layer.10.mlp.gate_proj", "ppl": 5.100309371948242 }, { "layer": "layer.10.mlp.up_proj", "ppl": 5.100370407104492 }, { "layer": "layer.10.mlp.down_proj", "ppl": 5.100186347961426 }, { "layer": "layer.11.self_attn.q_proj", "ppl": 5.100240707397461 }, { "layer": "layer.11.self_attn.k_proj", "ppl": 5.100271224975586 }, { "layer": "layer.11.self_attn.v_proj", "ppl": 5.100245475769043 }, { "layer": "layer.11.self_attn.o_proj", "ppl": 5.100378036499023 }, { "layer": "layer.11.mlp.gate_proj", "ppl": 5.100344181060791 }, { "layer": "layer.11.mlp.up_proj", "ppl": 5.100307464599609 }, { "layer": "layer.11.mlp.down_proj", "ppl": 5.100580215454102 }, { "layer": "layer.12.self_attn.q_proj", "ppl": 5.100355625152588 }, { "layer": "layer.12.self_attn.k_proj", "ppl": 5.100320816040039 }, { "layer": "layer.12.self_attn.v_proj", "ppl": 5.100348949432373 }, { "layer": "layer.12.self_attn.o_proj", "ppl": 5.1001176834106445 }, { "layer": "layer.12.mlp.gate_proj", "ppl": 5.100574970245361 }, { "layer": "layer.12.mlp.up_proj", "ppl": 5.100381374359131 }, { "layer": "layer.12.mlp.down_proj", "ppl": 5.100306034088135 }, { "layer": "layer.13.self_attn.q_proj", "ppl": 5.100315093994141 }, { "layer": "layer.13.self_attn.k_proj", "ppl": 5.1003289222717285 }, { "layer": "layer.13.self_attn.v_proj", "ppl": 5.100201606750488 }, { "layer": "layer.13.self_attn.o_proj", "ppl": 5.100250720977783 }, { "layer": "layer.13.mlp.gate_proj", "ppl": 5.100713729858398 }, { "layer": "layer.13.mlp.up_proj", "ppl": 5.100057125091553 }, { "layer": "layer.13.mlp.down_proj", "ppl": 5.100324630737305 }, { "layer": "layer.14.self_attn.q_proj", "ppl": 5.100320816040039 }, { "layer": "layer.14.self_attn.k_proj", "ppl": 5.100299835205078 }, { "layer": "layer.14.self_attn.v_proj", "ppl": 5.100241661071777 }, { "layer": "layer.14.self_attn.o_proj", "ppl": 5.1003522872924805 }, { "layer": "layer.14.mlp.gate_proj", "ppl": 5.1002068519592285 }, { "layer": "layer.14.mlp.up_proj", "ppl": 5.100283622741699 }, { "layer": "layer.14.mlp.down_proj", "ppl": 5.100366115570068 }, { "layer": "layer.15.self_attn.q_proj", "ppl": 5.1003098487854 }, { "layer": "layer.15.self_attn.k_proj", "ppl": 5.100285530090332 }, { "layer": "layer.15.self_attn.v_proj", "ppl": 5.100302696228027 }, { "layer": "layer.15.self_attn.o_proj", "ppl": 5.1003594398498535 }, { "layer": "layer.15.mlp.gate_proj", "ppl": 5.099948883056641 }, { "layer": "layer.15.mlp.up_proj", "ppl": 5.100466251373291 }, { "layer": "layer.15.mlp.down_proj", "ppl": 5.100368499755859 }, { "layer": "layer.16.self_attn.q_proj", "ppl": 5.10023832321167 }, { "layer": "layer.16.self_attn.k_proj", "ppl": 5.1003007888793945 }, { "layer": "layer.16.self_attn.v_proj", "ppl": 5.1002397537231445 }, { "layer": "layer.16.self_attn.o_proj", "ppl": 5.100302696228027 }, { "layer": "layer.16.mlp.gate_proj", "ppl": 5.10042142868042 }, { "layer": "layer.16.mlp.up_proj", "ppl": 5.1003193855285645 }, { "layer": "layer.16.mlp.down_proj", "ppl": 5.1004414558410645 }, { "layer": "layer.17.self_attn.q_proj", "ppl": 5.100395202636719 }, { "layer": "layer.17.self_attn.k_proj", "ppl": 5.1003336906433105 }, { "layer": "layer.17.self_attn.v_proj", "ppl": 5.100407123565674 }, { "layer": "layer.17.self_attn.o_proj", "ppl": 5.100272178649902 }, { "layer": "layer.17.mlp.gate_proj", "ppl": 5.100402355194092 }, { "layer": "layer.17.mlp.up_proj", "ppl": 5.100032806396484 }, { "layer": "layer.17.mlp.down_proj", "ppl": 5.1001057624816895 }, { "layer": "layer.18.self_attn.q_proj", "ppl": 5.100400924682617 }, { "layer": "layer.18.self_attn.k_proj", "ppl": 5.100231170654297 }, { "layer": "layer.18.self_attn.v_proj", "ppl": 5.100344181060791 }, { "layer": "layer.18.self_attn.o_proj", "ppl": 5.100513458251953 }, { "layer": "layer.18.mlp.gate_proj", "ppl": 5.100193023681641 }, { "layer": "layer.18.mlp.up_proj", "ppl": 5.099983215332031 }, { "layer": "layer.18.mlp.down_proj", "ppl": 5.100287914276123 }, { "layer": "layer.19.self_attn.q_proj", "ppl": 5.100300312042236 }, { "layer": "layer.19.self_attn.k_proj", "ppl": 5.100348949432373 }, { "layer": "layer.19.self_attn.v_proj", "ppl": 5.100337982177734 }, { "layer": "layer.19.self_attn.o_proj", "ppl": 5.100356578826904 }, { "layer": "layer.19.mlp.gate_proj", "ppl": 5.100271224975586 }, { "layer": "layer.19.mlp.up_proj", "ppl": 5.100403308868408 }, { "layer": "layer.19.mlp.down_proj", "ppl": 5.100327014923096 }, { "layer": "layer.20.self_attn.q_proj", "ppl": 5.100353717803955 }, { "layer": "layer.20.self_attn.k_proj", "ppl": 5.100363254547119 }, { "layer": "layer.20.self_attn.v_proj", "ppl": 5.100363254547119 }, { "layer": "layer.20.self_attn.o_proj", "ppl": 5.100234508514404 }, { "layer": "layer.20.mlp.gate_proj", "ppl": 5.100424289703369 }, { "layer": "layer.20.mlp.up_proj", "ppl": 5.100363254547119 }, { "layer": "layer.20.mlp.down_proj", "ppl": 5.100403308868408 }, { "layer": "layer.21.self_attn.q_proj", "ppl": 5.100246906280518 }, { "layer": "layer.21.self_attn.k_proj", "ppl": 5.100238800048828 }, { "layer": "layer.21.self_attn.v_proj", "ppl": 5.100278377532959 }, { "layer": "layer.21.self_attn.o_proj", "ppl": 5.10019588470459 }, { "layer": "layer.21.mlp.gate_proj", "ppl": 5.100374221801758 }, { "layer": "layer.21.mlp.up_proj", "ppl": 5.100510120391846 }, { "layer": "layer.21.mlp.down_proj", "ppl": 5.100421905517578 }, { "layer": "layer.22.self_attn.q_proj", "ppl": 5.100326061248779 }, { "layer": "layer.22.self_attn.k_proj", "ppl": 5.100179195404053 }, { "layer": "layer.22.self_attn.v_proj", "ppl": 5.100345134735107 }, { "layer": "layer.22.self_attn.o_proj", "ppl": 5.100285530090332 }, { "layer": "layer.22.mlp.gate_proj", "ppl": 5.100505828857422 }, { "layer": "layer.22.mlp.up_proj", "ppl": 5.100205898284912 }, { "layer": "layer.22.mlp.down_proj", "ppl": 5.100213527679443 }, { "layer": "layer.23.self_attn.q_proj", "ppl": 5.100255012512207 }, { "layer": "layer.23.self_attn.k_proj", "ppl": 5.100278377532959 }, { "layer": "layer.23.self_attn.v_proj", "ppl": 5.100499629974365 }, { "layer": "layer.23.self_attn.o_proj", "ppl": 5.100399017333984 }, { "layer": "layer.23.mlp.gate_proj", "ppl": 5.1002373695373535 }, { "layer": "layer.23.mlp.up_proj", "ppl": 5.100470542907715 }, { "layer": "layer.23.mlp.down_proj", "ppl": 5.1002092361450195 }, { "layer": "layer.24.self_attn.q_proj", "ppl": 5.100430965423584 }, { "layer": "layer.24.self_attn.k_proj", "ppl": 5.100278377532959 }, { "layer": "layer.24.self_attn.v_proj", "ppl": 5.100320816040039 }, { "layer": "layer.24.self_attn.o_proj", "ppl": 5.100331783294678 }, { "layer": "layer.24.mlp.gate_proj", "ppl": 5.100593090057373 }, { "layer": "layer.24.mlp.up_proj", "ppl": 5.100316524505615 }, { "layer": "layer.24.mlp.down_proj", "ppl": 5.100135803222656 }, { "layer": "layer.25.self_attn.q_proj", "ppl": 5.10028076171875 }, { "layer": "layer.25.self_attn.k_proj", "ppl": 5.100246906280518 }, { "layer": "layer.25.self_attn.v_proj", "ppl": 5.100305080413818 }, { "layer": "layer.25.self_attn.o_proj", "ppl": 5.100240707397461 }, { "layer": "layer.25.mlp.gate_proj", "ppl": 5.1001739501953125 }, { "layer": "layer.25.mlp.up_proj", "ppl": 5.1000752449035645 }, { "layer": "layer.25.mlp.down_proj", "ppl": 5.100183963775635 }, { "layer": "layer.26.self_attn.q_proj", "ppl": 5.100356101989746 }, { "layer": "layer.26.self_attn.k_proj", "ppl": 5.100235939025879 }, { "layer": "layer.26.self_attn.v_proj", "ppl": 5.100375652313232 }, { "layer": "layer.26.self_attn.o_proj", "ppl": 5.1004719734191895 }, { "layer": "layer.26.mlp.gate_proj", "ppl": 5.100351333618164 }, { "layer": "layer.26.mlp.up_proj", "ppl": 5.100274562835693 }, { "layer": "layer.26.mlp.down_proj", "ppl": 5.100358009338379 }, { "layer": "layer.27.self_attn.q_proj", "ppl": 5.100227355957031 }, { "layer": "layer.27.self_attn.k_proj", "ppl": 5.100334644317627 }, { "layer": "layer.27.self_attn.v_proj", "ppl": 5.100305080413818 }, { "layer": "layer.27.self_attn.o_proj", "ppl": 5.1003594398498535 }, { "layer": "layer.27.mlp.gate_proj", "ppl": 5.100123882293701 }, { "layer": "layer.27.mlp.up_proj", "ppl": 5.1004462242126465 }, { "layer": "layer.27.mlp.down_proj", "ppl": 5.100468158721924 }, { "layer": "layer.28.self_attn.q_proj", "ppl": 5.100306987762451 }, { "layer": "layer.28.self_attn.k_proj", "ppl": 5.100480079650879 }, { "layer": "layer.28.self_attn.v_proj", "ppl": 5.100399017333984 }, { "layer": "layer.28.self_attn.o_proj", "ppl": 5.100308418273926 }, { "layer": "layer.28.mlp.gate_proj", "ppl": 5.100539207458496 }, { "layer": "layer.28.mlp.up_proj", "ppl": 5.1004557609558105 }, { "layer": "layer.28.mlp.down_proj", "ppl": 5.100360870361328 }, { "layer": "layer.29.self_attn.q_proj", "ppl": 5.1003313064575195 }, { "layer": "layer.29.self_attn.k_proj", "ppl": 5.100345611572266 }, { "layer": "layer.29.self_attn.v_proj", "ppl": 5.100435256958008 }, { "layer": "layer.29.self_attn.o_proj", "ppl": 5.100305080413818 }, { "layer": "layer.29.mlp.gate_proj", "ppl": 5.100427627563477 }, { "layer": "layer.29.mlp.up_proj", "ppl": 5.100324630737305 }, { "layer": "layer.29.mlp.down_proj", "ppl": 5.1003522872924805 }, { "layer": "layer.30.self_attn.q_proj", "ppl": 5.100228786468506 }, { "layer": "layer.30.self_attn.k_proj", "ppl": 5.100201606750488 }, { "layer": "layer.30.self_attn.v_proj", "ppl": 5.100300312042236 }, { "layer": "layer.30.self_attn.o_proj", "ppl": 5.100334167480469 }, { "layer": "layer.30.mlp.gate_proj", "ppl": 5.1003265380859375 }, { "layer": "layer.30.mlp.up_proj", "ppl": 5.100055694580078 }, { "layer": "layer.30.mlp.down_proj", "ppl": 5.100330829620361 }, { "layer": "layer.31.self_attn.q_proj", "ppl": 5.100220680236816 }, { "layer": "layer.31.self_attn.k_proj", "ppl": 5.100278377532959 }, { "layer": "layer.31.self_attn.v_proj", "ppl": 5.100408554077148 }, { "layer": "layer.31.self_attn.o_proj", "ppl": 5.100467681884766 }, { "layer": "layer.31.mlp.gate_proj", "ppl": 5.10035514831543 }, { "layer": "layer.31.mlp.up_proj", "ppl": 5.100157737731934 }, { "layer": "layer.31.mlp.down_proj", "ppl": 5.100178241729736 }, { "layer": "layer.32.self_attn.q_proj", "ppl": 5.100273609161377 }, { "layer": "layer.32.self_attn.k_proj", "ppl": 5.100332260131836 }, { "layer": "layer.32.self_attn.v_proj", "ppl": 5.100289344787598 }, { "layer": "layer.32.self_attn.o_proj", "ppl": 5.100278854370117 }, { "layer": "layer.32.mlp.gate_proj", "ppl": 5.1004157066345215 }, { "layer": "layer.32.mlp.up_proj", "ppl": 5.100256443023682 }, { "layer": "layer.32.mlp.down_proj", "ppl": 5.1003522872924805 }, { "layer": "layer.33.self_attn.q_proj", "ppl": 5.100276470184326 }, { "layer": "layer.33.self_attn.k_proj", "ppl": 5.100358486175537 }, { "layer": "layer.33.self_attn.v_proj", "ppl": 5.100133895874023 }, { "layer": "layer.33.self_attn.o_proj", "ppl": 5.100026607513428 }, { "layer": "layer.33.mlp.gate_proj", "ppl": 5.100216865539551 }, { "layer": "layer.33.mlp.up_proj", "ppl": 5.100183486938477 }, { "layer": "layer.33.mlp.down_proj", "ppl": 5.100088596343994 }, { "layer": "layer.34.self_attn.q_proj", "ppl": 5.100283145904541 }, { "layer": "layer.34.self_attn.k_proj", "ppl": 5.100271224975586 }, { "layer": "layer.34.self_attn.v_proj", "ppl": 5.10032320022583 }, { "layer": "layer.34.self_attn.o_proj", "ppl": 5.100090026855469 }, { "layer": "layer.34.mlp.gate_proj", "ppl": 5.100344181060791 }, { "layer": "layer.34.mlp.up_proj", "ppl": 5.10044002532959 }, { "layer": "layer.34.mlp.down_proj", "ppl": 5.100327014923096 }, { "layer": "layer.35.self_attn.q_proj", "ppl": 5.100375652313232 }, { "layer": "layer.35.self_attn.k_proj", "ppl": 5.10038423538208 }, { "layer": "layer.35.self_attn.v_proj", "ppl": 5.100289344787598 }, { "layer": "layer.35.self_attn.o_proj", "ppl": 5.100083827972412 }, { "layer": "layer.35.mlp.gate_proj", "ppl": 5.100522994995117 }, { "layer": "layer.35.mlp.up_proj", "ppl": 5.100225448608398 }, { "layer": "layer.35.mlp.down_proj", "ppl": 5.100160121917725 }, { "layer": "layer.36.self_attn.q_proj", "ppl": 5.100305080413818 }, { "layer": "layer.36.self_attn.k_proj", "ppl": 5.100241184234619 }, { "layer": "layer.36.self_attn.v_proj", "ppl": 5.100189208984375 }, { "layer": "layer.36.self_attn.o_proj", "ppl": 5.100321292877197 }, { "layer": "layer.36.mlp.gate_proj", "ppl": 5.100096702575684 }, { "layer": "layer.36.mlp.up_proj", "ppl": 5.100308418273926 }, { "layer": "layer.36.mlp.down_proj", "ppl": 5.100694179534912 }, { "layer": "layer.37.self_attn.q_proj", "ppl": 5.10009241104126 }, { "layer": "layer.37.self_attn.k_proj", "ppl": 5.100297927856445 }, { "layer": "layer.37.self_attn.v_proj", "ppl": 5.100428581237793 }, { "layer": "layer.37.self_attn.o_proj", "ppl": 5.100379467010498 }, { "layer": "layer.37.mlp.gate_proj", "ppl": 5.100548267364502 }, { "layer": "layer.37.mlp.up_proj", "ppl": 5.100104331970215 }, { "layer": "layer.37.mlp.down_proj", "ppl": 5.100461006164551 }, { "layer": "layer.38.self_attn.q_proj", "ppl": 5.1004791259765625 }, { "layer": "layer.38.self_attn.k_proj", "ppl": 5.100283145904541 }, { "layer": "layer.38.self_attn.v_proj", "ppl": 5.100489616394043 }, { "layer": "layer.38.self_attn.o_proj", "ppl": 5.100286483764648 }, { "layer": "layer.38.mlp.gate_proj", "ppl": 5.1005449295043945 }, { "layer": "layer.38.mlp.up_proj", "ppl": 5.1005706787109375 }, { "layer": "layer.38.mlp.down_proj", "ppl": 5.100160121917725 }, { "layer": "layer.39.self_attn.q_proj", "ppl": 5.100261688232422 }, { "layer": "layer.39.self_attn.k_proj", "ppl": 5.100135803222656 }, { "layer": "layer.39.self_attn.v_proj", "ppl": 5.100548267364502 }, { "layer": "layer.39.self_attn.o_proj", "ppl": 5.100443363189697 }, { "layer": "layer.39.mlp.gate_proj", "ppl": 5.100113391876221 }, { "layer": "layer.39.mlp.up_proj", "ppl": 5.10015869140625 }, { "layer": "layer.39.mlp.down_proj", "ppl": 5.100596904754639 }, { "layer": "layer.40.self_attn.q_proj", "ppl": 5.1004252433776855 }, { "layer": "layer.40.self_attn.k_proj", "ppl": 5.1003828048706055 }, { "layer": "layer.40.self_attn.v_proj", "ppl": 5.100223541259766 }, { "layer": "layer.40.self_attn.o_proj", "ppl": 5.1000752449035645 }, { "layer": "layer.40.mlp.gate_proj", "ppl": 5.100127696990967 }, { "layer": "layer.40.mlp.up_proj", "ppl": 5.099967956542969 }, { "layer": "layer.40.mlp.down_proj", "ppl": 5.100324630737305 }, { "layer": "layer.41.self_attn.q_proj", "ppl": 5.1002092361450195 }, { "layer": "layer.41.self_attn.k_proj", "ppl": 5.100396633148193 }, { "layer": "layer.41.self_attn.v_proj", "ppl": 5.100367546081543 }, { "layer": "layer.41.self_attn.o_proj", "ppl": 5.099987506866455 }, { "layer": "layer.41.mlp.gate_proj", "ppl": 5.100142478942871 }, { "layer": "layer.41.mlp.up_proj", "ppl": 5.0999627113342285 }, { "layer": "layer.41.mlp.down_proj", "ppl": 5.1004815101623535 }, { "layer": "layer.42.self_attn.q_proj", "ppl": 5.100227355957031 }, { "layer": "layer.42.self_attn.k_proj", "ppl": 5.100279808044434 }, { "layer": "layer.42.self_attn.v_proj", "ppl": 5.1003336906433105 }, { "layer": "layer.42.self_attn.o_proj", "ppl": 5.100196361541748 }, { "layer": "layer.42.mlp.gate_proj", "ppl": 5.099750995635986 }, { "layer": "layer.42.mlp.up_proj", "ppl": 5.099819660186768 }, { "layer": "layer.42.mlp.down_proj", "ppl": 5.099933624267578 }, { "layer": "layer.43.self_attn.q_proj", "ppl": 5.1003499031066895 }, { "layer": "layer.43.self_attn.k_proj", "ppl": 5.100368499755859 }, { "layer": "layer.43.self_attn.v_proj", "ppl": 5.100375652313232 }, { "layer": "layer.43.self_attn.o_proj", "ppl": 5.100541114807129 }, { "layer": "layer.43.mlp.gate_proj", "ppl": 5.100308418273926 }, { "layer": "layer.43.mlp.up_proj", "ppl": 5.10038423538208 }, { "layer": "layer.43.mlp.down_proj", "ppl": 5.100463390350342 }, { "layer": "layer.44.self_attn.q_proj", "ppl": 5.100327014923096 }, { "layer": "layer.44.self_attn.k_proj", "ppl": 5.100379943847656 }, { "layer": "layer.44.self_attn.v_proj", "ppl": 5.100157260894775 }, { "layer": "layer.44.self_attn.o_proj", "ppl": 5.100128173828125 }, { "layer": "layer.44.mlp.gate_proj", "ppl": 5.100421905517578 }, { "layer": "layer.44.mlp.up_proj", "ppl": 5.1002726554870605 }, { "layer": "layer.44.mlp.down_proj", "ppl": 5.100178241729736 }, { "layer": "layer.45.self_attn.q_proj", "ppl": 5.100400447845459 }, { "layer": "layer.45.self_attn.k_proj", "ppl": 5.10028076171875 }, { "layer": "layer.45.self_attn.v_proj", "ppl": 5.10024356842041 }, { "layer": "layer.45.self_attn.o_proj", "ppl": 5.100363254547119 }, { "layer": "layer.45.mlp.gate_proj", "ppl": 5.100177764892578 }, { "layer": "layer.45.mlp.up_proj", "ppl": 5.100525379180908 }, { "layer": "layer.45.mlp.down_proj", "ppl": 5.100274085998535 }, { "layer": "layer.46.self_attn.q_proj", "ppl": 5.10019588470459 }, { "layer": "layer.46.self_attn.k_proj", "ppl": 5.100348949432373 }, { "layer": "layer.46.self_attn.v_proj", "ppl": 5.100395679473877 }, { "layer": "layer.46.self_attn.o_proj", "ppl": 5.100181579589844 }, { "layer": "layer.46.mlp.gate_proj", "ppl": 5.100207805633545 }, { "layer": "layer.46.mlp.up_proj", "ppl": 5.100607872009277 }, { "layer": "layer.46.mlp.down_proj", "ppl": 5.09987735748291 }, { "layer": "layer.47.self_attn.q_proj", "ppl": 5.100181579589844 }, { "layer": "layer.47.self_attn.k_proj", "ppl": 5.100104331970215 }, { "layer": "layer.47.self_attn.v_proj", "ppl": 5.100412845611572 }, { "layer": "layer.47.self_attn.o_proj", "ppl": 5.100198268890381 }, { "layer": "layer.47.mlp.gate_proj", "ppl": 5.100244045257568 }, { "layer": "layer.47.mlp.up_proj", "ppl": 5.100375652313232 }, { "layer": "layer.47.mlp.down_proj", "ppl": 5.100050926208496 }, { "layer": "layer.48.self_attn.q_proj", "ppl": 5.100393772125244 }, { "layer": "layer.48.self_attn.k_proj", "ppl": 5.100301265716553 }, { "layer": "layer.48.self_attn.v_proj", "ppl": 5.100235939025879 }, { "layer": "layer.48.self_attn.o_proj", "ppl": 5.100432395935059 }, { "layer": "layer.48.mlp.gate_proj", "ppl": 5.10028076171875 }, { "layer": "layer.48.mlp.up_proj", "ppl": 5.100447177886963 }, { "layer": "layer.48.mlp.down_proj", "ppl": 5.100396156311035 }, { "layer": "layer.49.self_attn.q_proj", "ppl": 5.100246906280518 }, { "layer": "layer.49.self_attn.k_proj", "ppl": 5.100283145904541 }, { "layer": "layer.49.self_attn.v_proj", "ppl": 5.100278377532959 }, { "layer": "layer.49.self_attn.o_proj", "ppl": 5.100295066833496 }, { "layer": "layer.49.mlp.gate_proj", "ppl": 5.100360870361328 }, { "layer": "layer.49.mlp.up_proj", "ppl": 5.100602626800537 }, { "layer": "layer.49.mlp.down_proj", "ppl": 5.100218296051025 }, { "layer": "layer.50.self_attn.q_proj", "ppl": 5.100308418273926 }, { "layer": "layer.50.self_attn.k_proj", "ppl": 5.100444793701172 }, { "layer": "layer.50.self_attn.v_proj", "ppl": 5.100225925445557 }, { "layer": "layer.50.self_attn.o_proj", "ppl": 5.1003594398498535 }, { "layer": "layer.50.mlp.gate_proj", "ppl": 5.100161552429199 }, { "layer": "layer.50.mlp.up_proj", "ppl": 5.100290775299072 }, { "layer": "layer.50.mlp.down_proj", "ppl": 5.100345134735107 }, { "layer": "layer.51.self_attn.q_proj", "ppl": 5.100344181060791 }, { "layer": "layer.51.self_attn.k_proj", "ppl": 5.100312232971191 }, { "layer": "layer.51.self_attn.v_proj", "ppl": 5.100100994110107 }, { "layer": "layer.51.self_attn.o_proj", "ppl": 5.100346565246582 }, { "layer": "layer.51.mlp.gate_proj", "ppl": 5.100157737731934 }, { "layer": "layer.51.mlp.up_proj", "ppl": 5.100032806396484 }, { "layer": "layer.51.mlp.down_proj", "ppl": 5.100152969360352 }, { "layer": "layer.52.self_attn.q_proj", "ppl": 5.10024356842041 }, { "layer": "layer.52.self_attn.k_proj", "ppl": 5.1003499031066895 }, { "layer": "layer.52.self_attn.v_proj", "ppl": 5.100424289703369 }, { "layer": "layer.52.self_attn.o_proj", "ppl": 5.100402355194092 }, { "layer": "layer.52.mlp.gate_proj", "ppl": 5.100157260894775 }, { "layer": "layer.52.mlp.up_proj", "ppl": 5.100403308868408 }, { "layer": "layer.52.mlp.down_proj", "ppl": 5.100130081176758 }, { "layer": "layer.53.self_attn.q_proj", "ppl": 5.100393772125244 }, { "layer": "layer.53.self_attn.k_proj", "ppl": 5.100272178649902 }, { "layer": "layer.53.self_attn.v_proj", "ppl": 5.100170135498047 }, { "layer": "layer.53.self_attn.o_proj", "ppl": 5.10044002532959 }, { "layer": "layer.53.mlp.gate_proj", "ppl": 5.100021839141846 }, { "layer": "layer.53.mlp.up_proj", "ppl": 5.1003098487854 }, { "layer": "layer.53.mlp.down_proj", "ppl": 5.100156784057617 }, { "layer": "layer.54.self_attn.q_proj", "ppl": 5.100289344787598 }, { "layer": "layer.54.self_attn.k_proj", "ppl": 5.100295066833496 }, { "layer": "layer.54.self_attn.v_proj", "ppl": 5.100254535675049 }, { "layer": "layer.54.self_attn.o_proj", "ppl": 5.100383758544922 }, { "layer": "layer.54.mlp.gate_proj", "ppl": 5.100325107574463 }, { "layer": "layer.54.mlp.up_proj", "ppl": 5.1005473136901855 }, { "layer": "layer.54.mlp.down_proj", "ppl": 5.100021839141846 }, { "layer": "layer.55.self_attn.q_proj", "ppl": 5.100349426269531 }, { "layer": "layer.55.self_attn.k_proj", "ppl": 5.100354194641113 }, { "layer": "layer.55.self_attn.v_proj", "ppl": 5.100268840789795 }, { "layer": "layer.55.self_attn.o_proj", "ppl": 5.10055685043335 }, { "layer": "layer.55.mlp.gate_proj", "ppl": 5.100268363952637 }, { "layer": "layer.55.mlp.up_proj", "ppl": 5.1000447273254395 }, { "layer": "layer.55.mlp.down_proj", "ppl": 5.100225925445557 }, { "layer": "layer.56.self_attn.q_proj", "ppl": 5.100335597991943 }, { "layer": "layer.56.self_attn.k_proj", "ppl": 5.100368499755859 }, { "layer": "layer.56.self_attn.v_proj", "ppl": 5.100185871124268 }, { "layer": "layer.56.self_attn.o_proj", "ppl": 5.100286483764648 }, { "layer": "layer.56.mlp.gate_proj", "ppl": 5.100144863128662 }, { "layer": "layer.56.mlp.up_proj", "ppl": 5.100252628326416 }, { "layer": "layer.56.mlp.down_proj", "ppl": 5.10003662109375 }, { "layer": "layer.57.self_attn.q_proj", "ppl": 5.100156784057617 }, { "layer": "layer.57.self_attn.k_proj", "ppl": 5.100319862365723 }, { "layer": "layer.57.self_attn.v_proj", "ppl": 5.100242614746094 }, { "layer": "layer.57.self_attn.o_proj", "ppl": 5.100306034088135 }, { "layer": "layer.57.mlp.gate_proj", "ppl": 5.100130081176758 }, { "layer": "layer.57.mlp.up_proj", "ppl": 5.100205421447754 }, { "layer": "layer.57.mlp.down_proj", "ppl": 5.100085735321045 }, { "layer": "layer.58.self_attn.q_proj", "ppl": 5.100333213806152 }, { "layer": "layer.58.self_attn.k_proj", "ppl": 5.100411891937256 }, { "layer": "layer.58.self_attn.v_proj", "ppl": 5.100381374359131 }, { "layer": "layer.58.self_attn.o_proj", "ppl": 5.1003522872924805 }, { "layer": "layer.58.mlp.gate_proj", "ppl": 5.099997520446777 }, { "layer": "layer.58.mlp.up_proj", "ppl": 5.100122928619385 }, { "layer": "layer.58.mlp.down_proj", "ppl": 5.100168704986572 }, { "layer": "layer.59.self_attn.q_proj", "ppl": 5.100393295288086 }, { "layer": "layer.59.self_attn.k_proj", "ppl": 5.10023307800293 }, { "layer": "layer.59.self_attn.v_proj", "ppl": 5.100305080413818 }, { "layer": "layer.59.self_attn.o_proj", "ppl": 5.100389003753662 }, { "layer": "layer.59.mlp.gate_proj", "ppl": 5.100082874298096 }, { "layer": "layer.59.mlp.up_proj", "ppl": 5.100212574005127 }, { "layer": "layer.59.mlp.down_proj", "ppl": 5.100283145904541 }, { "layer": "layer.60.self_attn.q_proj", "ppl": 5.100155830383301 }, { "layer": "layer.60.self_attn.k_proj", "ppl": 5.100306987762451 }, { "layer": "layer.60.self_attn.v_proj", "ppl": 5.100283145904541 }, { "layer": "layer.60.self_attn.o_proj", "ppl": 5.100474834442139 }, { "layer": "layer.60.mlp.gate_proj", "ppl": 5.100033760070801 }, { "layer": "layer.60.mlp.up_proj", "ppl": 5.1000657081604 }, { "layer": "layer.60.mlp.down_proj", "ppl": 5.100196838378906 }, { "layer": "layer.61.self_attn.q_proj", "ppl": 5.100252628326416 }, { "layer": "layer.61.self_attn.k_proj", "ppl": 5.10042142868042 }, { "layer": "layer.61.self_attn.v_proj", "ppl": 5.100377082824707 }, { "layer": "layer.61.self_attn.o_proj", "ppl": 5.100135803222656 }, { "layer": "layer.61.mlp.gate_proj", "ppl": 5.100252151489258 }, { "layer": "layer.61.mlp.up_proj", "ppl": 5.100306034088135 }, { "layer": "layer.61.mlp.down_proj", "ppl": 5.100163459777832 }, { "layer": "layer.62.self_attn.q_proj", "ppl": 5.1001105308532715 }, { "layer": "layer.62.self_attn.k_proj", "ppl": 5.1002516746521 }, { "layer": "layer.62.self_attn.v_proj", "ppl": 5.100257873535156 }, { "layer": "layer.62.self_attn.o_proj", "ppl": 5.100358486175537 }, { "layer": "layer.62.mlp.gate_proj", "ppl": 5.099944114685059 }, { "layer": "layer.62.mlp.up_proj", "ppl": 5.100611686706543 }, { "layer": "layer.62.mlp.down_proj", "ppl": 5.100213527679443 }, { "layer": "layer.63.self_attn.q_proj", "ppl": 5.100296497344971 }, { "layer": "layer.63.self_attn.k_proj", "ppl": 5.100257873535156 }, { "layer": "layer.63.self_attn.v_proj", "ppl": 5.100297451019287 }, { "layer": "layer.63.self_attn.o_proj", "ppl": 5.100334167480469 }, { "layer": "layer.63.mlp.gate_proj", "ppl": 5.099623680114746 }, { "layer": "layer.63.mlp.up_proj", "ppl": 5.0996994972229 }, { "layer": "layer.63.mlp.down_proj", "ppl": 5.0998358726501465 } ] }, { "bit": 15, "ppls": [ { "layer": "layer.0.self_attn.q_proj", "ppl": 5.090095043182373 }, { "layer": "layer.0.self_attn.k_proj", "ppl": 5.090005874633789 }, { "layer": "layer.0.self_attn.v_proj", "ppl": 5.090020656585693 }, { "layer": "layer.0.self_attn.o_proj", "ppl": 5.090235710144043 }, { "layer": "layer.0.mlp.gate_proj", "ppl": 5.0900187492370605 }, { "layer": "layer.0.mlp.up_proj", "ppl": 5.090065956115723 }, { "layer": "layer.0.mlp.down_proj", "ppl": 5.090167045593262 }, { "layer": "layer.1.self_attn.q_proj", "ppl": 5.090134620666504 }, { "layer": "layer.1.self_attn.k_proj", "ppl": 5.090178489685059 }, { "layer": "layer.1.self_attn.v_proj", "ppl": 5.090045928955078 }, { "layer": "layer.1.self_attn.o_proj", "ppl": 5.090067386627197 }, { "layer": "layer.1.mlp.gate_proj", "ppl": 5.0901360511779785 }, { "layer": "layer.1.mlp.up_proj", "ppl": 5.090186595916748 }, { "layer": "layer.1.mlp.down_proj", "ppl": 5.0901288986206055 }, { "layer": "layer.2.self_attn.q_proj", "ppl": 5.090193271636963 }, { "layer": "layer.2.self_attn.k_proj", "ppl": 5.090249538421631 }, { "layer": "layer.2.self_attn.v_proj", "ppl": 5.0900959968566895 }, { "layer": "layer.2.self_attn.o_proj", "ppl": 5.090031623840332 }, { "layer": "layer.2.mlp.gate_proj", "ppl": 5.0900678634643555 }, { "layer": "layer.2.mlp.up_proj", "ppl": 5.090189456939697 }, { "layer": "layer.2.mlp.down_proj", "ppl": 5.089945316314697 }, { "layer": "layer.3.self_attn.q_proj", "ppl": 5.090153694152832 }, { "layer": "layer.3.self_attn.k_proj", "ppl": 5.090189456939697 }, { "layer": "layer.3.self_attn.v_proj", "ppl": 5.0898823738098145 }, { "layer": "layer.3.self_attn.o_proj", "ppl": 5.090002059936523 }, { "layer": "layer.3.mlp.gate_proj", "ppl": 5.090031623840332 }, { "layer": "layer.3.mlp.up_proj", "ppl": 5.090180397033691 }, { "layer": "layer.3.mlp.down_proj", "ppl": 5.090126991271973 }, { "layer": "layer.4.self_attn.q_proj", "ppl": 5.090078353881836 }, { "layer": "layer.4.self_attn.k_proj", "ppl": 5.090177536010742 }, { "layer": "layer.4.self_attn.v_proj", "ppl": 5.090193271636963 }, { "layer": "layer.4.self_attn.o_proj", "ppl": 5.090037822723389 }, { "layer": "layer.4.mlp.gate_proj", "ppl": 5.090268135070801 }, { "layer": "layer.4.mlp.up_proj", "ppl": 5.090165138244629 }, { "layer": "layer.4.mlp.down_proj", "ppl": 5.089981555938721 }, { "layer": "layer.5.self_attn.q_proj", "ppl": 5.090071678161621 }, { "layer": "layer.5.self_attn.k_proj", "ppl": 5.0902814865112305 }, { "layer": "layer.5.self_attn.v_proj", "ppl": 5.090102195739746 }, { "layer": "layer.5.self_attn.o_proj", "ppl": 5.090047359466553 }, { "layer": "layer.5.mlp.gate_proj", "ppl": 5.090036392211914 }, { "layer": "layer.5.mlp.up_proj", "ppl": 5.090130805969238 }, { "layer": "layer.5.mlp.down_proj", "ppl": 5.090126991271973 }, { "layer": "layer.6.self_attn.q_proj", "ppl": 5.0901360511779785 }, { "layer": "layer.6.self_attn.k_proj", "ppl": 5.090089797973633 }, { "layer": "layer.6.self_attn.v_proj", "ppl": 5.090051174163818 }, { "layer": "layer.6.self_attn.o_proj", "ppl": 5.089918613433838 }, { "layer": "layer.6.mlp.gate_proj", "ppl": 5.089968681335449 }, { "layer": "layer.6.mlp.up_proj", "ppl": 5.09011173248291 }, { "layer": "layer.6.mlp.down_proj", "ppl": 5.090377330780029 }, { "layer": "layer.7.self_attn.q_proj", "ppl": 5.090240478515625 }, { "layer": "layer.7.self_attn.k_proj", "ppl": 5.090160846710205 }, { "layer": "layer.7.self_attn.v_proj", "ppl": 5.09006929397583 }, { "layer": "layer.7.self_attn.o_proj", "ppl": 5.090174198150635 }, { "layer": "layer.7.mlp.gate_proj", "ppl": 5.0901618003845215 }, { "layer": "layer.7.mlp.up_proj", "ppl": 5.090095043182373 }, { "layer": "layer.7.mlp.down_proj", "ppl": 5.090075492858887 }, { "layer": "layer.8.self_attn.q_proj", "ppl": 5.08998441696167 }, { "layer": "layer.8.self_attn.k_proj", "ppl": 5.090137481689453 }, { "layer": "layer.8.self_attn.v_proj", "ppl": 5.090187072753906 }, { "layer": "layer.8.self_attn.o_proj", "ppl": 5.090139865875244 }, { "layer": "layer.8.mlp.gate_proj", "ppl": 5.090177059173584 }, { "layer": "layer.8.mlp.up_proj", "ppl": 5.0899577140808105 }, { "layer": "layer.8.mlp.down_proj", "ppl": 5.089990615844727 }, { "layer": "layer.9.self_attn.q_proj", "ppl": 5.089929580688477 }, { "layer": "layer.9.self_attn.k_proj", "ppl": 5.090229511260986 }, { "layer": "layer.9.self_attn.v_proj", "ppl": 5.090157985687256 }, { "layer": "layer.9.self_attn.o_proj", "ppl": 5.0901689529418945 }, { "layer": "layer.9.mlp.gate_proj", "ppl": 5.0898847579956055 }, { "layer": "layer.9.mlp.up_proj", "ppl": 5.090112686157227 }, { "layer": "layer.9.mlp.down_proj", "ppl": 5.09001350402832 }, { "layer": "layer.10.self_attn.q_proj", "ppl": 5.090119361877441 }, { "layer": "layer.10.self_attn.k_proj", "ppl": 5.0901994705200195 }, { "layer": "layer.10.self_attn.v_proj", "ppl": 5.090026378631592 }, { "layer": "layer.10.self_attn.o_proj", "ppl": 5.090240478515625 }, { "layer": "layer.10.mlp.gate_proj", "ppl": 5.089980602264404 }, { "layer": "layer.10.mlp.up_proj", "ppl": 5.090102672576904 }, { "layer": "layer.10.mlp.down_proj", "ppl": 5.090341091156006 }, { "layer": "layer.11.self_attn.q_proj", "ppl": 5.090178489685059 }, { "layer": "layer.11.self_attn.k_proj", "ppl": 5.090084075927734 }, { "layer": "layer.11.self_attn.v_proj", "ppl": 5.090236663818359 }, { "layer": "layer.11.self_attn.o_proj", "ppl": 5.090017795562744 }, { "layer": "layer.11.mlp.gate_proj", "ppl": 5.090251445770264 }, { "layer": "layer.11.mlp.up_proj", "ppl": 5.09019660949707 }, { "layer": "layer.11.mlp.down_proj", "ppl": 5.08995246887207 }, { "layer": "layer.12.self_attn.q_proj", "ppl": 5.090158939361572 }, { "layer": "layer.12.self_attn.k_proj", "ppl": 5.090047359466553 }, { "layer": "layer.12.self_attn.v_proj", "ppl": 5.09022331237793 }, { "layer": "layer.12.self_attn.o_proj", "ppl": 5.090134620666504 }, { "layer": "layer.12.mlp.gate_proj", "ppl": 5.090048313140869 }, { "layer": "layer.12.mlp.up_proj", "ppl": 5.090119361877441 }, { "layer": "layer.12.mlp.down_proj", "ppl": 5.090152740478516 }, { "layer": "layer.13.self_attn.q_proj", "ppl": 5.090174674987793 }, { "layer": "layer.13.self_attn.k_proj", "ppl": 5.090134620666504 }, { "layer": "layer.13.self_attn.v_proj", "ppl": 5.09012508392334 }, { "layer": "layer.13.self_attn.o_proj", "ppl": 5.090092182159424 }, { "layer": "layer.13.mlp.gate_proj", "ppl": 5.089893817901611 }, { "layer": "layer.13.mlp.up_proj", "ppl": 5.090023994445801 }, { "layer": "layer.13.mlp.down_proj", "ppl": 5.090218544006348 }, { "layer": "layer.14.self_attn.q_proj", "ppl": 5.09026575088501 }, { "layer": "layer.14.self_attn.k_proj", "ppl": 5.090248107910156 }, { "layer": "layer.14.self_attn.v_proj", "ppl": 5.089989185333252 }, { "layer": "layer.14.self_attn.o_proj", "ppl": 5.0900068283081055 }, { "layer": "layer.14.mlp.gate_proj", "ppl": 5.09032678604126 }, { "layer": "layer.14.mlp.up_proj", "ppl": 5.090083122253418 }, { "layer": "layer.14.mlp.down_proj", "ppl": 5.090076923370361 }, { "layer": "layer.15.self_attn.q_proj", "ppl": 5.089993953704834 }, { "layer": "layer.15.self_attn.k_proj", "ppl": 5.0902252197265625 }, { "layer": "layer.15.self_attn.v_proj", "ppl": 5.090104579925537 }, { "layer": "layer.15.self_attn.o_proj", "ppl": 5.0902605056762695 }, { "layer": "layer.15.mlp.gate_proj", "ppl": 5.090332508087158 }, { "layer": "layer.15.mlp.up_proj", "ppl": 5.090027809143066 }, { "layer": "layer.15.mlp.down_proj", "ppl": 5.090211391448975 }, { "layer": "layer.16.self_attn.q_proj", "ppl": 5.090112686157227 }, { "layer": "layer.16.self_attn.k_proj", "ppl": 5.090038776397705 }, { "layer": "layer.16.self_attn.v_proj", "ppl": 5.090204238891602 }, { "layer": "layer.16.self_attn.o_proj", "ppl": 5.090106010437012 }, { "layer": "layer.16.mlp.gate_proj", "ppl": 5.090172290802002 }, { "layer": "layer.16.mlp.up_proj", "ppl": 5.090301036834717 }, { "layer": "layer.16.mlp.down_proj", "ppl": 5.090060710906982 }, { "layer": "layer.17.self_attn.q_proj", "ppl": 5.090215682983398 }, { "layer": "layer.17.self_attn.k_proj", "ppl": 5.090104579925537 }, { "layer": "layer.17.self_attn.v_proj", "ppl": 5.090005874633789 }, { "layer": "layer.17.self_attn.o_proj", "ppl": 5.090170383453369 }, { "layer": "layer.17.mlp.gate_proj", "ppl": 5.090134143829346 }, { "layer": "layer.17.mlp.up_proj", "ppl": 5.090022563934326 }, { "layer": "layer.17.mlp.down_proj", "ppl": 5.090094089508057 }, { "layer": "layer.18.self_attn.q_proj", "ppl": 5.090054988861084 }, { "layer": "layer.18.self_attn.k_proj", "ppl": 5.090076923370361 }, { "layer": "layer.18.self_attn.v_proj", "ppl": 5.089992523193359 }, { "layer": "layer.18.self_attn.o_proj", "ppl": 5.09016752243042 }, { "layer": "layer.18.mlp.gate_proj", "ppl": 5.090002059936523 }, { "layer": "layer.18.mlp.up_proj", "ppl": 5.090351104736328 }, { "layer": "layer.18.mlp.down_proj", "ppl": 5.090230464935303 }, { "layer": "layer.19.self_attn.q_proj", "ppl": 5.090117931365967 }, { "layer": "layer.19.self_attn.k_proj", "ppl": 5.090089797973633 }, { "layer": "layer.19.self_attn.v_proj", "ppl": 5.089985370635986 }, { "layer": "layer.19.self_attn.o_proj", "ppl": 5.090044021606445 }, { "layer": "layer.19.mlp.gate_proj", "ppl": 5.090183734893799 }, { "layer": "layer.19.mlp.up_proj", "ppl": 5.0903801918029785 }, { "layer": "layer.19.mlp.down_proj", "ppl": 5.090223789215088 }, { "layer": "layer.20.self_attn.q_proj", "ppl": 5.090191841125488 }, { "layer": "layer.20.self_attn.k_proj", "ppl": 5.090174674987793 }, { "layer": "layer.20.self_attn.v_proj", "ppl": 5.090047359466553 }, { "layer": "layer.20.self_attn.o_proj", "ppl": 5.0902099609375 }, { "layer": "layer.20.mlp.gate_proj", "ppl": 5.0899577140808105 }, { "layer": "layer.20.mlp.up_proj", "ppl": 5.0902910232543945 }, { "layer": "layer.20.mlp.down_proj", "ppl": 5.090262413024902 }, { "layer": "layer.21.self_attn.q_proj", "ppl": 5.089972019195557 }, { "layer": "layer.21.self_attn.k_proj", "ppl": 5.090189456939697 }, { "layer": "layer.21.self_attn.v_proj", "ppl": 5.090342044830322 }, { "layer": "layer.21.self_attn.o_proj", "ppl": 5.09026575088501 }, { "layer": "layer.21.mlp.gate_proj", "ppl": 5.09032678604126 }, { "layer": "layer.21.mlp.up_proj", "ppl": 5.089841365814209 }, { "layer": "layer.21.mlp.down_proj", "ppl": 5.089998722076416 }, { "layer": "layer.22.self_attn.q_proj", "ppl": 5.090208530426025 }, { "layer": "layer.22.self_attn.k_proj", "ppl": 5.090151786804199 }, { "layer": "layer.22.self_attn.v_proj", "ppl": 5.090052127838135 }, { "layer": "layer.22.self_attn.o_proj", "ppl": 5.089967250823975 }, { "layer": "layer.22.mlp.gate_proj", "ppl": 5.090198040008545 }, { "layer": "layer.22.mlp.up_proj", "ppl": 5.090360641479492 }, { "layer": "layer.22.mlp.down_proj", "ppl": 5.090034484863281 }, { "layer": "layer.23.self_attn.q_proj", "ppl": 5.090064525604248 }, { "layer": "layer.23.self_attn.k_proj", "ppl": 5.090104579925537 }, { "layer": "layer.23.self_attn.v_proj", "ppl": 5.090132236480713 }, { "layer": "layer.23.self_attn.o_proj", "ppl": 5.090160846710205 }, { "layer": "layer.23.mlp.gate_proj", "ppl": 5.090095043182373 }, { "layer": "layer.23.mlp.up_proj", "ppl": 5.0901031494140625 }, { "layer": "layer.23.mlp.down_proj", "ppl": 5.090091705322266 }, { "layer": "layer.24.self_attn.q_proj", "ppl": 5.0900468826293945 }, { "layer": "layer.24.self_attn.k_proj", "ppl": 5.090171813964844 }, { "layer": "layer.24.self_attn.v_proj", "ppl": 5.090141296386719 }, { "layer": "layer.24.self_attn.o_proj", "ppl": 5.0899810791015625 }, { "layer": "layer.24.mlp.gate_proj", "ppl": 5.090060710906982 }, { "layer": "layer.24.mlp.up_proj", "ppl": 5.090256214141846 }, { "layer": "layer.24.mlp.down_proj", "ppl": 5.090342044830322 }, { "layer": "layer.25.self_attn.q_proj", "ppl": 5.0902180671691895 }, { "layer": "layer.25.self_attn.k_proj", "ppl": 5.090052127838135 }, { "layer": "layer.25.self_attn.v_proj", "ppl": 5.090308666229248 }, { "layer": "layer.25.self_attn.o_proj", "ppl": 5.089996337890625 }, { "layer": "layer.25.mlp.gate_proj", "ppl": 5.090019702911377 }, { "layer": "layer.25.mlp.up_proj", "ppl": 5.090172290802002 }, { "layer": "layer.25.mlp.down_proj", "ppl": 5.090262413024902 }, { "layer": "layer.26.self_attn.q_proj", "ppl": 5.090115547180176 }, { "layer": "layer.26.self_attn.k_proj", "ppl": 5.090076923370361 }, { "layer": "layer.26.self_attn.v_proj", "ppl": 5.090009689331055 }, { "layer": "layer.26.self_attn.o_proj", "ppl": 5.090157985687256 }, { "layer": "layer.26.mlp.gate_proj", "ppl": 5.090244770050049 }, { "layer": "layer.26.mlp.up_proj", "ppl": 5.089864730834961 }, { "layer": "layer.26.mlp.down_proj", "ppl": 5.090367317199707 }, { "layer": "layer.27.self_attn.q_proj", "ppl": 5.090106010437012 }, { "layer": "layer.27.self_attn.k_proj", "ppl": 5.090164661407471 }, { "layer": "layer.27.self_attn.v_proj", "ppl": 5.090155601501465 }, { "layer": "layer.27.self_attn.o_proj", "ppl": 5.089967727661133 }, { "layer": "layer.27.mlp.gate_proj", "ppl": 5.090022087097168 }, { "layer": "layer.27.mlp.up_proj", "ppl": 5.090084075927734 }, { "layer": "layer.27.mlp.down_proj", "ppl": 5.090149879455566 }, { "layer": "layer.28.self_attn.q_proj", "ppl": 5.090065956115723 }, { "layer": "layer.28.self_attn.k_proj", "ppl": 5.090345859527588 }, { "layer": "layer.28.self_attn.v_proj", "ppl": 5.090188026428223 }, { "layer": "layer.28.self_attn.o_proj", "ppl": 5.090097904205322 }, { "layer": "layer.28.mlp.gate_proj", "ppl": 5.0900774002075195 }, { "layer": "layer.28.mlp.up_proj", "ppl": 5.089866638183594 }, { "layer": "layer.28.mlp.down_proj", "ppl": 5.089926242828369 }, { "layer": "layer.29.self_attn.q_proj", "ppl": 5.090156555175781 }, { "layer": "layer.29.self_attn.k_proj", "ppl": 5.0901336669921875 }, { "layer": "layer.29.self_attn.v_proj", "ppl": 5.090214252471924 }, { "layer": "layer.29.self_attn.o_proj", "ppl": 5.090190887451172 }, { "layer": "layer.29.mlp.gate_proj", "ppl": 5.09020471572876 }, { "layer": "layer.29.mlp.up_proj", "ppl": 5.090104579925537 }, { "layer": "layer.29.mlp.down_proj", "ppl": 5.090020656585693 }, { "layer": "layer.30.self_attn.q_proj", "ppl": 5.090156555175781 }, { "layer": "layer.30.self_attn.k_proj", "ppl": 5.090075492858887 }, { "layer": "layer.30.self_attn.v_proj", "ppl": 5.090056896209717 }, { "layer": "layer.30.self_attn.o_proj", "ppl": 5.090146064758301 }, { "layer": "layer.30.mlp.gate_proj", "ppl": 5.090108394622803 }, { "layer": "layer.30.mlp.up_proj", "ppl": 5.090317249298096 }, { "layer": "layer.30.mlp.down_proj", "ppl": 5.089827537536621 }, { "layer": "layer.31.self_attn.q_proj", "ppl": 5.090198993682861 }, { "layer": "layer.31.self_attn.k_proj", "ppl": 5.090072154998779 }, { "layer": "layer.31.self_attn.v_proj", "ppl": 5.0900397300720215 }, { "layer": "layer.31.self_attn.o_proj", "ppl": 5.089920520782471 }, { "layer": "layer.31.mlp.gate_proj", "ppl": 5.089986801147461 }, { "layer": "layer.31.mlp.up_proj", "ppl": 5.090265274047852 }, { "layer": "layer.31.mlp.down_proj", "ppl": 5.090114593505859 }, { "layer": "layer.32.self_attn.q_proj", "ppl": 5.0901618003845215 }, { "layer": "layer.32.self_attn.k_proj", "ppl": 5.090076923370361 }, { "layer": "layer.32.self_attn.v_proj", "ppl": 5.09012508392334 }, { "layer": "layer.32.self_attn.o_proj", "ppl": 5.090173244476318 }, { "layer": "layer.32.mlp.gate_proj", "ppl": 5.090290069580078 }, { "layer": "layer.32.mlp.up_proj", "ppl": 5.090065956115723 }, { "layer": "layer.32.mlp.down_proj", "ppl": 5.090104579925537 }, { "layer": "layer.33.self_attn.q_proj", "ppl": 5.090140342712402 }, { "layer": "layer.33.self_attn.k_proj", "ppl": 5.090234756469727 }, { "layer": "layer.33.self_attn.v_proj", "ppl": 5.090282917022705 }, { "layer": "layer.33.self_attn.o_proj", "ppl": 5.090251445770264 }, { "layer": "layer.33.mlp.gate_proj", "ppl": 5.0900187492370605 }, { "layer": "layer.33.mlp.up_proj", "ppl": 5.090047359466553 }, { "layer": "layer.33.mlp.down_proj", "ppl": 5.090322971343994 }, { "layer": "layer.34.self_attn.q_proj", "ppl": 5.09004020690918 }, { "layer": "layer.34.self_attn.k_proj", "ppl": 5.0900774002075195 }, { "layer": "layer.34.self_attn.v_proj", "ppl": 5.090036392211914 }, { "layer": "layer.34.self_attn.o_proj", "ppl": 5.090303421020508 }, { "layer": "layer.34.mlp.gate_proj", "ppl": 5.090074062347412 }, { "layer": "layer.34.mlp.up_proj", "ppl": 5.090048313140869 }, { "layer": "layer.34.mlp.down_proj", "ppl": 5.08998966217041 }, { "layer": "layer.35.self_attn.q_proj", "ppl": 5.090030670166016 }, { "layer": "layer.35.self_attn.k_proj", "ppl": 5.090218544006348 }, { "layer": "layer.35.self_attn.v_proj", "ppl": 5.090259075164795 }, { "layer": "layer.35.self_attn.o_proj", "ppl": 5.090389251708984 }, { "layer": "layer.35.mlp.gate_proj", "ppl": 5.090045928955078 }, { "layer": "layer.35.mlp.up_proj", "ppl": 5.090130805969238 }, { "layer": "layer.35.mlp.down_proj", "ppl": 5.090207576751709 }, { "layer": "layer.36.self_attn.q_proj", "ppl": 5.090054035186768 }, { "layer": "layer.36.self_attn.k_proj", "ppl": 5.090095043182373 }, { "layer": "layer.36.self_attn.v_proj", "ppl": 5.090074062347412 }, { "layer": "layer.36.self_attn.o_proj", "ppl": 5.090177059173584 }, { "layer": "layer.36.mlp.gate_proj", "ppl": 5.090102672576904 }, { "layer": "layer.36.mlp.up_proj", "ppl": 5.090177059173584 }, { "layer": "layer.36.mlp.down_proj", "ppl": 5.0901198387146 }, { "layer": "layer.37.self_attn.q_proj", "ppl": 5.090178966522217 }, { "layer": "layer.37.self_attn.k_proj", "ppl": 5.089991092681885 }, { "layer": "layer.37.self_attn.v_proj", "ppl": 5.090004920959473 }, { "layer": "layer.37.self_attn.o_proj", "ppl": 5.090004920959473 }, { "layer": "layer.37.mlp.gate_proj", "ppl": 5.089991092681885 }, { "layer": "layer.37.mlp.up_proj", "ppl": 5.090381145477295 }, { "layer": "layer.37.mlp.down_proj", "ppl": 5.090343475341797 }, { "layer": "layer.38.self_attn.q_proj", "ppl": 5.090089797973633 }, { "layer": "layer.38.self_attn.k_proj", "ppl": 5.090179920196533 }, { "layer": "layer.38.self_attn.v_proj", "ppl": 5.090100288391113 }, { "layer": "layer.38.self_attn.o_proj", "ppl": 5.0903143882751465 }, { "layer": "layer.38.mlp.gate_proj", "ppl": 5.090202808380127 }, { "layer": "layer.38.mlp.up_proj", "ppl": 5.089920997619629 }, { "layer": "layer.38.mlp.down_proj", "ppl": 5.090403079986572 }, { "layer": "layer.39.self_attn.q_proj", "ppl": 5.090108394622803 }, { "layer": "layer.39.self_attn.k_proj", "ppl": 5.090325355529785 }, { "layer": "layer.39.self_attn.v_proj", "ppl": 5.089810848236084 }, { "layer": "layer.39.self_attn.o_proj", "ppl": 5.090215682983398 }, { "layer": "layer.39.mlp.gate_proj", "ppl": 5.090058326721191 }, { "layer": "layer.39.mlp.up_proj", "ppl": 5.0900702476501465 }, { "layer": "layer.39.mlp.down_proj", "ppl": 5.089963436126709 }, { "layer": "layer.40.self_attn.q_proj", "ppl": 5.090198040008545 }, { "layer": "layer.40.self_attn.k_proj", "ppl": 5.090087890625 }, { "layer": "layer.40.self_attn.v_proj", "ppl": 5.0903401374816895 }, { "layer": "layer.40.self_attn.o_proj", "ppl": 5.090274810791016 }, { "layer": "layer.40.mlp.gate_proj", "ppl": 5.090365409851074 }, { "layer": "layer.40.mlp.up_proj", "ppl": 5.090649127960205 }, { "layer": "layer.40.mlp.down_proj", "ppl": 5.089906692504883 }, { "layer": "layer.41.self_attn.q_proj", "ppl": 5.0901007652282715 }, { "layer": "layer.41.self_attn.k_proj", "ppl": 5.090215682983398 }, { "layer": "layer.41.self_attn.v_proj", "ppl": 5.090247631072998 }, { "layer": "layer.41.self_attn.o_proj", "ppl": 5.090260982513428 }, { "layer": "layer.41.mlp.gate_proj", "ppl": 5.089910984039307 }, { "layer": "layer.41.mlp.up_proj", "ppl": 5.090330123901367 }, { "layer": "layer.41.mlp.down_proj", "ppl": 5.090080261230469 }, { "layer": "layer.42.self_attn.q_proj", "ppl": 5.090267181396484 }, { "layer": "layer.42.self_attn.k_proj", "ppl": 5.090139865875244 }, { "layer": "layer.42.self_attn.v_proj", "ppl": 5.090263366699219 }, { "layer": "layer.42.self_attn.o_proj", "ppl": 5.090193271636963 }, { "layer": "layer.42.mlp.gate_proj", "ppl": 5.0903143882751465 }, { "layer": "layer.42.mlp.up_proj", "ppl": 5.0903544425964355 }, { "layer": "layer.42.mlp.down_proj", "ppl": 5.0903496742248535 }, { "layer": "layer.43.self_attn.q_proj", "ppl": 5.090255260467529 }, { "layer": "layer.43.self_attn.k_proj", "ppl": 5.090306282043457 }, { "layer": "layer.43.self_attn.v_proj", "ppl": 5.090325355529785 }, { "layer": "layer.43.self_attn.o_proj", "ppl": 5.090021133422852 }, { "layer": "layer.43.mlp.gate_proj", "ppl": 5.090054035186768 }, { "layer": "layer.43.mlp.up_proj", "ppl": 5.089972019195557 }, { "layer": "layer.43.mlp.down_proj", "ppl": 5.090163707733154 }, { "layer": "layer.44.self_attn.q_proj", "ppl": 5.090226650238037 }, { "layer": "layer.44.self_attn.k_proj", "ppl": 5.09019660949707 }, { "layer": "layer.44.self_attn.v_proj", "ppl": 5.090385913848877 }, { "layer": "layer.44.self_attn.o_proj", "ppl": 5.090157985687256 }, { "layer": "layer.44.mlp.gate_proj", "ppl": 5.090114116668701 }, { "layer": "layer.44.mlp.up_proj", "ppl": 5.089964866638184 }, { "layer": "layer.44.mlp.down_proj", "ppl": 5.090285778045654 }, { "layer": "layer.45.self_attn.q_proj", "ppl": 5.090272903442383 }, { "layer": "layer.45.self_attn.k_proj", "ppl": 5.090111255645752 }, { "layer": "layer.45.self_attn.v_proj", "ppl": 5.090229511260986 }, { "layer": "layer.45.self_attn.o_proj", "ppl": 5.089909076690674 }, { "layer": "layer.45.mlp.gate_proj", "ppl": 5.090057849884033 }, { "layer": "layer.45.mlp.up_proj", "ppl": 5.089809894561768 }, { "layer": "layer.45.mlp.down_proj", "ppl": 5.090112686157227 }, { "layer": "layer.46.self_attn.q_proj", "ppl": 5.09034538269043 }, { "layer": "layer.46.self_attn.k_proj", "ppl": 5.090183258056641 }, { "layer": "layer.46.self_attn.v_proj", "ppl": 5.0899271965026855 }, { "layer": "layer.46.self_attn.o_proj", "ppl": 5.090148448944092 }, { "layer": "layer.46.mlp.gate_proj", "ppl": 5.090141773223877 }, { "layer": "layer.46.mlp.up_proj", "ppl": 5.08980131149292 }, { "layer": "layer.46.mlp.down_proj", "ppl": 5.090529441833496 }, { "layer": "layer.47.self_attn.q_proj", "ppl": 5.090219974517822 }, { "layer": "layer.47.self_attn.k_proj", "ppl": 5.090112686157227 }, { "layer": "layer.47.self_attn.v_proj", "ppl": 5.090217113494873 }, { "layer": "layer.47.self_attn.o_proj", "ppl": 5.090247631072998 }, { "layer": "layer.47.mlp.gate_proj", "ppl": 5.090051651000977 }, { "layer": "layer.47.mlp.up_proj", "ppl": 5.0902276039123535 }, { "layer": "layer.47.mlp.down_proj", "ppl": 5.09018087387085 }, { "layer": "layer.48.self_attn.q_proj", "ppl": 5.090051174163818 }, { "layer": "layer.48.self_attn.k_proj", "ppl": 5.090222358703613 }, { "layer": "layer.48.self_attn.v_proj", "ppl": 5.0900797843933105 }, { "layer": "layer.48.self_attn.o_proj", "ppl": 5.090235710144043 }, { "layer": "layer.48.mlp.gate_proj", "ppl": 5.090022087097168 }, { "layer": "layer.48.mlp.up_proj", "ppl": 5.09007453918457 }, { "layer": "layer.48.mlp.down_proj", "ppl": 5.09018087387085 }, { "layer": "layer.49.self_attn.q_proj", "ppl": 5.090124607086182 }, { "layer": "layer.49.self_attn.k_proj", "ppl": 5.0900678634643555 }, { "layer": "layer.49.self_attn.v_proj", "ppl": 5.090035915374756 }, { "layer": "layer.49.self_attn.o_proj", "ppl": 5.0901360511779785 }, { "layer": "layer.49.mlp.gate_proj", "ppl": 5.089997291564941 }, { "layer": "layer.49.mlp.up_proj", "ppl": 5.08988094329834 }, { "layer": "layer.49.mlp.down_proj", "ppl": 5.090149402618408 }, { "layer": "layer.50.self_attn.q_proj", "ppl": 5.090080738067627 }, { "layer": "layer.50.self_attn.k_proj", "ppl": 5.0901198387146 }, { "layer": "layer.50.self_attn.v_proj", "ppl": 5.09015417098999 }, { "layer": "layer.50.self_attn.o_proj", "ppl": 5.090085506439209 }, { "layer": "layer.50.mlp.gate_proj", "ppl": 5.090113639831543 }, { "layer": "layer.50.mlp.up_proj", "ppl": 5.090045928955078 }, { "layer": "layer.50.mlp.down_proj", "ppl": 5.089738845825195 }, { "layer": "layer.51.self_attn.q_proj", "ppl": 5.090182781219482 }, { "layer": "layer.51.self_attn.k_proj", "ppl": 5.090182304382324 }, { "layer": "layer.51.self_attn.v_proj", "ppl": 5.09008264541626 }, { "layer": "layer.51.self_attn.o_proj", "ppl": 5.0901408195495605 }, { "layer": "layer.51.mlp.gate_proj", "ppl": 5.0900068283081055 }, { "layer": "layer.51.mlp.up_proj", "ppl": 5.090135097503662 }, { "layer": "layer.51.mlp.down_proj", "ppl": 5.090023517608643 }, { "layer": "layer.52.self_attn.q_proj", "ppl": 5.090044975280762 }, { "layer": "layer.52.self_attn.k_proj", "ppl": 5.090059280395508 }, { "layer": "layer.52.self_attn.v_proj", "ppl": 5.090130805969238 }, { "layer": "layer.52.self_attn.o_proj", "ppl": 5.0901689529418945 }, { "layer": "layer.52.mlp.gate_proj", "ppl": 5.090147495269775 }, { "layer": "layer.52.mlp.up_proj", "ppl": 5.09012508392334 }, { "layer": "layer.52.mlp.down_proj", "ppl": 5.089992523193359 }, { "layer": "layer.53.self_attn.q_proj", "ppl": 5.090065002441406 }, { "layer": "layer.53.self_attn.k_proj", "ppl": 5.090088367462158 }, { "layer": "layer.53.self_attn.v_proj", "ppl": 5.090236663818359 }, { "layer": "layer.53.self_attn.o_proj", "ppl": 5.090123653411865 }, { "layer": "layer.53.mlp.gate_proj", "ppl": 5.09004020690918 }, { "layer": "layer.53.mlp.up_proj", "ppl": 5.089980602264404 }, { "layer": "layer.53.mlp.down_proj", "ppl": 5.0898518562316895 }, { "layer": "layer.54.self_attn.q_proj", "ppl": 5.090084075927734 }, { "layer": "layer.54.self_attn.k_proj", "ppl": 5.090062618255615 }, { "layer": "layer.54.self_attn.v_proj", "ppl": 5.090015411376953 }, { "layer": "layer.54.self_attn.o_proj", "ppl": 5.09006929397583 }, { "layer": "layer.54.mlp.gate_proj", "ppl": 5.089820384979248 }, { "layer": "layer.54.mlp.up_proj", "ppl": 5.089759349822998 }, { "layer": "layer.54.mlp.down_proj", "ppl": 5.089877128601074 }, { "layer": "layer.55.self_attn.q_proj", "ppl": 5.090119361877441 }, { "layer": "layer.55.self_attn.k_proj", "ppl": 5.090194225311279 }, { "layer": "layer.55.self_attn.v_proj", "ppl": 5.090089321136475 }, { "layer": "layer.55.self_attn.o_proj", "ppl": 5.090063095092773 }, { "layer": "layer.55.mlp.gate_proj", "ppl": 5.09006929397583 }, { "layer": "layer.55.mlp.up_proj", "ppl": 5.090163707733154 }, { "layer": "layer.55.mlp.down_proj", "ppl": 5.0900678634643555 }, { "layer": "layer.56.self_attn.q_proj", "ppl": 5.090007305145264 }, { "layer": "layer.56.self_attn.k_proj", "ppl": 5.090089321136475 }, { "layer": "layer.56.self_attn.v_proj", "ppl": 5.090176105499268 }, { "layer": "layer.56.self_attn.o_proj", "ppl": 5.090207576751709 }, { "layer": "layer.56.mlp.gate_proj", "ppl": 5.090011119842529 }, { "layer": "layer.56.mlp.up_proj", "ppl": 5.090030670166016 }, { "layer": "layer.56.mlp.down_proj", "ppl": 5.0901618003845215 }, { "layer": "layer.57.self_attn.q_proj", "ppl": 5.090144157409668 }, { "layer": "layer.57.self_attn.k_proj", "ppl": 5.090230464935303 }, { "layer": "layer.57.self_attn.v_proj", "ppl": 5.090134143829346 }, { "layer": "layer.57.self_attn.o_proj", "ppl": 5.0902099609375 }, { "layer": "layer.57.mlp.gate_proj", "ppl": 5.089972019195557 }, { "layer": "layer.57.mlp.up_proj", "ppl": 5.090008735656738 }, { "layer": "layer.57.mlp.down_proj", "ppl": 5.089999198913574 }, { "layer": "layer.58.self_attn.q_proj", "ppl": 5.090175628662109 }, { "layer": "layer.58.self_attn.k_proj", "ppl": 5.09015417098999 }, { "layer": "layer.58.self_attn.v_proj", "ppl": 5.090167045593262 }, { "layer": "layer.58.self_attn.o_proj", "ppl": 5.090030670166016 }, { "layer": "layer.58.mlp.gate_proj", "ppl": 5.090207576751709 }, { "layer": "layer.58.mlp.up_proj", "ppl": 5.089921951293945 }, { "layer": "layer.58.mlp.down_proj", "ppl": 5.089971542358398 }, { "layer": "layer.59.self_attn.q_proj", "ppl": 5.090151309967041 }, { "layer": "layer.59.self_attn.k_proj", "ppl": 5.089930534362793 }, { "layer": "layer.59.self_attn.v_proj", "ppl": 5.090051651000977 }, { "layer": "layer.59.self_attn.o_proj", "ppl": 5.089935779571533 }, { "layer": "layer.59.mlp.gate_proj", "ppl": 5.089975357055664 }, { "layer": "layer.59.mlp.up_proj", "ppl": 5.08978796005249 }, { "layer": "layer.59.mlp.down_proj", "ppl": 5.090028762817383 }, { "layer": "layer.60.self_attn.q_proj", "ppl": 5.090191841125488 }, { "layer": "layer.60.self_attn.k_proj", "ppl": 5.090121269226074 }, { "layer": "layer.60.self_attn.v_proj", "ppl": 5.090035915374756 }, { "layer": "layer.60.self_attn.o_proj", "ppl": 5.089975833892822 }, { "layer": "layer.60.mlp.gate_proj", "ppl": 5.09023904800415 }, { "layer": "layer.60.mlp.up_proj", "ppl": 5.090276718139648 }, { "layer": "layer.60.mlp.down_proj", "ppl": 5.0901103019714355 }, { "layer": "layer.61.self_attn.q_proj", "ppl": 5.090160846710205 }, { "layer": "layer.61.self_attn.k_proj", "ppl": 5.090164661407471 }, { "layer": "layer.61.self_attn.v_proj", "ppl": 5.0901336669921875 }, { "layer": "layer.61.self_attn.o_proj", "ppl": 5.090362071990967 }, { "layer": "layer.61.mlp.gate_proj", "ppl": 5.08992338180542 }, { "layer": "layer.61.mlp.up_proj", "ppl": 5.0898756980896 }, { "layer": "layer.61.mlp.down_proj", "ppl": 5.08998966217041 }, { "layer": "layer.62.self_attn.q_proj", "ppl": 5.090231895446777 }, { "layer": "layer.62.self_attn.k_proj", "ppl": 5.090351104736328 }, { "layer": "layer.62.self_attn.v_proj", "ppl": 5.0901618003845215 }, { "layer": "layer.62.self_attn.o_proj", "ppl": 5.090211391448975 }, { "layer": "layer.62.mlp.gate_proj", "ppl": 5.089873790740967 }, { "layer": "layer.62.mlp.up_proj", "ppl": 5.089775562286377 }, { "layer": "layer.62.mlp.down_proj", "ppl": 5.08999490737915 }, { "layer": "layer.63.self_attn.q_proj", "ppl": 5.090127468109131 }, { "layer": "layer.63.self_attn.k_proj", "ppl": 5.090169906616211 }, { "layer": "layer.63.self_attn.v_proj", "ppl": 5.090245246887207 }, { "layer": "layer.63.self_attn.o_proj", "ppl": 5.090176105499268 }, { "layer": "layer.63.mlp.gate_proj", "ppl": 5.089709758758545 }, { "layer": "layer.63.mlp.up_proj", "ppl": 5.0898823738098145 }, { "layer": "layer.63.mlp.down_proj", "ppl": 5.089756011962891 } ] } ] }