quant_log.csv

layer,module,loss,samples,damp,time
0,self_attn.k_proj,0.0000833145,0.05000,5.504
0,self_attn.v_proj,0.0000048262,0.05000,5.610
0,self_attn.q_proj,0.0001627265,0.05000,5.606
0,self_attn.o_proj,0.0000002214,0.05000,1.191
0,mlp.gate_proj,0.0000997544,0.05000,3.078
0,mlp.up_proj,0.0000880482,0.05000,3.099
0,mlp.down_proj,0.0000010819,0.05000,3.332
1,self_attn.q_proj,0.0002339984,0.05000,5.468
1,self_attn.k_proj,0.0001366074,0.05000,5.615
1,self_attn.v_proj,0.0000161811,0.05000,5.641
1,self_attn.o_proj,0.0000006392,0.05000,1.165
1,mlp.gate_proj,0.0001622974,0.05000,2.888
1,mlp.up_proj,0.0001428511,0.05000,2.918
1,mlp.down_proj,0.0003240824,0.05000,3.307
2,self_attn.q_proj,0.0009462966,0.05000,5.619
2,self_attn.k_proj,0.0005598217,0.05000,5.643
2,self_attn.v_proj,0.0000587609,0.05000,5.671
2,self_attn.o_proj,0.0000006137,0.05000,1.139
2,mlp.up_proj,0.0002262556,0.05000,2.879
2,mlp.gate_proj,0.0002659620,0.05000,2.937
2,mlp.down_proj,0.0000028477,0.05000,2.979
3,self_attn.q_proj,0.0006456479,0.05000,5.110
3,self_attn.v_proj,0.0000623240,0.05000,5.181
3,self_attn.k_proj,0.0003549168,0.05000,5.208
3,self_attn.o_proj,0.0000012870,0.05000,1.070
3,mlp.up_proj,0.0002929948,0.05000,2.290
3,mlp.gate_proj,0.0003876079,0.05000,2.322
3,mlp.down_proj,0.0000042261,0.05000,3.058
4,self_attn.v_proj,0.0000641730,0.05000,5.203
4,self_attn.q_proj,0.0006326817,0.05000,5.248
4,self_attn.k_proj,0.0003315510,0.05000,5.274
4,self_attn.o_proj,0.0000023387,0.05000,1.078
4,mlp.gate_proj,0.0005043794,0.05000,2.391
4,mlp.up_proj,0.0003418379,0.05000,2.413
4,mlp.down_proj,0.0000061632,0.05000,3.072
5,self_attn.k_proj,0.0005265745,0.05000,5.141
5,self_attn.v_proj,0.0000638105,0.05000,5.204
5,self_attn.q_proj,0.0008782418,0.05000,5.240
5,self_attn.o_proj,0.0000025126,0.05000,1.060
5,mlp.up_proj,0.0003865409,0.05000,2.458
5,mlp.gate_proj,0.0005401021,0.05000,2.486
5,mlp.down_proj,0.0000082887,0.05000,3.048
6,self_attn.v_proj,0.0000612041,0.05000,5.136
6,self_attn.k_proj,0.0003914881,0.05000,5.177
6,self_attn.q_proj,0.0007378610,0.05000,5.211
6,self_attn.o_proj,0.0000043394,0.05000,1.034
6,mlp.gate_proj,0.0005627311,0.05000,2.457
6,mlp.up_proj,0.0004075962,0.05000,2.475
6,mlp.down_proj,0.0000099089,0.05000,2.958
7,self_attn.k_proj,0.0003767969,0.05000,5.226
7,self_attn.v_proj,0.0000546954,0.05000,5.279
7,self_attn.q_proj,0.0006362990,0.05000,5.295
7,self_attn.o_proj,0.0000061320,0.05000,1.056
7,mlp.up_proj,0.0004317052,0.05000,2.434
7,mlp.gate_proj,0.0005475797,0.05000,2.443
7,mlp.down_proj,0.0000111637,0.05000,3.088
8,self_attn.k_proj,0.0004685118,0.05000,5.168
8,self_attn.v_proj,0.0000670339,0.05000,5.199
8,self_attn.q_proj,0.0007847853,0.05000,5.229
8,self_attn.o_proj,0.0000080611,0.05000,1.108
8,mlp.up_proj,0.0004457112,0.05000,2.385
8,mlp.gate_proj,0.0005756153,0.05000,2.414
8,mlp.down_proj,0.0000119709,0.05000,3.063
9,self_attn.q_proj,0.0007281643,0.05000,5.169
9,self_attn.v_proj,0.0000788263,0.05000,5.243
9,self_attn.k_proj,0.0004247850,0.05000,5.248
9,self_attn.o_proj,0.0000077604,0.05000,1.016
9,mlp.gate_proj,0.0005563830,0.05000,2.452
9,mlp.up_proj,0.0004468315,0.05000,2.474
9,mlp.down_proj,0.0000119611,0.05000,2.982
10,self_attn.v_proj,0.0000621950,0.05000,5.226
10,self_attn.k_proj,0.0004504600,0.05000,5.274
10,self_attn.q_proj,0.0007390235,0.05000,5.337
10,self_attn.o_proj,0.0000074142,0.05000,1.079
10,mlp.gate_proj,0.0005601441,0.05000,2.303
10,mlp.up_proj,0.0004797459,0.05000,2.322
10,mlp.down_proj,0.0000133788,0.05000,3.071
11,self_attn.v_proj,0.0000770151,0.05000,5.048
11,self_attn.k_proj,0.0003612847,0.05000,5.134
11,self_attn.q_proj,0.0006474613,0.05000,5.161
11,self_attn.o_proj,0.0000095606,0.05000,1.116
11,mlp.up_proj,0.0005172904,0.05000,2.391
11,mlp.gate_proj,0.0005825480,0.05000,2.425
11,mlp.down_proj,0.0000147894,0.05000,3.155
12,self_attn.k_proj,0.0005030657,0.05000,5.040
12,self_attn.q_proj,0.0008600825,0.05000,5.172
12,self_attn.v_proj,0.0000796377,0.05000,5.186
12,self_attn.o_proj,0.0000104103,0.05000,1.071
12,mlp.up_proj,0.0005417673,0.05000,2.423
12,mlp.gate_proj,0.0006048538,0.05000,2.449
12,mlp.down_proj,0.0000159788,0.05000,3.090
13,self_attn.k_proj,0.0005679255,0.05000,5.098
13,self_attn.q_proj,0.0009026564,0.05000,5.188
13,self_attn.v_proj,0.0000920754,0.05000,5.205
13,self_attn.o_proj,0.0000111667,0.05000,1.057
13,mlp.up_proj,0.0005947397,0.05000,2.364
13,mlp.gate_proj,0.0007042694,0.05000,2.385
13,mlp.down_proj,0.0000207118,0.05000,3.023
14,self_attn.v_proj,0.0001053973,0.05000,5.222
14,self_attn.k_proj,0.0004498990,0.05000,5.278
14,self_attn.q_proj,0.0009584807,0.05000,5.306
14,self_attn.o_proj,0.0000123116,0.05000,1.090
14,mlp.up_proj,0.0006279950,0.05000,2.357
14,mlp.gate_proj,0.0007503058,0.05000,2.383
14,mlp.down_proj,0.0000250014,0.05000,3.074
15,self_attn.k_proj,0.0004797868,0.05000,4.990
15,self_attn.v_proj,0.0001005991,0.05000,5.166
15,self_attn.q_proj,0.0009365002,0.05000,5.185
15,self_attn.o_proj,0.0000076168,0.05000,1.067
15,mlp.up_proj,0.0006121564,0.05000,2.409
15,mlp.gate_proj,0.0007879107,0.05000,2.440
15,mlp.down_proj,0.0000245487,0.05000,3.107
16,self_attn.v_proj,0.0001098983,0.05000,5.208
16,self_attn.q_proj,0.0009610252,0.05000,5.322
16,self_attn.k_proj,0.0005322082,0.05000,5.361
16,self_attn.o_proj,0.0000051471,0.05000,1.175
16,mlp.up_proj,0.0005994866,0.05000,2.891
16,mlp.gate_proj,0.0007955586,0.05000,2.940
16,mlp.down_proj,0.0000232563,0.05000,3.234
17,self_attn.v_proj,0.0001056392,0.05000,5.383
17,self_attn.k_proj,0.0004881229,0.05000,5.419
17,self_attn.q_proj,0.0009143897,0.05000,5.493
17,self_attn.o_proj,0.0000044561,0.05000,1.173
17,mlp.gate_proj,0.0008321888,0.05000,2.826
17,mlp.up_proj,0.0006171612,0.05000,2.839
17,mlp.down_proj,0.0000246102,0.05000,3.241
18,self_attn.v_proj,0.0001294144,0.05000,5.402
18,self_attn.q_proj,0.0010036130,0.05000,5.491
18,self_attn.k_proj,0.0005490085,0.05000,5.539
18,self_attn.o_proj,0.0000047686,0.05000,1.202
18,mlp.up_proj,0.0006625156,0.05000,2.816
18,mlp.gate_proj,0.0008736592,0.05000,2.858
18,mlp.down_proj,0.0000259963,0.05000,3.274
19,self_attn.q_proj,0.0009206464,0.05000,5.306
19,self_attn.v_proj,0.0001300041,0.05000,5.346
19,self_attn.k_proj,0.0005263201,0.05000,5.421
19,self_attn.o_proj,0.0000081053,0.05000,1.206
19,mlp.up_proj,0.0007115615,0.05000,2.476
19,mlp.gate_proj,0.0009267995,0.05000,2.501
19,mlp.down_proj,0.0000313765,0.05000,3.005
20,self_attn.k_proj,0.0005501762,0.05000,5.269
20,self_attn.q_proj,0.0009316968,0.05000,5.310
20,self_attn.v_proj,0.0001533229,0.05000,5.339
20,self_attn.o_proj,0.0000053971,0.05000,1.074
20,mlp.gate_proj,0.0008958201,0.05000,2.386
20,mlp.up_proj,0.0007214489,0.05000,2.403
20,mlp.down_proj,0.0000298560,0.05000,3.048
21,self_attn.k_proj,0.0005322746,0.05000,5.115
21,self_attn.v_proj,0.0001965262,0.05000,5.151
21,self_attn.q_proj,0.0009163225,0.05000,5.171
21,self_attn.o_proj,0.0000058034,0.05000,1.071
21,mlp.up_proj,0.0007544485,0.05000,2.394
21,mlp.gate_proj,0.0009466076,0.05000,2.413
21,mlp.down_proj,0.0000325444,0.05000,2.984
22,self_attn.v_proj,0.0001977625,0.05000,5.113
22,self_attn.q_proj,0.0009122455,0.05000,5.193
22,self_attn.k_proj,0.0005100145,0.05000,5.229
22,self_attn.o_proj,0.0000058460,0.05000,1.057
22,mlp.gate_proj,0.0010337803,0.05000,2.355
22,mlp.up_proj,0.0008206790,0.05000,2.376
22,mlp.down_proj,0.0000370742,0.05000,2.997
23,self_attn.v_proj,0.0001945850,0.05000,5.120
23,self_attn.k_proj,0.0005421275,0.05000,5.187
23,self_attn.q_proj,0.0009014102,0.05000,5.207
23,self_attn.o_proj,0.0000118679,0.05000,1.071
23,mlp.gate_proj,0.0011874684,0.05000,2.391
23,mlp.up_proj,0.0009013988,0.05000,2.412
23,mlp.down_proj,0.0000456437,0.05000,3.112
24,self_attn.k_proj,0.0006013965,0.05000,5.117
24,self_attn.q_proj,0.0009966169,0.05000,5.178
24,self_attn.v_proj,0.0002814000,0.05000,5.192
24,self_attn.o_proj,0.0000167604,0.05000,1.067
24,mlp.up_proj,0.0009939129,0.05000,2.419
24,mlp.gate_proj,0.0013279702,0.05000,2.446
24,mlp.down_proj,0.0000607813,0.05000,3.056
25,self_attn.k_proj,0.0004979556,0.05000,5.164
25,self_attn.q_proj,0.0009840556,0.05000,5.252
25,self_attn.v_proj,0.0002535410,0.05000,5.264
25,self_attn.o_proj,0.0000184899,0.05000,1.043
25,mlp.gate_proj,0.0014792334,0.05000,2.438
25,mlp.up_proj,0.0011075135,0.05000,2.447
25,mlp.down_proj,0.0000877130,0.05000,3.067
26,self_attn.v_proj,0.0003436589,0.05000,5.014
26,self_attn.q_proj,0.0008804976,0.05000,5.161
26,self_attn.k_proj,0.0005433848,0.05000,5.189
26,self_attn.o_proj,0.0000359726,0.05000,1.044
26,mlp.up_proj,0.0011477621,0.05000,2.349
26,mlp.gate_proj,0.0015504545,0.05000,2.368
26,mlp.down_proj,0.0001262205,0.05000,3.025
27,self_attn.v_proj,0.0002239405,0.05000,5.051
27,self_attn.k_proj,0.0003883892,0.05000,5.105
27,self_attn.q_proj,0.0007127493,0.05000,5.130
27,self_attn.o_proj,0.0000817960,0.05000,1.054
27,mlp.up_proj,0.0012877010,0.05000,2.463
27,mlp.gate_proj,0.0015451877,0.05000,2.483
27,mlp.down_proj,0.0004653256,0.05000,3.056