quant_log.csv

layer,module,loss,samples,damp,time
0,linear_attn.in_proj_qkv,0.0000090902,0.05000,0.617
0,linear_attn.in_proj_z,0.0000045542,0.05000,0.438
0,linear_attn.out_proj,0.0000000044,0.05000,0.428
0,mlp.up_proj,0.0000001226,0.05000,0.900
0,mlp.gate_proj,0.0000001421,0.05000,0.892
0,mlp.down_proj,0.0000000008,0.05000,1.595
1,linear_attn.in_proj_qkv,0.0000011049,0.05000,0.507
1,linear_attn.in_proj_z,0.0000005488,0.05000,0.443
1,linear_attn.out_proj,0.0000000016,0.05000,0.443
1,mlp.gate_proj,0.0000003634,0.05000,0.904
1,mlp.up_proj,0.0000003239,0.05000,0.908
1,mlp.down_proj,0.0000000023,0.05000,1.608
2,linear_attn.in_proj_qkv,0.0000019753,0.05000,0.492
2,linear_attn.in_proj_z,0.0000009680,0.05000,0.428
2,linear_attn.out_proj,0.0000000029,0.05000,0.437
2,mlp.gate_proj,0.0000006150,0.05000,0.874
2,mlp.up_proj,0.0000005168,0.05000,0.876
2,mlp.down_proj,0.0000000065,0.05000,1.617
3,self_attn.k_proj,0.0000008796,0.05000,1.330
3,self_attn.v_proj,0.0000008376,0.05000,1.333
3,self_attn.q_proj,0.0000084286,0.05000,1.336
3,self_attn.o_proj,0.0000000050,0.05000,0.445
3,mlp.gate_proj,0.0000008091,0.05000,0.860
3,mlp.up_proj,0.0000007321,0.05000,0.863
3,mlp.down_proj,0.0000000084,0.05000,1.601
4,linear_attn.in_proj_qkv,0.0000034649,0.05000,0.520
4,linear_attn.in_proj_z,0.0000017468,0.05000,0.433
4,linear_attn.out_proj,0.0000000080,0.05000,0.441
4,mlp.up_proj,0.0000011547,0.05000,0.847
4,mlp.gate_proj,0.0000012759,0.05000,0.852
4,mlp.down_proj,0.0000000154,0.05000,1.577
5,linear_attn.in_proj_qkv,0.0000047500,0.05000,0.516
5,linear_attn.in_proj_z,0.0000022957,0.05000,0.443
5,linear_attn.out_proj,0.0000000164,0.05000,0.444
5,mlp.gate_proj,0.0000018376,0.05000,0.874
5,mlp.up_proj,0.0000015494,0.05000,0.879
5,mlp.down_proj,0.0000000277,0.05000,1.595
6,linear_attn.in_proj_qkv,0.0000052777,0.05000,0.515
6,linear_attn.in_proj_z,0.0000021524,0.05000,0.432
6,linear_attn.out_proj,0.0000000324,0.05000,0.444
6,mlp.gate_proj,0.0000025880,0.05000,0.863
6,mlp.up_proj,0.0000021090,0.05000,0.867
6,mlp.down_proj,0.0000000539,0.05000,1.594
7,self_attn.v_proj,0.0000006785,0.05000,1.403
7,self_attn.k_proj,0.0000007733,0.05000,1.403
7,self_attn.q_proj,0.0000058339,0.05000,1.405
7,self_attn.o_proj,0.0000000288,0.05000,0.437
7,mlp.gate_proj,0.0000025658,0.05000,0.862
7,mlp.up_proj,0.0000020487,0.05000,0.865
7,mlp.down_proj,0.0000000413,0.05000,1.591
8,linear_attn.in_proj_qkv,0.0000057309,0.05000,0.492
8,linear_attn.in_proj_z,0.0000024447,0.05000,0.457
8,linear_attn.out_proj,0.0000000340,0.05000,0.428
8,mlp.gate_proj,0.0000026064,0.05000,0.845
8,mlp.up_proj,0.0000021556,0.05000,0.848
8,mlp.down_proj,0.0000000424,0.05000,1.598
9,linear_attn.in_proj_qkv,0.0000059482,0.05000,0.518
9,linear_attn.in_proj_z,0.0000024183,0.05000,0.438
9,linear_attn.out_proj,0.0000000334,0.05000,0.440
9,mlp.up_proj,0.0000022724,0.05000,0.928
9,mlp.gate_proj,0.0000025724,0.05000,0.932
9,mlp.down_proj,0.0000000452,0.05000,1.599
10,linear_attn.in_proj_qkv,0.0000057265,0.05000,0.517
10,linear_attn.in_proj_z,0.0000022270,0.05000,0.443
10,linear_attn.out_proj,0.0000000355,0.05000,0.433
10,mlp.up_proj,0.0000023992,0.05000,0.843
10,mlp.gate_proj,0.0000024826,0.05000,0.846
10,mlp.down_proj,0.0000000511,0.05000,1.602
11,self_attn.v_proj,0.0000006117,0.05000,1.439
11,self_attn.k_proj,0.0000006401,0.05000,1.442
11,self_attn.q_proj,0.0000044447,0.05000,1.445
11,self_attn.o_proj,0.0000000447,0.05000,0.442
11,mlp.gate_proj,0.0000023887,0.05000,0.921
11,mlp.up_proj,0.0000024465,0.05000,0.925
11,mlp.down_proj,0.0000000502,0.05000,1.588
12,linear_attn.in_proj_qkv,0.0000057455,0.05000,0.500
12,linear_attn.in_proj_z,0.0000020781,0.05000,0.454
12,linear_attn.out_proj,0.0000000449,0.05000,0.439
12,mlp.up_proj,0.0000025431,0.05000,0.867
12,mlp.gate_proj,0.0000023881,0.05000,0.870
12,mlp.down_proj,0.0000000545,0.05000,1.589
13,linear_attn.in_proj_qkv,0.0000063455,0.05000,0.545
13,linear_attn.in_proj_z,0.0000023766,0.05000,0.445
13,linear_attn.out_proj,0.0000000424,0.05000,0.448
13,mlp.gate_proj,0.0000024403,0.05000,0.973
13,mlp.up_proj,0.0000026470,0.05000,0.976
13,mlp.down_proj,0.0000000573,0.05000,1.596
14,linear_attn.in_proj_qkv,0.0000062900,0.05000,0.517
14,linear_attn.in_proj_z,0.0000023549,0.05000,0.446
14,linear_attn.out_proj,0.0000000682,0.05000,0.436
14,mlp.up_proj,0.0000027956,0.05000,0.887
14,mlp.gate_proj,0.0000024443,0.05000,0.889
14,mlp.down_proj,0.0000000637,0.05000,1.598
15,self_attn.k_proj,0.0000006541,0.05000,1.363
15,self_attn.v_proj,0.0000008126,0.05000,1.366
15,self_attn.q_proj,0.0000045815,0.05000,1.369
15,self_attn.o_proj,0.0000000466,0.05000,0.448
15,mlp.up_proj,0.0000030350,0.05000,0.861
15,mlp.gate_proj,0.0000026180,0.05000,0.864
15,mlp.down_proj,0.0000000735,0.05000,1.614
16,linear_attn.in_proj_qkv,0.0000065196,0.05000,0.511
16,linear_attn.in_proj_z,0.0000024188,0.05000,0.437
16,linear_attn.out_proj,0.0000000654,0.05000,0.437
16,mlp.gate_proj,0.0000028569,0.05000,0.846
16,mlp.up_proj,0.0000032812,0.05000,0.849
16,mlp.down_proj,0.0000000955,0.05000,1.592
17,linear_attn.in_proj_qkv,0.0000087892,0.05000,0.520
17,linear_attn.in_proj_z,0.0000026956,0.05000,0.454
17,linear_attn.out_proj,0.0000000865,0.05000,0.442
17,mlp.up_proj,0.0000036079,0.05000,0.921
17,mlp.gate_proj,0.0000031055,0.05000,0.924
17,mlp.down_proj,0.0000001271,0.05000,1.603
18,linear_attn.in_proj_qkv,0.0000083640,0.05000,0.512
18,linear_attn.in_proj_z,0.0000029537,0.05000,0.443
18,linear_attn.out_proj,0.0000001388,0.05000,0.438
18,mlp.gate_proj,0.0000040403,0.05000,0.863
18,mlp.up_proj,0.0000044091,0.05000,0.865
18,mlp.down_proj,0.0000002889,0.05000,1.606
19,self_attn.k_proj,0.0000009482,0.05000,1.410
19,self_attn.q_proj,0.0000062437,0.05000,1.414
19,self_attn.v_proj,0.0000020255,0.05000,1.420
19,self_attn.o_proj,0.0000001750,0.05000,0.449
19,mlp.up_proj,0.0000050957,0.05000,0.919
19,mlp.gate_proj,0.0000044884,0.05000,0.925
19,mlp.down_proj,0.0000003516,0.05000,1.601
20,linear_attn.in_proj_qkv,0.0000128556,0.05000,0.508
20,linear_attn.in_proj_z,0.0000044074,0.05000,0.435
20,linear_attn.out_proj,0.0000001916,0.05000,0.448
20,mlp.gate_proj,0.0000056739,0.05000,0.850
20,mlp.up_proj,0.0000054167,0.05000,0.852
20,mlp.down_proj,0.0000004084,0.05000,1.583
21,linear_attn.in_proj_qkv,0.0000125873,0.05000,0.521
21,linear_attn.in_proj_z,0.0000045462,0.05000,0.452
21,linear_attn.out_proj,0.0000002626,0.05000,0.440
21,mlp.up_proj,0.0000057516,0.05000,0.868
21,mlp.gate_proj,0.0000064190,0.05000,0.868
21,mlp.down_proj,0.0000005064,0.05000,1.589
22,linear_attn.in_proj_qkv,0.0000123458,0.05000,0.515
22,linear_attn.in_proj_z,0.0000051228,0.05000,0.448
22,linear_attn.out_proj,0.0000002861,0.05000,0.447
22,mlp.up_proj,0.0000073939,0.05000,0.979
22,mlp.gate_proj,0.0000091414,0.05000,0.983
22,mlp.down_proj,0.0000009588,0.05000,1.628
23,self_attn.q_proj,0.0000083992,0.05000,1.383
23,self_attn.v_proj,0.0000027723,0.05000,1.386
23,self_attn.k_proj,0.0000013828,0.05000,1.387
23,self_attn.o_proj,0.0000002685,0.05000,0.459
23,mlp.gate_proj,0.0000081927,0.05000,0.883
23,mlp.up_proj,0.0000072828,0.05000,0.889
23,mlp.down_proj,0.0000008112,0.05000,1.607
24,linear_attn.in_proj_qkv,0.0000150573,0.05000,0.511
24,linear_attn.in_proj_z,0.0000055410,0.05000,0.443
24,linear_attn.out_proj,0.0000005550,0.05000,0.452
24,mlp.gate_proj,0.0000091673,0.05000,0.875
24,mlp.up_proj,0.0000077243,0.05000,0.876
24,mlp.down_proj,0.0000008447,0.05000,1.599
25,linear_attn.in_proj_qkv,0.0000159640,0.05000,0.521
25,linear_attn.in_proj_z,0.0000059781,0.05000,0.447
25,linear_attn.out_proj,0.0000004635,0.05000,0.440
25,mlp.gate_proj,0.0000107524,0.05000,0.874
25,mlp.up_proj,0.0000087090,0.05000,0.877
25,mlp.down_proj,0.0000008964,0.05000,1.595
26,linear_attn.in_proj_qkv,0.0000145905,0.05000,0.532
26,linear_attn.in_proj_z,0.0000062938,0.05000,0.447
26,linear_attn.out_proj,0.0000005024,0.05000,0.445
26,mlp.gate_proj,0.0000126227,0.05000,0.883
26,mlp.up_proj,0.0000100352,0.05000,0.885
26,mlp.down_proj,0.0000013361,0.05000,1.590
27,self_attn.k_proj,0.0000018342,0.05000,1.449
27,self_attn.q_proj,0.0000097237,0.05000,1.453
27,self_attn.v_proj,0.0000066289,0.05000,1.459
27,self_attn.o_proj,0.0000011969,0.05000,0.441
27,mlp.gate_proj,0.0000124524,0.05000,0.865
27,mlp.up_proj,0.0000101295,0.05000,0.867
27,mlp.down_proj,0.0000013725,0.05000,1.599
28,linear_attn.in_proj_qkv,0.0000180177,0.05000,0.503
28,linear_attn.in_proj_z,0.0000067820,0.05000,0.441
28,linear_attn.out_proj,0.0000011778,0.05000,0.460
28,mlp.gate_proj,0.0000131360,0.05000,0.855
28,mlp.up_proj,0.0000108148,0.05000,0.858
28,mlp.down_proj,0.0000017392,0.05000,1.582
29,linear_attn.in_proj_qkv,0.0000132031,0.05000,0.521
29,linear_attn.in_proj_z,0.0000060368,0.05000,0.446
29,linear_attn.out_proj,0.0000010770,0.05000,0.447
29,mlp.gate_proj,0.0000146661,0.05000,0.867
29,mlp.up_proj,0.0000120007,0.05000,0.869
29,mlp.down_proj,0.0000022625,0.05000,1.594
30,linear_attn.in_proj_qkv,0.0000145864,0.05000,0.529
30,linear_attn.in_proj_z,0.0000062206,0.05000,0.441
30,linear_attn.out_proj,0.0000024084,0.05000,0.441
30,mlp.gate_proj,0.0000138783,0.05000,0.876
30,mlp.up_proj,0.0000115754,0.05000,0.882
30,mlp.down_proj,0.0000031752,0.05000,1.556
31,self_attn.k_proj,0.0000019336,0.05000,1.384
31,self_attn.v_proj,0.0000060194,0.05000,1.387
31,self_attn.q_proj,0.0000101493,0.05000,1.394
31,self_attn.o_proj,0.0000037437,0.05000,0.445
31,mlp.up_proj,0.0000104450,0.05000,0.883
31,mlp.gate_proj,0.0000128998,0.05000,0.886
31,mlp.down_proj,0.0000075799,0.05000,1.644