gptq-w4/quant_log.csv

layer,module,loss,samples,damp,time
0,self_attn.v_proj,0.0000000049,0.05000,3.675
0,self_attn.k_proj,0.0000000065,0.05000,3.596
0,self_attn.q_proj,0.0000000206,0.05000,3.565
0,self_attn.o_proj,0.0000000515,0.05000,0.463
0,mlp.up_proj,0.0000027086,0.05000,1.721
0,mlp.gate_proj,0.0000031230,0.05000,1.752
0,mlp.down_proj,0.0000007249,0.05000,1.536
1,self_attn.k_proj,0.0000000218,0.05000,3.682
1,self_attn.q_proj,0.0000000751,0.05000,3.701
1,self_attn.v_proj,0.0000000236,0.05000,3.710
1,self_attn.o_proj,0.0000001201,0.05000,0.466
1,mlp.up_proj,0.0000544818,0.05000,1.958
1,mlp.gate_proj,0.0001335768,0.05000,1.971
1,mlp.down_proj,0.0000000852,0.05000,1.511
2,self_attn.k_proj,0.0000000409,0.05000,3.437
2,self_attn.q_proj,0.0000001369,0.05000,3.456
2,self_attn.v_proj,0.0000000394,0.05000,3.475
2,self_attn.o_proj,0.0000001082,0.05000,0.484
2,mlp.up_proj,0.0001773173,0.05000,1.946
2,mlp.gate_proj,0.0002298518,0.05000,1.962
2,mlp.down_proj,0.0000001110,0.05000,1.521
3,self_attn.v_proj,0.0000000705,0.05000,3.821
3,self_attn.k_proj,0.0000000657,0.05000,3.843
3,self_attn.q_proj,0.0000002358,0.05000,3.853
3,self_attn.o_proj,0.0000001909,0.05000,0.464
3,mlp.up_proj,0.0000933522,0.05000,1.993
3,mlp.gate_proj,0.0001852609,0.05000,1.999
3,mlp.down_proj,0.0000004078,0.05000,1.514
4,self_attn.v_proj,0.0000001130,0.05000,3.398
4,self_attn.k_proj,0.0000001107,0.05000,3.478
4,self_attn.q_proj,0.0000003909,0.05000,3.487
4,self_attn.o_proj,0.0000002371,0.05000,0.468
4,mlp.gate_proj,0.0001602339,0.05000,1.697
4,mlp.up_proj,0.0000673103,0.05000,1.717
4,mlp.down_proj,0.0000006703,0.05000,1.513
5,self_attn.q_proj,0.0000004426,0.05000,3.399
5,self_attn.k_proj,0.0000001190,0.05000,3.453
5,self_attn.v_proj,0.0000001259,0.05000,3.465
5,self_attn.o_proj,0.0000003708,0.05000,0.471
5,mlp.up_proj,0.0000348884,0.05000,1.722
5,mlp.gate_proj,0.0000721761,0.05000,1.735
5,mlp.down_proj,0.0000010777,0.05000,1.502
6,self_attn.k_proj,0.0000002076,0.05000,3.804
6,self_attn.v_proj,0.0000002675,0.05000,3.816
6,self_attn.q_proj,0.0000008352,0.05000,3.822
6,self_attn.o_proj,0.0000012870,0.05000,0.477
6,mlp.up_proj,0.0000516530,0.05000,1.931
6,mlp.gate_proj,0.0000908551,0.05000,1.939
6,mlp.down_proj,0.0005645838,0.05000,1.517
7,self_attn.q_proj,0.0000023590,0.05000,3.035
7,self_attn.v_proj,0.0000007539,0.05000,3.056
7,self_attn.k_proj,0.0000006561,0.05000,3.076
7,self_attn.o_proj,0.0000011465,0.05000,0.468
7,mlp.up_proj,0.0000516057,0.05000,1.636
7,mlp.gate_proj,0.0000881970,0.05000,1.649
7,mlp.down_proj,0.0000016586,0.05000,1.496
8,self_attn.v_proj,0.0000010380,0.05000,3.685
8,self_attn.k_proj,0.0000009099,0.05000,3.693
8,self_attn.q_proj,0.0000033401,0.05000,3.695
8,self_attn.o_proj,0.0000015265,0.05000,0.467
8,mlp.gate_proj,0.0000317296,0.05000,1.871
8,mlp.up_proj,0.0000276715,0.05000,1.874
8,mlp.down_proj,0.0000030563,0.05000,1.499
9,self_attn.k_proj,0.0000012671,0.05000,3.577
9,self_attn.v_proj,0.0000013512,0.05000,3.601
9,self_attn.q_proj,0.0000042813,0.05000,3.604
9,self_attn.o_proj,0.0000022884,0.05000,0.469
9,mlp.up_proj,0.0000374859,0.05000,1.444
9,mlp.gate_proj,0.0000508919,0.05000,1.449
9,mlp.down_proj,0.0000043011,0.05000,1.524
10,self_attn.v_proj,0.0000028218,0.05000,3.360
10,self_attn.k_proj,0.0000024297,0.05000,3.389
10,self_attn.q_proj,0.0000088955,0.05000,3.395
10,self_attn.o_proj,0.0000031929,0.05000,0.473
10,mlp.up_proj,0.0000393457,0.05000,1.929
10,mlp.gate_proj,0.0000506277,0.05000,1.936
10,mlp.down_proj,0.0000041954,0.05000,1.510
11,self_attn.k_proj,0.0000013550,0.05000,2.960
11,self_attn.q_proj,0.0000046147,0.05000,2.992
11,self_attn.v_proj,0.0000014135,0.05000,2.998
11,self_attn.o_proj,0.0000032207,0.05000,0.497
11,mlp.up_proj,0.0000426695,0.05000,1.388
11,mlp.gate_proj,0.0000502931,0.05000,1.408
11,mlp.down_proj,0.0000048896,0.05000,1.586
12,self_attn.v_proj,0.0000018558,0.05000,3.344
12,self_attn.k_proj,0.0000016500,0.05000,3.386
12,self_attn.q_proj,0.0000057685,0.05000,3.402
12,self_attn.o_proj,0.0000042770,0.05000,0.469
12,mlp.up_proj,0.0000452720,0.05000,1.908
12,mlp.gate_proj,0.0000496515,0.05000,1.915
12,mlp.down_proj,0.0000050795,0.05000,1.497
13,self_attn.q_proj,0.0000047576,0.05000,3.381
13,self_attn.k_proj,0.0000013157,0.05000,3.415
13,self_attn.v_proj,0.0000014058,0.05000,3.424
13,self_attn.o_proj,0.0000028147,0.05000,0.468
13,mlp.gate_proj,0.0000494700,0.05000,1.911
13,mlp.up_proj,0.0000485672,0.05000,1.919
13,mlp.down_proj,0.0000073521,0.05000,1.525
14,self_attn.v_proj,0.0000025661,0.05000,3.606
14,self_attn.q_proj,0.0000086351,0.05000,3.632
14,self_attn.k_proj,0.0000023302,0.05000,3.641
14,self_attn.o_proj,0.0000061235,0.05000,0.470
14,mlp.up_proj,0.0000510403,0.05000,1.636
14,mlp.gate_proj,0.0000513840,0.05000,1.640
14,mlp.down_proj,0.0000084610,0.05000,1.510
15,self_attn.v_proj,0.0000027111,0.05000,3.438
15,self_attn.k_proj,0.0000026148,0.05000,3.458
15,self_attn.q_proj,0.0000093881,0.05000,3.469
15,self_attn.o_proj,0.0000058942,0.05000,0.468
15,mlp.up_proj,0.0000548470,0.05000,1.919
15,mlp.gate_proj,0.0000530544,0.05000,1.929
15,mlp.down_proj,0.0000097791,0.05000,1.502
16,self_attn.v_proj,0.0000052650,0.05000,3.468
16,self_attn.k_proj,0.0000044509,0.05000,3.478
16,self_attn.q_proj,0.0000171188,0.05000,3.482
16,self_attn.o_proj,0.0000060887,0.05000,0.468
16,mlp.up_proj,0.0000601062,0.05000,1.724
16,mlp.gate_proj,0.0000602103,0.05000,1.733
16,mlp.down_proj,0.0000097408,0.05000,1.516
17,self_attn.q_proj,0.0000165101,0.05000,3.473
17,self_attn.v_proj,0.0000047487,0.05000,3.491
17,self_attn.k_proj,0.0000041918,0.05000,3.500
17,self_attn.o_proj,0.0000076822,0.05000,0.468
17,mlp.up_proj,0.0000607459,0.05000,1.884
17,mlp.gate_proj,0.0000592846,0.05000,1.890
17,mlp.down_proj,0.0000112334,0.05000,1.512
18,self_attn.k_proj,0.0000051407,0.05000,3.320
18,self_attn.q_proj,0.0000190578,0.05000,3.359
18,self_attn.v_proj,0.0000058788,0.05000,3.384
18,self_attn.o_proj,0.0000089799,0.05000,0.477
18,mlp.up_proj,0.0000673981,0.05000,1.646
18,mlp.gate_proj,0.0000657180,0.05000,1.660
18,mlp.down_proj,0.0000143335,0.05000,1.523
19,self_attn.v_proj,0.0000109643,0.05000,3.213
19,self_attn.q_proj,0.0000379639,0.05000,3.241
19,self_attn.k_proj,0.0000099597,0.05000,3.244
19,self_attn.o_proj,0.0000160670,0.05000,0.499
19,mlp.up_proj,0.0000765846,0.05000,1.794
19,mlp.gate_proj,0.0000738430,0.05000,1.806
19,mlp.down_proj,0.0000198855,0.05000,1.509
20,self_attn.v_proj,0.0000106169,0.05000,3.321
20,self_attn.k_proj,0.0000083253,0.05000,3.331
20,self_attn.q_proj,0.0000359965,0.05000,3.343
20,self_attn.o_proj,0.0000158970,0.05000,0.466
20,mlp.up_proj,0.0000854498,0.05000,1.853
20,mlp.gate_proj,0.0000813562,0.05000,1.860
20,mlp.down_proj,0.0000234815,0.05000,1.515
21,self_attn.v_proj,0.0000159671,0.05000,3.538
21,self_attn.k_proj,0.0000117950,0.05000,3.600
21,self_attn.q_proj,0.0000498085,0.05000,3.607
21,self_attn.o_proj,0.0000173462,0.05000,0.458
21,mlp.gate_proj,0.0000981425,0.05000,1.904
21,mlp.up_proj,0.0001020593,0.05000,1.909
21,mlp.down_proj,0.0000297782,0.05000,1.506
22,self_attn.q_proj,0.0000975564,0.05000,3.467
22,self_attn.k_proj,0.0000235463,0.05000,3.509
22,self_attn.v_proj,0.0000309338,0.05000,3.515
22,self_attn.o_proj,0.0000277881,0.05000,0.466
22,mlp.gate_proj,0.0001126377,0.05000,1.770
22,mlp.up_proj,0.0001152332,0.05000,1.777
22,mlp.down_proj,0.0000476501,0.05000,1.509
23,self_attn.v_proj,0.0000344982,0.05000,3.301
23,self_attn.k_proj,0.0000232188,0.05000,3.369
23,self_attn.q_proj,0.0001030838,0.05000,3.382
23,self_attn.o_proj,0.0000354785,0.05000,0.468
23,mlp.gate_proj,0.0001306615,0.05000,1.691
23,mlp.up_proj,0.0001308658,0.05000,1.700
23,mlp.down_proj,0.0000569643,0.05000,1.513
24,self_attn.q_proj,0.0001996659,0.05000,2.979
24,self_attn.v_proj,0.0000695479,0.05000,3.014
24,self_attn.k_proj,0.0000434272,0.05000,3.019
24,self_attn.o_proj,0.0000392516,0.05000,0.471
24,mlp.gate_proj,0.0001434984,0.05000,1.593
24,mlp.up_proj,0.0001441934,0.05000,1.597
24,mlp.down_proj,0.0000604586,0.05000,1.496
25,self_attn.k_proj,0.0000342007,0.05000,3.761
25,self_attn.v_proj,0.0000476762,0.05000,3.773
25,self_attn.q_proj,0.0001416449,0.05000,3.780
25,self_attn.o_proj,0.0000255015,0.05000,0.474
25,mlp.up_proj,0.0001527413,0.05000,1.911
25,mlp.gate_proj,0.0001532248,0.05000,1.917
25,mlp.down_proj,0.0000681670,0.05000,1.511
26,self_attn.q_proj,0.0002173341,0.05000,3.514
26,self_attn.v_proj,0.0000699744,0.05000,3.526
26,self_attn.k_proj,0.0000499704,0.05000,3.536
26,self_attn.o_proj,0.0000230719,0.05000,0.464
26,mlp.gate_proj,0.0001690474,0.05000,1.586
26,mlp.up_proj,0.0001715301,0.05000,1.602
26,mlp.down_proj,0.0000547295,0.05000,1.513
27,self_attn.q_proj,0.0002578263,0.05000,3.671
27,self_attn.v_proj,0.0000841534,0.05000,3.684
27,self_attn.k_proj,0.0000579146,0.05000,3.688
27,self_attn.o_proj,0.0000214527,0.05000,0.467
27,mlp.up_proj,0.0001837371,0.05000,1.914
27,mlp.gate_proj,0.0001785181,0.05000,1.928
27,mlp.down_proj,0.0000738916,0.05000,1.511
28,self_attn.k_proj,0.0000744583,0.05000,3.669
28,self_attn.q_proj,0.0003092562,0.05000,3.680
28,self_attn.v_proj,0.0000978838,0.05000,3.690
28,self_attn.o_proj,0.0000451031,0.05000,0.469
28,mlp.up_proj,0.0002012882,0.05000,1.375
28,mlp.gate_proj,0.0001912300,0.05000,1.399
28,mlp.down_proj,0.0001001933,0.05000,1.495
29,self_attn.v_proj,0.0002423243,0.05000,2.921
29,self_attn.q_proj,0.0007097268,0.05000,2.942
29,self_attn.k_proj,0.0001605609,0.05000,2.945
29,self_attn.o_proj,0.0000638377,0.05000,0.467
29,mlp.up_proj,0.0002172646,0.05000,1.702
29,mlp.gate_proj,0.0001980884,0.05000,1.707
29,mlp.down_proj,0.0000721119,0.05000,1.506
30,self_attn.k_proj,0.0001791023,0.05000,3.453
30,self_attn.v_proj,0.0002721504,0.05000,3.468
30,self_attn.q_proj,0.0006921697,0.05000,3.473
30,self_attn.o_proj,0.0000582065,0.05000,0.480
30,mlp.gate_proj,0.0001978176,0.05000,1.791
30,mlp.up_proj,0.0002220451,0.05000,1.802
30,mlp.down_proj,0.0000744232,0.05000,1.531
31,self_attn.k_proj,0.0002596817,0.05000,3.428
31,self_attn.q_proj,0.0010218201,0.05000,3.441
31,self_attn.v_proj,0.0004082456,0.05000,3.446
31,self_attn.o_proj,0.0000786164,0.05000,0.470
31,mlp.up_proj,0.0002197529,0.05000,1.683
31,mlp.gate_proj,0.0001890513,0.05000,1.711
31,mlp.down_proj,0.0000845566,0.05000,1.514
32,self_attn.q_proj,0.0014656682,0.05000,3.468
32,self_attn.k_proj,0.0003646286,0.05000,3.548
32,self_attn.v_proj,0.0006052486,0.05000,3.556
32,self_attn.o_proj,0.0001196216,0.05000,0.470
32,mlp.gate_proj,0.0001847743,0.05000,1.606
32,mlp.up_proj,0.0002189688,0.05000,1.613
32,mlp.down_proj,0.0001304345,0.05000,1.505
33,self_attn.v_proj,0.0013389917,0.05000,3.279
33,self_attn.q_proj,0.0029900790,0.05000,3.359
33,self_attn.k_proj,0.0006500711,0.05000,3.371
33,self_attn.o_proj,0.0002791938,0.05000,0.462
33,mlp.up_proj,0.0002341808,0.05000,1.744
33,mlp.gate_proj,0.0001947542,0.05000,1.749
33,mlp.down_proj,0.0002137571,0.05000,1.506
34,self_attn.k_proj,0.0004991403,0.05000,3.103
34,self_attn.v_proj,0.0009608910,0.05000,3.122
34,self_attn.q_proj,0.0020953551,0.05000,3.130
34,self_attn.o_proj,0.0003735202,0.05000,0.471
34,mlp.up_proj,0.0002646934,0.05000,1.887
34,mlp.gate_proj,0.0002306278,0.05000,1.892
34,mlp.down_proj,0.0004479010,0.05000,1.527
35,self_attn.k_proj,0.0001677069,0.05000,3.638
35,self_attn.q_proj,0.0006482951,0.05000,3.650
35,self_attn.v_proj,0.0002376065,0.05000,3.656
35,self_attn.o_proj,0.0001988132,0.05000,0.464
35,mlp.up_proj,0.0005322509,0.05000,1.919
35,mlp.gate_proj,0.0004360335,0.05000,1.926
35,mlp.down_proj,0.0017999768,0.05000,1.500