quant_log.csv

layer,module,loss,samples,damp,time
0,self_attn.k_proj,0.0000000002,0.05000,1.974
0,self_attn.v_proj,0.0000000000,0.05000,1.669
0,self_attn.q_proj,0.0000000012,0.05000,1.729
0,self_attn.o_proj,0.0000000000,0.05000,1.706
0,mlp.gate_proj,0.0000000007,0.05000,1.914
0,mlp.up_proj,0.0000000007,0.05000,1.880
0,mlp.down_proj,0.0000000000,0.05000,10.259
1,self_attn.k_proj,0.0000000001,0.05000,1.658
1,self_attn.v_proj,0.0000000000,0.05000,1.652
1,self_attn.q_proj,0.0000000005,0.05000,1.732
1,self_attn.o_proj,0.0000000000,0.05000,1.723
1,mlp.gate_proj,0.0000000023,0.05000,1.906
1,mlp.up_proj,0.0000000021,0.05000,1.898
1,mlp.down_proj,0.0000008961,0.05000,10.304
2,self_attn.k_proj,0.0000000072,0.05000,1.720
2,self_attn.v_proj,0.0000000027,0.05000,1.684
2,self_attn.q_proj,0.0000000268,0.05000,2.013
2,self_attn.o_proj,0.0000000000,0.05000,1.745
2,mlp.gate_proj,0.0000000038,0.05000,1.935
2,mlp.up_proj,0.0000000036,0.05000,1.910
2,mlp.down_proj,0.0000000001,0.05000,10.370
3,self_attn.k_proj,0.0000000051,0.05000,1.693
3,self_attn.v_proj,0.0000000022,0.05000,1.675
3,self_attn.q_proj,0.0000000180,0.05000,1.742
3,self_attn.o_proj,0.0000000001,0.05000,1.779
3,mlp.gate_proj,0.0000000063,0.05000,1.927
3,mlp.up_proj,0.0000000062,0.05000,1.915
3,mlp.down_proj,0.0000000001,0.05000,10.372
4,self_attn.k_proj,0.0000000074,0.05000,1.671
4,self_attn.v_proj,0.0000000038,0.05000,1.646
4,self_attn.q_proj,0.0000000315,0.05000,1.723
4,self_attn.o_proj,0.0000000000,0.05000,1.728
4,mlp.gate_proj,0.0000000122,0.05000,1.911
4,mlp.up_proj,0.0000000119,0.05000,1.907
4,mlp.down_proj,0.0000000002,0.05000,10.358
5,self_attn.k_proj,0.0000000103,0.05000,1.671
5,self_attn.v_proj,0.0000000059,0.05000,1.673
5,self_attn.q_proj,0.0000000424,0.05000,1.719
5,self_attn.o_proj,0.0000000000,0.05000,1.733
5,mlp.gate_proj,0.0000000204,0.05000,1.899
5,mlp.up_proj,0.0000000196,0.05000,1.896
5,mlp.down_proj,0.0000000005,0.05000,10.346
6,self_attn.k_proj,0.0000000069,0.05000,1.679
6,self_attn.v_proj,0.0000000038,0.05000,1.696
6,self_attn.q_proj,0.0000000270,0.05000,1.797
6,self_attn.o_proj,0.0000000000,0.05000,1.755
6,mlp.gate_proj,0.0000000274,0.05000,1.951
6,mlp.up_proj,0.0000000263,0.05000,1.917
6,mlp.down_proj,0.0000000007,0.05000,10.348
7,self_attn.k_proj,0.0000000097,0.05000,1.676
7,self_attn.v_proj,0.0000000049,0.05000,1.670
7,self_attn.q_proj,0.0000000391,0.05000,1.870
7,self_attn.o_proj,0.0000000001,0.05000,1.739
7,mlp.gate_proj,0.0000000347,0.05000,2.106
7,mlp.up_proj,0.0000000336,0.05000,1.917
7,mlp.down_proj,0.0000000008,0.05000,10.379
8,self_attn.k_proj,0.0000000091,0.05000,1.696
8,self_attn.v_proj,0.0000000049,0.05000,1.691
8,self_attn.q_proj,0.0000000357,0.05000,1.749
8,self_attn.o_proj,0.0000000003,0.05000,1.743
8,mlp.gate_proj,0.0000000405,0.05000,1.952
8,mlp.up_proj,0.0000000386,0.05000,1.928
8,mlp.down_proj,0.0000000011,0.05000,10.429
9,self_attn.k_proj,0.0000000248,0.05000,1.686
9,self_attn.v_proj,0.0000000147,0.05000,1.678
9,self_attn.q_proj,0.0000001123,0.05000,1.757
9,self_attn.o_proj,0.0000000005,0.05000,1.750
9,mlp.gate_proj,0.0000000437,0.05000,1.930
9,mlp.up_proj,0.0000000421,0.05000,1.922
9,mlp.down_proj,0.0000000012,0.05000,10.380
10,self_attn.k_proj,0.0000000149,0.05000,1.832
10,self_attn.v_proj,0.0000000078,0.05000,1.673
10,self_attn.q_proj,0.0000000632,0.05000,1.762
10,self_attn.o_proj,0.0000000006,0.05000,1.745
10,mlp.gate_proj,0.0000000530,0.05000,1.930
10,mlp.up_proj,0.0000000508,0.05000,1.924
10,mlp.down_proj,0.0000000016,0.05000,10.373
11,self_attn.k_proj,0.0000000174,0.05000,1.683
11,self_attn.v_proj,0.0000000082,0.05000,1.680
11,self_attn.q_proj,0.0000000763,0.05000,1.740
11,self_attn.o_proj,0.0000000007,0.05000,1.737
11,mlp.gate_proj,0.0000000608,0.05000,1.929
11,mlp.up_proj,0.0000000578,0.05000,1.922
11,mlp.down_proj,0.0000000021,0.05000,10.403
12,self_attn.k_proj,0.0000000232,0.05000,1.685
12,self_attn.v_proj,0.0000000127,0.05000,1.680
12,self_attn.q_proj,0.0000001077,0.05000,1.734
12,self_attn.o_proj,0.0000000010,0.05000,1.739
12,mlp.gate_proj,0.0000000679,0.05000,1.916
12,mlp.up_proj,0.0000000650,0.05000,1.903
12,mlp.down_proj,0.0000000024,0.05000,10.544
13,self_attn.k_proj,0.0000000216,0.05000,1.725
13,self_attn.v_proj,0.0000000119,0.05000,1.682
13,self_attn.q_proj,0.0000000984,0.05000,1.740
13,self_attn.o_proj,0.0000000008,0.05000,1.740
13,mlp.gate_proj,0.0000000776,0.05000,1.928
13,mlp.up_proj,0.0000000744,0.05000,1.916
13,mlp.down_proj,0.0000000031,0.05000,10.419
14,self_attn.k_proj,0.0000000208,0.05000,1.681
14,self_attn.v_proj,0.0000000114,0.05000,1.667
14,self_attn.q_proj,0.0000000948,0.05000,1.726
14,self_attn.o_proj,0.0000000014,0.05000,1.732
14,mlp.gate_proj,0.0000000797,0.05000,1.936
14,mlp.up_proj,0.0000000766,0.05000,1.910
14,mlp.down_proj,0.0000000034,0.05000,10.375
15,self_attn.k_proj,0.0000000260,0.05000,1.708
15,self_attn.v_proj,0.0000000144,0.05000,1.686
15,self_attn.q_proj,0.0000001285,0.05000,1.740
15,self_attn.o_proj,0.0000000011,0.05000,1.739
15,mlp.gate_proj,0.0000001000,0.05000,1.947
15,mlp.up_proj,0.0000000956,0.05000,1.984
15,mlp.down_proj,0.0000000041,0.05000,10.378
16,self_attn.k_proj,0.0000000244,0.05000,1.702
16,self_attn.v_proj,0.0000000126,0.05000,1.695
16,self_attn.q_proj,0.0000001144,0.05000,1.765
16,self_attn.o_proj,0.0000000013,0.05000,1.739
16,mlp.gate_proj,0.0000001086,0.05000,1.921
16,mlp.up_proj,0.0000001038,0.05000,1.909
16,mlp.down_proj,0.0000000048,0.05000,10.561
17,self_attn.k_proj,0.0000000198,0.05000,1.673
17,self_attn.v_proj,0.0000000121,0.05000,1.671
17,self_attn.q_proj,0.0000000910,0.05000,1.734
17,self_attn.o_proj,0.0000000017,0.05000,1.725
17,mlp.gate_proj,0.0000001043,0.05000,1.907
17,mlp.up_proj,0.0000001004,0.05000,1.907
17,mlp.down_proj,0.0000000052,0.05000,10.344
18,self_attn.k_proj,0.0000000385,0.05000,2.049
18,self_attn.v_proj,0.0000000218,0.05000,1.699
18,self_attn.q_proj,0.0000001757,0.05000,1.776
18,self_attn.o_proj,0.0000000015,0.05000,1.755
18,mlp.gate_proj,0.0000001256,0.05000,1.967
18,mlp.up_proj,0.0000001200,0.05000,1.908
18,mlp.down_proj,0.0000000065,0.05000,10.347
19,self_attn.k_proj,0.0000000501,0.05000,1.685
19,self_attn.v_proj,0.0000000309,0.05000,1.691
19,self_attn.q_proj,0.0000002407,0.05000,1.745
19,self_attn.o_proj,0.0000000016,0.05000,1.737
19,mlp.gate_proj,0.0000001447,0.05000,2.317
19,mlp.up_proj,0.0000001387,0.05000,1.923
19,mlp.down_proj,0.0000000093,0.05000,10.378
20,self_attn.k_proj,0.0000000189,0.05000,1.693
20,self_attn.v_proj,0.0000000115,0.05000,1.674
20,self_attn.q_proj,0.0000000936,0.05000,2.097
20,self_attn.o_proj,0.0000000022,0.05000,1.745
20,mlp.gate_proj,0.0000001753,0.05000,1.931
20,mlp.up_proj,0.0000001662,0.05000,1.917
20,mlp.down_proj,0.0000000123,0.05000,10.487
21,self_attn.k_proj,0.0000000155,0.05000,1.669
21,self_attn.v_proj,0.0000000104,0.05000,1.688
21,self_attn.q_proj,0.0000000778,0.05000,1.737
21,self_attn.o_proj,0.0000000039,0.05000,1.738
21,mlp.gate_proj,0.0000001586,0.05000,1.919
21,mlp.up_proj,0.0000001516,0.05000,1.907
21,mlp.down_proj,0.0000000121,0.05000,10.398
22,self_attn.k_proj,0.0000000406,0.05000,1.930
22,self_attn.v_proj,0.0000000258,0.05000,1.795
22,self_attn.q_proj,0.0000002221,0.05000,1.847
22,self_attn.o_proj,0.0000000047,0.05000,1.845
22,mlp.gate_proj,0.0000002180,0.05000,1.908
22,mlp.up_proj,0.0000002092,0.05000,1.899
22,mlp.down_proj,0.0000000232,0.05000,10.346
23,self_attn.k_proj,0.0000000330,0.05000,1.688
23,self_attn.v_proj,0.0000000227,0.05000,1.694
23,self_attn.q_proj,0.0000001895,0.05000,1.735
23,self_attn.o_proj,0.0000000058,0.05000,1.731
23,mlp.gate_proj,0.0000002436,0.05000,2.232
23,mlp.up_proj,0.0000002310,0.05000,1.919
23,mlp.down_proj,0.0000000223,0.05000,10.404
24,self_attn.k_proj,0.0000000284,0.05000,1.704
24,self_attn.v_proj,0.0000000233,0.05000,1.677
24,self_attn.q_proj,0.0000001599,0.05000,1.756
24,self_attn.o_proj,0.0000000056,0.05000,1.740
24,mlp.gate_proj,0.0000002843,0.05000,1.914
24,mlp.up_proj,0.0000002675,0.05000,1.923
24,mlp.down_proj,0.0000000246,0.05000,10.306
25,self_attn.k_proj,0.0000000507,0.05000,1.685
25,self_attn.v_proj,0.0000000330,0.05000,1.658
25,self_attn.q_proj,0.0000002889,0.05000,1.731
25,self_attn.o_proj,0.0000000067,0.05000,1.731
25,mlp.gate_proj,0.0000003367,0.05000,1.912
25,mlp.up_proj,0.0000003191,0.05000,1.902
25,mlp.down_proj,0.0000000288,0.05000,10.478
26,self_attn.k_proj,0.0000000367,0.05000,1.930
26,self_attn.v_proj,0.0000000248,0.05000,1.656
26,self_attn.q_proj,0.0000002028,0.05000,1.726
26,self_attn.o_proj,0.0000000083,0.05000,1.722
26,mlp.gate_proj,0.0000003796,0.05000,1.905
26,mlp.up_proj,0.0000003608,0.05000,1.904
26,mlp.down_proj,0.0000000304,0.05000,10.362
27,self_attn.k_proj,0.0000000365,0.05000,1.719
27,self_attn.v_proj,0.0000000260,0.05000,1.680
27,self_attn.q_proj,0.0000001969,0.05000,1.739
27,self_attn.o_proj,0.0000000069,0.05000,1.726
27,mlp.gate_proj,0.0000004164,0.05000,1.978
27,mlp.up_proj,0.0000003971,0.05000,1.906
27,mlp.down_proj,0.0000000330,0.05000,10.315
28,self_attn.k_proj,0.0000000359,0.05000,1.672
28,self_attn.v_proj,0.0000000281,0.05000,1.661
28,self_attn.q_proj,0.0000002018,0.05000,1.720
28,self_attn.o_proj,0.0000000056,0.05000,1.825
28,mlp.gate_proj,0.0000004448,0.05000,1.915
28,mlp.up_proj,0.0000004269,0.05000,1.922
28,mlp.down_proj,0.0000000380,0.05000,10.441
29,self_attn.k_proj,0.0000000469,0.05000,1.686
29,self_attn.v_proj,0.0000000308,0.05000,1.671
29,self_attn.q_proj,0.0000002493,0.05000,1.732
29,self_attn.o_proj,0.0000000091,0.05000,1.749
29,mlp.gate_proj,0.0000004729,0.05000,1.929
29,mlp.up_proj,0.0000004529,0.05000,1.907
29,mlp.down_proj,0.0000000403,0.05000,10.360
30,self_attn.k_proj,0.0000000461,0.05000,1.996
30,self_attn.v_proj,0.0000000365,0.05000,1.671
30,self_attn.q_proj,0.0000002671,0.05000,1.728
30,self_attn.o_proj,0.0000000104,0.05000,1.738
30,mlp.gate_proj,0.0000005154,0.05000,1.914
30,mlp.up_proj,0.0000004883,0.05000,1.904
30,mlp.down_proj,0.0000000424,0.05000,10.348
31,self_attn.k_proj,0.0000000515,0.05000,1.688
31,self_attn.v_proj,0.0000000394,0.05000,1.672
31,self_attn.q_proj,0.0000002855,0.05000,1.712
31,self_attn.o_proj,0.0000000071,0.05000,1.710
31,mlp.gate_proj,0.0000005588,0.05000,1.907
31,mlp.up_proj,0.0000005285,0.05000,1.895
31,mlp.down_proj,0.0000000449,0.05000,10.287
32,self_attn.k_proj,0.0000000566,0.05000,1.686
32,self_attn.v_proj,0.0000000439,0.05000,1.661
32,self_attn.q_proj,0.0000003142,0.05000,1.719
32,self_attn.o_proj,0.0000000082,0.05000,1.721
32,mlp.gate_proj,0.0000005844,0.05000,1.927
32,mlp.up_proj,0.0000005537,0.05000,1.907
32,mlp.down_proj,0.0000000477,0.05000,10.363
33,self_attn.k_proj,0.0000000530,0.05000,1.695
33,self_attn.v_proj,0.0000000485,0.05000,1.689
33,self_attn.q_proj,0.0000002834,0.05000,1.735
33,self_attn.o_proj,0.0000000060,0.05000,1.739
33,mlp.gate_proj,0.0000006227,0.05000,1.919
33,mlp.up_proj,0.0000005820,0.05000,1.914
33,mlp.down_proj,0.0000000490,0.05000,10.298
34,self_attn.k_proj,0.0000000596,0.05000,1.676
34,self_attn.v_proj,0.0000000547,0.05000,1.676
34,self_attn.q_proj,0.0000003310,0.05000,1.717
34,self_attn.o_proj,0.0000000044,0.05000,1.729
34,mlp.gate_proj,0.0000006503,0.05000,1.912
34,mlp.up_proj,0.0000006064,0.05000,1.900
34,mlp.down_proj,0.0000000523,0.05000,10.422
35,self_attn.k_proj,0.0000000653,0.05000,1.674
35,self_attn.v_proj,0.0000000614,0.05000,1.683
35,self_attn.q_proj,0.0000003620,0.05000,2.377
35,self_attn.o_proj,0.0000000036,0.05000,1.718
35,mlp.gate_proj,0.0000006651,0.05000,1.926
35,mlp.up_proj,0.0000006244,0.05000,1.910
35,mlp.down_proj,0.0000000536,0.05000,10.552
36,self_attn.k_proj,0.0000000689,0.05000,1.658
36,self_attn.v_proj,0.0000000649,0.05000,1.657
36,self_attn.q_proj,0.0000003802,0.05000,1.706
36,self_attn.o_proj,0.0000000064,0.05000,1.718
36,mlp.gate_proj,0.0000006757,0.05000,1.931
36,mlp.up_proj,0.0000006380,0.05000,1.894
36,mlp.down_proj,0.0000000534,0.05000,10.309
37,self_attn.k_proj,0.0000000654,0.05000,1.668
37,self_attn.v_proj,0.0000000588,0.05000,1.662
37,self_attn.q_proj,0.0000003550,0.05000,1.710
37,self_attn.o_proj,0.0000000057,0.05000,1.733
37,mlp.gate_proj,0.0000006918,0.05000,2.328
37,mlp.up_proj,0.0000006588,0.05000,1.934
37,mlp.down_proj,0.0000000565,0.05000,10.372
38,self_attn.k_proj,0.0000000652,0.05000,1.686
38,self_attn.v_proj,0.0000000540,0.05000,1.697
38,self_attn.q_proj,0.0000003431,0.05000,1.736
38,self_attn.o_proj,0.0000000096,0.05000,1.741
38,mlp.gate_proj,0.0000007154,0.05000,1.921
38,mlp.up_proj,0.0000006809,0.05000,1.929
38,mlp.down_proj,0.0000000597,0.05000,10.366
39,self_attn.k_proj,0.0000000628,0.05000,1.715
39,self_attn.v_proj,0.0000000543,0.05000,1.686
39,self_attn.q_proj,0.0000003293,0.05000,1.742
39,self_attn.o_proj,0.0000000088,0.05000,1.726
39,mlp.gate_proj,0.0000007348,0.05000,1.888
39,mlp.up_proj,0.0000007033,0.05000,1.889
39,mlp.down_proj,0.0000000644,0.05000,10.275
40,self_attn.k_proj,0.0000000626,0.05000,1.658
40,self_attn.v_proj,0.0000000444,0.05000,1.652
40,self_attn.q_proj,0.0000003235,0.05000,1.708
40,self_attn.o_proj,0.0000000141,0.05000,1.716
40,mlp.gate_proj,0.0000007610,0.05000,1.901
40,mlp.up_proj,0.0000007342,0.05000,1.908
40,mlp.down_proj,0.0000000727,0.05000,10.326
41,self_attn.k_proj,0.0000000559,0.05000,1.666
41,self_attn.v_proj,0.0000000421,0.05000,1.662
41,self_attn.q_proj,0.0000002855,0.05000,1.738
41,self_attn.o_proj,0.0000000170,0.05000,1.719
41,mlp.gate_proj,0.0000008057,0.05000,1.895
41,mlp.up_proj,0.0000007766,0.05000,1.907
41,mlp.down_proj,0.0000000785,0.05000,10.269
42,self_attn.k_proj,0.0000000701,0.05000,1.682
42,self_attn.v_proj,0.0000000549,0.05000,1.672
42,self_attn.q_proj,0.0000003824,0.05000,1.732
42,self_attn.o_proj,0.0000000133,0.05000,1.733
42,mlp.gate_proj,0.0000008403,0.05000,1.912
42,mlp.up_proj,0.0000008162,0.05000,1.909
42,mlp.down_proj,0.0000000892,0.05000,10.328
43,self_attn.k_proj,0.0000000691,0.05000,1.662
43,self_attn.v_proj,0.0000000489,0.05000,1.658
43,self_attn.q_proj,0.0000003654,0.05000,1.719
43,self_attn.o_proj,0.0000000184,0.05000,1.724
43,mlp.gate_proj,0.0000008706,0.05000,1.906
43,mlp.up_proj,0.0000008532,0.05000,1.898
43,mlp.down_proj,0.0000000997,0.05000,10.280
44,self_attn.k_proj,0.0000000654,0.05000,1.680
44,self_attn.v_proj,0.0000000442,0.05000,1.681
44,self_attn.q_proj,0.0000003623,0.05000,1.719
44,self_attn.o_proj,0.0000000237,0.05000,1.722
44,mlp.gate_proj,0.0000008908,0.05000,1.902
44,mlp.up_proj,0.0000008894,0.05000,1.899
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