quant_log.csv

layer,module,loss,samples,damp,time
0,self_attn.v_proj,0.0000000055,0.05000,4.851
0,self_attn.k_proj,0.0000000067,0.05000,4.868
0,self_attn.q_proj,0.0000000245,0.05000,4.875
0,self_attn.o_proj,0.0000001023,0.05000,1.463
0,mlp.gate_proj,0.0000014832,0.05000,3.275
0,mlp.up_proj,0.0000012088,0.05000,3.334
0,mlp.down_proj,0.0000007021,0.05000,5.384
1,self_attn.q_proj,0.0000000516,0.05000,4.584
1,self_attn.v_proj,0.0000000140,0.05000,4.683
1,self_attn.k_proj,0.0000000128,0.05000,4.723
1,self_attn.o_proj,0.0000001024,0.05000,1.334
1,mlp.up_proj,0.0000235446,0.05000,3.642
1,mlp.gate_proj,0.0000679487,0.05000,3.677
1,mlp.down_proj,0.0000010552,0.05000,5.334
2,self_attn.k_proj,0.0000000361,0.05000,4.120
2,self_attn.v_proj,0.0000000386,0.05000,4.189
2,self_attn.q_proj,0.0000001411,0.05000,4.244
2,self_attn.o_proj,0.0000002282,0.05000,1.332
2,mlp.gate_proj,0.0000977210,0.05000,3.152
2,mlp.up_proj,0.0000492783,0.05000,3.153
2,mlp.down_proj,0.0000008231,0.05000,5.410
3,self_attn.q_proj,0.0000003171,0.05000,4.748
3,self_attn.k_proj,0.0000000801,0.05000,4.758
3,self_attn.v_proj,0.0000000896,0.05000,4.779
3,self_attn.o_proj,0.0000002193,0.05000,1.414
3,mlp.gate_proj,0.0001480885,0.05000,3.153
3,mlp.up_proj,0.0000745903,0.05000,3.224
3,mlp.down_proj,0.0000013200,0.05000,5.582
4,self_attn.v_proj,0.0000001349,0.05000,5.075
4,self_attn.q_proj,0.0000004968,0.05000,5.101
4,self_attn.k_proj,0.0000001217,0.05000,5.105
4,self_attn.o_proj,0.0000003706,0.05000,1.499
4,mlp.up_proj,0.0001282589,0.05000,3.353
4,mlp.gate_proj,0.0002110812,0.05000,3.373
4,mlp.down_proj,0.0000014401,0.05000,5.379
5,self_attn.q_proj,0.0000005028,0.05000,4.952
5,self_attn.v_proj,0.0000001383,0.05000,4.969
5,self_attn.k_proj,0.0000001241,0.05000,4.978
5,self_attn.o_proj,0.0000003825,0.05000,1.373
5,mlp.up_proj,0.0000865598,0.05000,3.568
5,mlp.gate_proj,0.0001970606,0.05000,3.592
5,mlp.down_proj,0.0000036706,0.05000,5.314
6,self_attn.v_proj,0.0000002469,0.05000,4.978
6,self_attn.q_proj,0.0000008867,0.05000,5.061
6,self_attn.k_proj,0.0000002098,0.05000,5.067
6,self_attn.o_proj,0.0000005215,0.05000,1.377
6,mlp.up_proj,0.0001740953,0.05000,2.960
6,mlp.gate_proj,0.0003093244,0.05000,3.049
6,mlp.down_proj,0.0000451711,0.05000,5.501
7,self_attn.q_proj,0.0000032589,0.05000,4.941
7,self_attn.k_proj,0.0000007494,0.05000,4.953
7,self_attn.v_proj,0.0000008548,0.05000,4.969
7,self_attn.o_proj,0.0000011350,0.05000,1.371
7,mlp.gate_proj,0.0002542938,0.05000,3.356
7,mlp.up_proj,0.0001292021,0.05000,3.370
7,mlp.down_proj,0.0000053761,0.05000,5.684
8,self_attn.v_proj,0.0000008264,0.05000,4.899
8,self_attn.q_proj,0.0000030318,0.05000,4.924
8,self_attn.k_proj,0.0000007100,0.05000,4.975
8,self_attn.o_proj,0.0000013708,0.05000,1.409
8,mlp.up_proj,0.0000463701,0.05000,3.645
8,mlp.gate_proj,0.0000779276,0.05000,3.699
8,mlp.down_proj,0.0000070508,0.05000,5.465
9,self_attn.v_proj,0.0000006791,0.05000,5.006
9,self_attn.q_proj,0.0000025509,0.05000,5.023
9,self_attn.k_proj,0.0000006144,0.05000,5.032
9,self_attn.o_proj,0.0000013103,0.05000,1.424
9,mlp.gate_proj,0.0000426071,0.05000,3.332
9,mlp.up_proj,0.0000384853,0.05000,3.368
9,mlp.down_proj,0.0000094974,0.05000,5.585
10,self_attn.k_proj,0.0000008871,0.05000,5.058
10,self_attn.v_proj,0.0000010250,0.05000,5.070
10,self_attn.q_proj,0.0000039080,0.05000,5.100
10,self_attn.o_proj,0.0000023923,0.05000,1.394
10,mlp.gate_proj,0.0000476698,0.05000,2.910
10,mlp.up_proj,0.0000438941,0.05000,2.918
10,mlp.down_proj,0.0000099568,0.05000,5.422
11,self_attn.v_proj,0.0000016619,0.05000,5.104
11,self_attn.q_proj,0.0000061273,0.05000,5.127
11,self_attn.k_proj,0.0000014110,0.05000,5.151
11,self_attn.o_proj,0.0000034863,0.05000,1.411
11,mlp.up_proj,0.0000549275,0.05000,3.648
11,mlp.gate_proj,0.0000592392,0.05000,3.697
11,mlp.down_proj,0.0000136331,0.05000,5.316
12,self_attn.k_proj,0.0000015385,0.05000,4.950
12,self_attn.v_proj,0.0000017779,0.05000,4.997
12,self_attn.q_proj,0.0000064274,0.05000,5.019
12,self_attn.o_proj,0.0000026011,0.05000,1.423
12,mlp.gate_proj,0.0000721614,0.05000,3.257
12,mlp.up_proj,0.0000664742,0.05000,3.284
12,mlp.down_proj,0.0000165714,0.05000,5.587
13,self_attn.v_proj,0.0000035299,0.05000,4.510
13,self_attn.q_proj,0.0000127921,0.05000,4.531
13,self_attn.k_proj,0.0000029702,0.05000,4.564
13,self_attn.o_proj,0.0000040227,0.05000,1.394
13,mlp.up_proj,0.0000723846,0.05000,2.925
13,mlp.gate_proj,0.0000838850,0.05000,2.940
13,mlp.down_proj,0.0000187251,0.05000,5.496
14,self_attn.v_proj,0.0000024263,0.05000,4.790
14,self_attn.q_proj,0.0000085204,0.05000,4.817
14,self_attn.k_proj,0.0000020249,0.05000,4.848
14,self_attn.o_proj,0.0000040741,0.05000,1.353
14,mlp.gate_proj,0.0000798361,0.05000,2.961
14,mlp.up_proj,0.0000716579,0.05000,2.974
14,mlp.down_proj,0.0000192025,0.05000,5.455
15,self_attn.v_proj,0.0000024046,0.05000,4.509
15,self_attn.k_proj,0.0000021407,0.05000,4.558
15,self_attn.q_proj,0.0000092248,0.05000,4.569
15,self_attn.o_proj,0.0000045808,0.05000,1.348
15,mlp.up_proj,0.0000751190,0.05000,3.045
15,mlp.gate_proj,0.0000782121,0.05000,3.079
15,mlp.down_proj,0.0000209370,0.05000,5.471
16,self_attn.q_proj,0.0000100945,0.05000,5.142
16,self_attn.v_proj,0.0000027845,0.05000,5.142
16,self_attn.k_proj,0.0000023761,0.05000,5.241
16,self_attn.o_proj,0.0000062379,0.05000,1.380
16,mlp.up_proj,0.0000748809,0.05000,2.870
16,mlp.gate_proj,0.0000727667,0.05000,2.884
16,mlp.down_proj,0.0000219730,0.05000,5.353
17,self_attn.k_proj,0.0000028254,0.05000,4.584
17,self_attn.q_proj,0.0000126655,0.05000,4.615
17,self_attn.v_proj,0.0000032815,0.05000,4.642
17,self_attn.o_proj,0.0000061028,0.05000,1.371
17,mlp.gate_proj,0.0000801209,0.05000,3.312
17,mlp.up_proj,0.0000837841,0.05000,3.340
17,mlp.down_proj,0.0000245772,0.05000,5.519
18,self_attn.v_proj,0.0000047651,0.05000,4.578
18,self_attn.k_proj,0.0000041778,0.05000,4.587
18,self_attn.q_proj,0.0000184517,0.05000,4.621
18,self_attn.o_proj,0.0000063895,0.05000,1.366
18,mlp.up_proj,0.0000915147,0.05000,3.025
18,mlp.gate_proj,0.0000842209,0.05000,3.032
18,mlp.down_proj,0.0000275443,0.05000,5.559
19,self_attn.k_proj,0.0000049127,0.05000,4.855
19,self_attn.v_proj,0.0000055556,0.05000,4.940
19,self_attn.q_proj,0.0000216752,0.05000,4.962
19,self_attn.o_proj,0.0000083279,0.05000,1.398
19,mlp.up_proj,0.0001011631,0.05000,2.898
19,mlp.gate_proj,0.0000937019,0.05000,2.930
19,mlp.down_proj,0.0000327259,0.05000,5.399
20,self_attn.v_proj,0.0000109982,0.05000,4.754
20,self_attn.k_proj,0.0000086623,0.05000,4.805
20,self_attn.q_proj,0.0000405637,0.05000,4.808
20,self_attn.o_proj,0.0000105337,0.05000,1.392
20,mlp.gate_proj,0.0000998617,0.05000,3.189
20,mlp.up_proj,0.0001093770,0.05000,3.217
20,mlp.down_proj,0.0000415528,0.05000,5.438
21,self_attn.k_proj,0.0000117670,0.05000,4.439
21,self_attn.q_proj,0.0000514724,0.05000,4.453
21,self_attn.v_proj,0.0000140596,0.05000,4.516
21,self_attn.o_proj,0.0000151081,0.05000,1.453
21,mlp.gate_proj,0.0001088591,0.05000,2.926
21,mlp.up_proj,0.0001167877,0.05000,2.938
21,mlp.down_proj,0.0000477426,0.05000,5.551
22,self_attn.v_proj,0.0000117180,0.05000,4.538
22,self_attn.k_proj,0.0000094837,0.05000,4.573
22,self_attn.q_proj,0.0000441959,0.05000,4.617
22,self_attn.o_proj,0.0000190037,0.05000,1.410
22,mlp.up_proj,0.0001366769,0.05000,3.587
22,mlp.gate_proj,0.0001259929,0.05000,3.622
22,mlp.down_proj,0.0000632469,0.05000,5.323
23,self_attn.v_proj,0.0000206423,0.05000,5.066
23,self_attn.q_proj,0.0000767674,0.05000,5.099
23,self_attn.k_proj,0.0000157870,0.05000,5.111
23,self_attn.o_proj,0.0000160790,0.05000,1.398
23,mlp.up_proj,0.0001518091,0.05000,3.378
23,mlp.gate_proj,0.0001383609,0.05000,3.395
23,mlp.down_proj,0.0000856998,0.05000,5.398
24,self_attn.v_proj,0.0000329967,0.05000,5.030
24,self_attn.k_proj,0.0000237478,0.05000,5.054
24,self_attn.q_proj,0.0001217306,0.05000,5.056
24,self_attn.o_proj,0.0000220392,0.05000,1.360
24,mlp.gate_proj,0.0001632924,0.05000,3.625
24,mlp.up_proj,0.0001751961,0.05000,3.657
24,mlp.down_proj,0.0000941419,0.05000,5.674
25,self_attn.k_proj,0.0000201400,0.05000,4.789
25,self_attn.q_proj,0.0000949212,0.05000,4.936
25,self_attn.v_proj,0.0000253956,0.05000,4.953
25,self_attn.o_proj,0.0000235002,0.05000,1.350
25,mlp.up_proj,0.0002028768,0.05000,3.754
25,mlp.gate_proj,0.0001922596,0.05000,3.767
25,mlp.down_proj,0.0001267621,0.05000,5.595
26,self_attn.k_proj,0.0000225750,0.05000,4.881
26,self_attn.v_proj,0.0000295418,0.05000,4.921
26,self_attn.q_proj,0.0001108223,0.05000,4.949
26,self_attn.o_proj,0.0000265471,0.05000,1.385
26,mlp.up_proj,0.0002334800,0.05000,3.388
26,mlp.gate_proj,0.0002268478,0.05000,3.422
26,mlp.down_proj,0.0001893703,0.05000,5.634
27,self_attn.q_proj,0.0001638606,0.05000,5.063
27,self_attn.v_proj,0.0000431965,0.05000,5.074
27,self_attn.k_proj,0.0000341267,0.05000,5.090
27,self_attn.o_proj,0.0000498931,0.05000,1.395
27,mlp.up_proj,0.0002877421,0.05000,3.456
27,mlp.gate_proj,0.0002798097,0.05000,3.483
27,mlp.down_proj,0.0002758613,0.05000,5.413
28,self_attn.q_proj,0.0002983511,0.05000,5.019
28,self_attn.k_proj,0.0000565795,0.05000,5.021
28,self_attn.v_proj,0.0000813798,0.05000,5.037
28,self_attn.o_proj,0.0000459752,0.05000,1.567
28,mlp.gate_proj,0.0003511385,0.05000,3.554
28,mlp.up_proj,0.0003660403,0.05000,3.605
28,mlp.down_proj,0.0003470357,0.05000,5.451
29,self_attn.v_proj,0.0000988175,0.05000,4.698
29,self_attn.q_proj,0.0003714425,0.05000,4.765
29,self_attn.k_proj,0.0000788545,0.05000,4.812
29,self_attn.o_proj,0.0000517854,0.05000,1.332
29,mlp.up_proj,0.0004072312,0.05000,3.735
29,mlp.gate_proj,0.0003876266,0.05000,3.765
29,mlp.down_proj,0.0004905408,0.05000,5.507
30,self_attn.q_proj,0.0005447937,0.05000,4.696
30,self_attn.v_proj,0.0001534902,0.05000,4.769
30,self_attn.k_proj,0.0001148308,0.05000,4.786
30,self_attn.o_proj,0.0000775836,0.05000,1.395
30,mlp.gate_proj,0.0004827204,0.05000,3.138
30,mlp.up_proj,0.0005053384,0.05000,3.150
30,mlp.down_proj,0.0005774746,0.05000,5.607
31,self_attn.k_proj,0.0001142838,0.05000,4.573
31,self_attn.v_proj,0.0001417302,0.05000,4.617
31,self_attn.q_proj,0.0005521921,0.05000,4.641
31,self_attn.o_proj,0.0000683407,0.05000,1.471
31,mlp.gate_proj,0.0005245574,0.05000,3.371
31,mlp.up_proj,0.0005602224,0.05000,3.391
31,mlp.down_proj,0.0007208518,0.05000,5.466
32,self_attn.k_proj,0.0002052982,0.05000,4.842
32,self_attn.q_proj,0.0009621031,0.05000,4.916
32,self_attn.v_proj,0.0002829138,0.05000,4.930
32,self_attn.o_proj,0.0000929007,0.05000,1.420
32,mlp.gate_proj,0.0005781620,0.05000,3.086
32,mlp.up_proj,0.0006268456,0.05000,3.146
32,mlp.down_proj,0.0007982043,0.05000,5.426
33,self_attn.v_proj,0.0003873876,0.05000,4.661
33,self_attn.q_proj,0.0013329935,0.05000,4.679
33,self_attn.k_proj,0.0002684569,0.05000,4.699
33,self_attn.o_proj,0.0001004743,0.05000,1.397
33,mlp.gate_proj,0.0006186912,0.05000,3.072
33,mlp.up_proj,0.0006873148,0.05000,3.080
33,mlp.down_proj,0.0008831521,0.05000,5.923
34,self_attn.k_proj,0.0004681831,0.05000,4.314
34,self_attn.q_proj,0.0022188602,0.05000,4.330
34,self_attn.v_proj,0.0006818156,0.05000,4.369
34,self_attn.o_proj,0.0001390811,0.05000,1.400
34,mlp.gate_proj,0.0006815079,0.05000,2.850
34,mlp.up_proj,0.0007714760,0.05000,2.856
34,mlp.down_proj,0.0010444433,0.05000,5.671
35,self_attn.v_proj,0.0009464067,0.05000,4.743
35,self_attn.q_proj,0.0028209405,0.05000,4.756
35,self_attn.k_proj,0.0005987322,0.05000,4.770
35,self_attn.o_proj,0.0001368956,0.05000,1.364
35,mlp.up_proj,0.0008114978,0.05000,3.085
35,mlp.gate_proj,0.0007047556,0.05000,3.087
35,mlp.down_proj,0.0012339309,0.05000,5.406
36,self_attn.k_proj,0.0005470300,0.05000,4.830
36,self_attn.q_proj,0.0024462599,0.05000,4.882
36,self_attn.v_proj,0.0008094013,0.05000,4.888
36,self_attn.o_proj,0.0002597887,0.05000,1.454
36,mlp.up_proj,0.0008480489,0.05000,3.371
36,mlp.gate_proj,0.0007133146,0.05000,3.388
36,mlp.down_proj,0.0015971187,0.05000,5.952
37,self_attn.q_proj,0.0035302981,0.05000,4.597
37,self_attn.k_proj,0.0007176153,0.05000,4.631
37,self_attn.v_proj,0.0012357151,0.05000,4.644
37,self_attn.o_proj,0.0002945466,0.05000,1.404
37,mlp.gate_proj,0.0007103522,0.05000,3.077
37,mlp.up_proj,0.0008592182,0.05000,3.084
37,mlp.down_proj,0.0022288549,0.05000,5.345
38,self_attn.v_proj,0.0011880093,0.05000,4.358
38,self_attn.q_proj,0.0031908930,0.05000,4.372
38,self_attn.k_proj,0.0006751707,0.05000,4.399
38,self_attn.o_proj,0.0003943942,0.05000,1.340
38,mlp.gate_proj,0.0008062866,0.05000,3.148
38,mlp.up_proj,0.0009217460,0.05000,3.174
38,mlp.down_proj,0.0034524150,0.05000,5.362
39,self_attn.k_proj,0.0002554454,0.05000,4.257
39,self_attn.v_proj,0.0003735272,0.05000,4.294
39,self_attn.q_proj,0.0012166777,0.05000,4.295
39,self_attn.o_proj,0.0003847522,0.05000,1.344
39,mlp.gate_proj,0.0009165438,0.05000,3.561
39,mlp.up_proj,0.0010139998,0.05000,3.578
39,mlp.down_proj,0.0066875947,0.05000,5.467