Models/25/quant_log.csv

layer,module,loss,samples,damp,time
0,self_attn.k_proj,0.0000000493,0.05000,5.263
0,self_attn.v_proj,0.0000000430,0.05000,5.230
0,self_attn.q_proj,0.0000001818,0.05000,5.398
0,self_attn.o_proj,0.0000001054,0.05000,1.579
0,mlp.gate_proj,0.0000114880,0.05000,2.158
0,mlp.up_proj,0.0000100735,0.05000,2.185
0,mlp.down_proj,0.0000015222,0.05000,4.023
1,self_attn.v_proj,0.0000000828,0.05000,5.549
1,self_attn.k_proj,0.0000000801,0.05000,5.598
1,self_attn.q_proj,0.0000002977,0.05000,5.632
1,self_attn.o_proj,0.0000001564,0.05000,1.642
1,mlp.up_proj,0.0001828177,0.05000,2.748
1,mlp.gate_proj,0.0004096040,0.05000,2.781
1,mlp.down_proj,0.0000016779,0.05000,4.167
2,self_attn.q_proj,0.0000008498,0.05000,5.458
2,self_attn.k_proj,0.0000002434,0.05000,5.462
2,self_attn.v_proj,0.0000002356,0.05000,5.488
2,self_attn.o_proj,0.0000002095,0.05000,1.587
2,mlp.gate_proj,0.0006597485,0.05000,2.158
2,mlp.up_proj,0.0005201637,0.05000,2.182
2,mlp.down_proj,0.0000012058,0.05000,4.134
3,self_attn.v_proj,0.0000004307,0.05000,4.747
3,self_attn.q_proj,0.0000016371,0.05000,4.795
3,self_attn.k_proj,0.0000004186,0.05000,4.822
3,self_attn.o_proj,0.0000003189,0.05000,1.582
3,mlp.gate_proj,0.0006873334,0.05000,2.253
3,mlp.up_proj,0.0003494455,0.05000,2.278
3,mlp.down_proj,0.0000034346,0.05000,4.083
4,self_attn.k_proj,0.0000008386,0.05000,4.757
4,self_attn.q_proj,0.0000030813,0.05000,4.826
4,self_attn.v_proj,0.0000008369,0.05000,4.856
4,self_attn.o_proj,0.0000004898,0.05000,1.581
4,mlp.gate_proj,0.0005583692,0.05000,2.182
4,mlp.up_proj,0.0002213096,0.05000,2.199
4,mlp.down_proj,0.0000050593,0.05000,4.103
5,self_attn.v_proj,0.0000009181,0.05000,4.694
5,self_attn.q_proj,0.0000033667,0.05000,4.788
5,self_attn.k_proj,0.0000008563,0.05000,4.810
5,self_attn.o_proj,0.0000009128,0.05000,1.617
5,mlp.up_proj,0.0000946976,0.05000,2.171
5,mlp.gate_proj,0.0001955191,0.05000,2.186
5,mlp.down_proj,0.0000073415,0.05000,4.025
6,self_attn.k_proj,0.0000017104,0.05000,4.671
6,self_attn.q_proj,0.0000072547,0.05000,4.673
6,self_attn.v_proj,0.0000019447,0.05000,4.740
6,self_attn.o_proj,0.0000021203,0.05000,1.586
6,mlp.up_proj,0.0001155930,0.05000,2.146
6,mlp.gate_proj,0.0002014494,0.05000,2.173
6,mlp.down_proj,0.0001064753,0.05000,4.027
7,self_attn.v_proj,0.0000040180,0.05000,4.646
7,self_attn.k_proj,0.0000039139,0.05000,4.743
7,self_attn.q_proj,0.0000144505,0.05000,4.788
7,self_attn.o_proj,0.0000026974,0.05000,1.584
7,mlp.gate_proj,0.0002344327,0.05000,2.212
7,mlp.up_proj,0.0001410635,0.05000,2.228
7,mlp.down_proj,0.0000122430,0.05000,4.045
8,self_attn.v_proj,0.0000061553,0.05000,4.724
8,self_attn.k_proj,0.0000056424,0.05000,4.805
8,self_attn.q_proj,0.0000217994,0.05000,4.822
8,self_attn.o_proj,0.0000037739,0.05000,1.553
8,mlp.up_proj,0.0001321165,0.05000,2.204
8,mlp.gate_proj,0.0001614960,0.05000,2.229
8,mlp.down_proj,0.0000182675,0.05000,4.046
9,self_attn.v_proj,0.0000074750,0.05000,4.669
9,self_attn.k_proj,0.0000076202,0.05000,4.776
9,self_attn.q_proj,0.0000272138,0.05000,4.797
9,self_attn.o_proj,0.0000046978,0.05000,1.548
9,mlp.gate_proj,0.0002562806,0.05000,2.187
9,mlp.up_proj,0.0001628826,0.05000,2.215
9,mlp.down_proj,0.0000175799,0.05000,4.044
10,self_attn.v_proj,0.0000116134,0.05000,4.708
10,self_attn.q_proj,0.0000392499,0.05000,4.796
10,self_attn.k_proj,0.0000101168,0.05000,4.825
10,self_attn.o_proj,0.0000065144,0.05000,1.564
10,mlp.gate_proj,0.0001958697,0.05000,2.119
10,mlp.up_proj,0.0001360473,0.05000,2.145
10,mlp.down_proj,0.0000145277,0.05000,4.086
11,self_attn.q_proj,0.0000192507,0.05000,4.803
11,self_attn.k_proj,0.0000052222,0.05000,4.898
11,self_attn.v_proj,0.0000053556,0.05000,4.912
11,self_attn.o_proj,0.0000041119,0.05000,1.587
11,mlp.up_proj,0.0001261680,0.05000,2.254
11,mlp.gate_proj,0.0001601069,0.05000,2.282
11,mlp.down_proj,0.0000135020,0.05000,4.082
12,self_attn.v_proj,0.0000064571,0.05000,4.739
12,self_attn.k_proj,0.0000060496,0.05000,4.798
12,self_attn.q_proj,0.0000229375,0.05000,4.825
12,self_attn.o_proj,0.0000045234,0.05000,1.565
12,mlp.gate_proj,0.0001424156,0.05000,2.162
12,mlp.up_proj,0.0001237598,0.05000,2.199
12,mlp.down_proj,0.0000132686,0.05000,4.109
13,self_attn.v_proj,0.0000043770,0.05000,4.753
13,self_attn.q_proj,0.0000172819,0.05000,4.763
13,self_attn.k_proj,0.0000045546,0.05000,4.833
13,self_attn.o_proj,0.0000035265,0.05000,1.567
13,mlp.up_proj,0.0001254522,0.05000,2.206
13,mlp.gate_proj,0.0001320071,0.05000,2.233
13,mlp.down_proj,0.0000141580,0.05000,4.072
14,self_attn.k_proj,0.0000074098,0.05000,4.615
14,self_attn.v_proj,0.0000077529,0.05000,4.679
14,self_attn.q_proj,0.0000286967,0.05000,4.749
14,self_attn.o_proj,0.0000061177,0.05000,1.550
14,mlp.gate_proj,0.0001299273,0.05000,2.266
14,mlp.up_proj,0.0001247252,0.05000,2.294
14,mlp.down_proj,0.0000125522,0.05000,4.003
15,self_attn.k_proj,0.0000074629,0.05000,4.647
15,self_attn.v_proj,0.0000070869,0.05000,4.706
15,self_attn.q_proj,0.0000287500,0.05000,4.728
15,self_attn.o_proj,0.0000053824,0.05000,1.569
15,mlp.up_proj,0.0001194172,0.05000,2.237
15,mlp.gate_proj,0.0001202382,0.05000,2.265
15,mlp.down_proj,0.0000124121,0.05000,4.006
16,self_attn.v_proj,0.0000138066,0.05000,4.700
16,self_attn.q_proj,0.0000491788,0.05000,4.754
16,self_attn.k_proj,0.0000121632,0.05000,4.776
16,self_attn.o_proj,0.0000056487,0.05000,1.528
16,mlp.gate_proj,0.0001317158,0.05000,2.152
16,mlp.up_proj,0.0001234581,0.05000,2.181
16,mlp.down_proj,0.0000731754,0.05000,3.985
17,self_attn.v_proj,0.0000102906,0.05000,4.538
17,self_attn.k_proj,0.0000092378,0.05000,4.595
17,self_attn.q_proj,0.0000415329,0.05000,4.611
17,self_attn.o_proj,0.0000056563,0.05000,1.586
17,mlp.gate_proj,0.0001159002,0.05000,2.097
17,mlp.up_proj,0.0001103001,0.05000,2.119
17,mlp.down_proj,0.0000116598,0.05000,3.941
18,self_attn.v_proj,0.0000126035,0.05000,4.529
18,self_attn.k_proj,0.0000112181,0.05000,4.624
18,self_attn.q_proj,0.0000459624,0.05000,4.645
18,self_attn.o_proj,0.0000067008,0.05000,1.517
18,mlp.up_proj,0.0001220867,0.05000,2.127
18,mlp.gate_proj,0.0001259595,0.05000,2.151
18,mlp.down_proj,0.0000148286,0.05000,3.990
19,self_attn.v_proj,0.0000220715,0.05000,4.552
19,self_attn.q_proj,0.0000918620,0.05000,4.646
19,self_attn.k_proj,0.0000215181,0.05000,4.661
19,self_attn.o_proj,0.0000093699,0.05000,1.525
19,mlp.up_proj,0.0001385218,0.05000,2.151
19,mlp.gate_proj,0.0001418180,0.05000,2.187
19,mlp.down_proj,0.0000200673,0.05000,4.031
20,self_attn.v_proj,0.0000205235,0.05000,4.611
20,self_attn.k_proj,0.0000189061,0.05000,4.666
20,self_attn.q_proj,0.0000867353,0.05000,4.707
20,self_attn.o_proj,0.0000099226,0.05000,1.529
20,mlp.gate_proj,0.0001534587,0.05000,2.104
20,mlp.up_proj,0.0001536075,0.05000,2.127
20,mlp.down_proj,0.0000229419,0.05000,4.057
21,self_attn.q_proj,0.0001135650,0.05000,4.631
21,self_attn.v_proj,0.0000283243,0.05000,4.673
21,self_attn.k_proj,0.0000256526,0.05000,4.704
21,self_attn.o_proj,0.0000121988,0.05000,1.516
21,mlp.gate_proj,0.0001884211,0.05000,2.185
21,mlp.up_proj,0.0001869941,0.05000,2.210
21,mlp.down_proj,0.0000308657,0.05000,4.063
22,self_attn.v_proj,0.0000583108,0.05000,4.585
22,self_attn.k_proj,0.0000517917,0.05000,4.706
22,self_attn.q_proj,0.0002313806,0.05000,4.729
22,self_attn.o_proj,0.0000236768,0.05000,1.536
22,mlp.gate_proj,0.0002260857,0.05000,2.162
22,mlp.up_proj,0.0002135566,0.05000,2.166
22,mlp.down_proj,0.0000494211,0.05000,4.036
23,self_attn.q_proj,0.0002298174,0.05000,4.589
23,self_attn.v_proj,0.0000604328,0.05000,4.642
23,self_attn.k_proj,0.0000521171,0.05000,4.669
23,self_attn.o_proj,0.0000286128,0.05000,1.542
23,mlp.up_proj,0.0002542144,0.05000,2.091
23,mlp.gate_proj,0.0002834950,0.05000,2.117
23,mlp.down_proj,0.0000714043,0.05000,3.947
24,self_attn.q_proj,0.0003790222,0.05000,4.545
24,self_attn.k_proj,0.0000869552,0.05000,4.611
24,self_attn.v_proj,0.0001125668,0.05000,4.636
24,self_attn.o_proj,0.0000321837,0.05000,1.519
24,mlp.gate_proj,0.0003256180,0.05000,2.167
24,mlp.up_proj,0.0002876031,0.05000,2.184
24,mlp.down_proj,0.0000910746,0.05000,4.001
25,self_attn.v_proj,0.0000745178,0.05000,4.557
25,self_attn.k_proj,0.0000651236,0.05000,4.615
25,self_attn.q_proj,0.0002660532,0.05000,4.618
25,self_attn.o_proj,0.0000205836,0.05000,1.570
25,mlp.gate_proj,0.0003814693,0.05000,2.173
25,mlp.up_proj,0.0003324611,0.05000,2.198
25,mlp.down_proj,0.0001092646,0.05000,3.999
26,self_attn.q_proj,0.0004336856,0.05000,4.503
26,self_attn.k_proj,0.0001006330,0.05000,4.610
26,self_attn.v_proj,0.0001189561,0.05000,4.639
26,self_attn.o_proj,0.0000175224,0.05000,1.559
26,mlp.gate_proj,0.0004622448,0.05000,2.077
26,mlp.up_proj,0.0004160738,0.05000,2.105
26,mlp.down_proj,0.0001339366,0.05000,4.006
27,self_attn.q_proj,0.0005402514,0.05000,4.494
27,self_attn.v_proj,0.0001606098,0.05000,4.572
27,self_attn.k_proj,0.0001219699,0.05000,4.587
27,self_attn.o_proj,0.0000265767,0.05000,1.516
27,mlp.up_proj,0.0004859503,0.05000,2.107
27,mlp.gate_proj,0.0005210892,0.05000,2.127
27,mlp.down_proj,0.0001976302,0.05000,3.981
28,self_attn.v_proj,0.0001727967,0.05000,4.584
28,self_attn.q_proj,0.0006006611,0.05000,4.654
28,self_attn.k_proj,0.0001497753,0.05000,4.672
28,self_attn.o_proj,0.0000468070,0.05000,1.525
28,mlp.gate_proj,0.0005994609,0.05000,2.076
28,mlp.up_proj,0.0005836146,0.05000,2.096
28,mlp.down_proj,0.0003001203,0.05000,4.036
29,self_attn.q_proj,0.0014331605,0.05000,4.599
29,self_attn.v_proj,0.0004406140,0.05000,4.658
29,self_attn.k_proj,0.0003258389,0.05000,4.691
29,self_attn.o_proj,0.0000410523,0.05000,1.552
29,mlp.up_proj,0.0007288250,0.05000,2.198
29,mlp.gate_proj,0.0007126805,0.05000,2.224
29,mlp.down_proj,0.0003305236,0.05000,4.009
30,self_attn.k_proj,0.0004136996,0.05000,4.614
30,self_attn.v_proj,0.0005229475,0.05000,4.680
30,self_attn.q_proj,0.0016422393,0.05000,4.692
30,self_attn.o_proj,0.0000856037,0.05000,1.541
30,mlp.up_proj,0.0007942698,0.05000,2.189
30,mlp.gate_proj,0.0007508333,0.05000,2.222
30,mlp.down_proj,0.0004645914,0.05000,4.039
31,self_attn.k_proj,0.0005456899,0.05000,4.581
31,self_attn.q_proj,0.0020693638,0.05000,4.670
31,self_attn.v_proj,0.0007509262,0.05000,4.698
31,self_attn.o_proj,0.0000844962,0.05000,1.550
31,mlp.gate_proj,0.0007564633,0.05000,2.158
31,mlp.up_proj,0.0008417759,0.05000,2.180
31,mlp.down_proj,0.0005862378,0.05000,4.025
32,self_attn.k_proj,0.0007358906,0.05000,4.489
32,self_attn.v_proj,0.0011125570,0.05000,4.616
32,self_attn.q_proj,0.0030247277,0.05000,4.656
32,self_attn.o_proj,0.0001102863,0.05000,1.526
32,mlp.gate_proj,0.0007851195,0.05000,2.050
32,mlp.up_proj,0.0008939442,0.05000,2.082
32,mlp.down_proj,0.0007211865,0.05000,4.016
33,self_attn.k_proj,0.0012740580,0.05000,4.581
33,self_attn.q_proj,0.0062236731,0.05000,4.623
33,self_attn.v_proj,0.0023895111,0.05000,4.652
33,self_attn.o_proj,0.0001302601,0.05000,1.533
33,mlp.gate_proj,0.0008421095,0.05000,2.077
33,mlp.up_proj,0.0009716948,0.05000,2.091
33,mlp.down_proj,0.0009164421,0.05000,4.036
34,self_attn.k_proj,0.0010975073,0.05000,4.594
34,self_attn.v_proj,0.0018084718,0.05000,4.686
34,self_attn.q_proj,0.0049361077,0.05000,4.708
34,self_attn.o_proj,0.0002369204,0.05000,1.572
34,mlp.up_proj,0.0010833157,0.05000,2.200
34,mlp.gate_proj,0.0010048764,0.05000,2.219
34,mlp.down_proj,0.0010852498,0.05000,4.017
35,self_attn.k_proj,0.0006271339,0.05000,4.627
35,self_attn.q_proj,0.0024465988,0.05000,4.708
35,self_attn.v_proj,0.0008356234,0.05000,4.728
35,self_attn.o_proj,0.0003305586,0.05000,1.565
35,mlp.gate_proj,0.0016273851,0.05000,2.216
35,mlp.up_proj,0.0016999776,0.05000,2.243
35,mlp.down_proj,0.0020161150,0.05000,4.022