Models/25/quant_log.csv

layer,module,loss,samples,damp,time
0,self_attn.q_proj,0.0000004658,0.05000,5.010
0,self_attn.v_proj,0.0000001105,0.05000,5.075
0,self_attn.k_proj,0.0000001265,0.05000,5.110
0,self_attn.o_proj,0.0000002945,0.05000,1.782
0,mlp.gate_proj,0.0000289746,0.05000,2.652
0,mlp.up_proj,0.0000252975,0.05000,2.701
0,mlp.down_proj,0.0000037377,0.05000,4.487
1,self_attn.v_proj,0.0000002128,0.05000,5.102
1,self_attn.k_proj,0.0000002043,0.05000,5.172
1,self_attn.q_proj,0.0000007588,0.05000,5.212
1,self_attn.o_proj,0.0000003918,0.05000,1.697
1,mlp.up_proj,0.0004287361,0.05000,2.695
1,mlp.gate_proj,0.0009483043,0.05000,2.728
1,mlp.down_proj,0.0000043074,0.05000,4.332
2,self_attn.q_proj,0.0000021343,0.05000,5.001
2,self_attn.v_proj,0.0000005962,0.05000,5.076
2,self_attn.k_proj,0.0000006101,0.05000,5.116
2,self_attn.o_proj,0.0000005367,0.05000,1.751
2,mlp.gate_proj,0.0015602610,0.05000,2.559
2,mlp.up_proj,0.0012285131,0.05000,2.596
2,mlp.down_proj,0.0000029970,0.05000,4.283
3,self_attn.q_proj,0.0000041543,0.05000,5.029
3,self_attn.v_proj,0.0000011004,0.05000,5.103
3,self_attn.k_proj,0.0000010634,0.05000,5.118
3,self_attn.o_proj,0.0000007820,0.05000,1.644
3,mlp.up_proj,0.0008446519,0.05000,2.626
3,mlp.gate_proj,0.0016393722,0.05000,2.648
3,mlp.down_proj,0.0000086119,0.05000,4.336
4,self_attn.k_proj,0.0000021310,0.05000,5.020
4,self_attn.q_proj,0.0000078954,0.05000,5.044
4,self_attn.v_proj,0.0000021595,0.05000,5.111
4,self_attn.o_proj,0.0000012900,0.05000,1.737
4,mlp.up_proj,0.0005500840,0.05000,2.736
4,mlp.gate_proj,0.0013762149,0.05000,2.738
4,mlp.down_proj,0.0000128145,0.05000,4.359
5,self_attn.q_proj,0.0000086130,0.05000,4.662
5,self_attn.v_proj,0.0000023674,0.05000,4.759
5,self_attn.k_proj,0.0000021791,0.05000,4.780
5,self_attn.o_proj,0.0000023793,0.05000,1.532
5,mlp.up_proj,0.0002447622,0.05000,2.342
5,mlp.gate_proj,0.0005030251,0.05000,2.389
5,mlp.down_proj,0.0000185442,0.05000,3.948
6,self_attn.k_proj,0.0000044010,0.05000,4.673
6,self_attn.v_proj,0.0000050325,0.05000,4.750
6,self_attn.q_proj,0.0000186530,0.05000,4.770
6,self_attn.o_proj,0.0000058681,0.05000,1.525
6,mlp.gate_proj,0.0005370448,0.05000,2.268
6,mlp.up_proj,0.0003059179,0.05000,2.269
6,mlp.down_proj,0.0009229853,0.05000,4.023
7,self_attn.q_proj,0.0000376636,0.05000,4.710
7,self_attn.k_proj,0.0000101153,0.05000,4.744
7,self_attn.v_proj,0.0000104857,0.05000,4.764
7,self_attn.o_proj,0.0000067601,0.05000,1.529
7,mlp.up_proj,0.0003681960,0.05000,2.167
7,mlp.gate_proj,0.0006117455,0.05000,2.191
7,mlp.down_proj,0.0000305151,0.05000,3.961
8,self_attn.k_proj,0.0000149234,0.05000,4.718
8,self_attn.v_proj,0.0000164171,0.05000,4.838
8,self_attn.q_proj,0.0000576840,0.05000,4.853
8,self_attn.o_proj,0.0000096945,0.05000,1.528
8,mlp.gate_proj,0.0004354699,0.05000,2.192
8,mlp.up_proj,0.0003553537,0.05000,2.220
8,mlp.down_proj,0.0000482470,0.05000,3.933
9,self_attn.q_proj,0.0000708480,0.05000,4.591
9,self_attn.v_proj,0.0000198840,0.05000,4.660
9,self_attn.k_proj,0.0000197770,0.05000,4.679
9,self_attn.o_proj,0.0000112224,0.05000,1.536
9,mlp.up_proj,0.0004471922,0.05000,2.262
9,mlp.gate_proj,0.0007011541,0.05000,2.280
9,mlp.down_proj,0.0000475860,0.05000,4.021
10,self_attn.v_proj,0.0000316658,0.05000,4.767
10,self_attn.k_proj,0.0000271843,0.05000,4.818
10,self_attn.q_proj,0.0001055211,0.05000,4.854
10,self_attn.o_proj,0.0000176322,0.05000,1.520
10,mlp.up_proj,0.0003787521,0.05000,2.269
10,mlp.gate_proj,0.0005428473,0.05000,2.288
10,mlp.down_proj,0.0000400349,0.05000,4.012
11,self_attn.v_proj,0.0000144231,0.05000,4.735
11,self_attn.k_proj,0.0000135963,0.05000,4.801
11,self_attn.q_proj,0.0000505602,0.05000,4.845
11,self_attn.o_proj,0.0000114296,0.05000,1.576
11,mlp.up_proj,0.0003493419,0.05000,2.223
11,mlp.gate_proj,0.0004413690,0.05000,2.253
11,mlp.down_proj,0.0000366131,0.05000,4.017
12,self_attn.k_proj,0.0000153139,0.05000,4.535
12,self_attn.v_proj,0.0000167666,0.05000,4.586
12,self_attn.q_proj,0.0000584962,0.05000,4.616
12,self_attn.o_proj,0.0000125013,0.05000,1.622
12,mlp.gate_proj,0.0003892739,0.05000,2.209
12,mlp.up_proj,0.0003392469,0.05000,2.254
12,mlp.down_proj,0.0000370598,0.05000,4.058
13,self_attn.k_proj,0.0000116586,0.05000,4.696
13,self_attn.q_proj,0.0000443353,0.05000,4.778
13,self_attn.v_proj,0.0000114623,0.05000,4.786
13,self_attn.o_proj,0.0000097119,0.05000,1.567
13,mlp.gate_proj,0.0003625256,0.05000,2.177
13,mlp.up_proj,0.0003459045,0.05000,2.200
13,mlp.down_proj,0.0000401894,0.05000,3.992
14,self_attn.k_proj,0.0000190907,0.05000,4.754
14,self_attn.v_proj,0.0000204954,0.05000,4.793
14,self_attn.q_proj,0.0000746915,0.05000,4.818
14,self_attn.o_proj,0.0000171502,0.05000,1.543
14,mlp.up_proj,0.0003421074,0.05000,2.281
14,mlp.gate_proj,0.0003563725,0.05000,2.298
14,mlp.down_proj,0.0000358082,0.05000,4.040
15,self_attn.v_proj,0.0000185207,0.05000,4.646
15,self_attn.k_proj,0.0000190547,0.05000,4.731
15,self_attn.q_proj,0.0000740901,0.05000,4.774
15,self_attn.o_proj,0.0000141826,0.05000,1.478
15,mlp.gate_proj,0.0003278327,0.05000,2.248
15,mlp.up_proj,0.0003265059,0.05000,2.267
15,mlp.down_proj,0.0000344754,0.05000,4.042
16,self_attn.k_proj,0.0000315280,0.05000,4.783
16,self_attn.v_proj,0.0000365092,0.05000,4.807
16,self_attn.q_proj,0.0001286270,0.05000,4.856
16,self_attn.o_proj,0.0000152998,0.05000,1.529
16,mlp.up_proj,0.0003464136,0.05000,2.168
16,mlp.gate_proj,0.0003686556,0.05000,2.192
16,mlp.down_proj,0.0003761285,0.05000,4.012
17,self_attn.v_proj,0.0000274548,0.05000,4.671
17,self_attn.q_proj,0.0001093356,0.05000,4.719
17,self_attn.k_proj,0.0000240166,0.05000,4.734
17,self_attn.o_proj,0.0000160825,0.05000,1.532
17,mlp.up_proj,0.0003082692,0.05000,2.155
17,mlp.gate_proj,0.0003231052,0.05000,2.188
17,mlp.down_proj,0.0000337791,0.05000,4.057
18,self_attn.v_proj,0.0000330313,0.05000,4.643
18,self_attn.q_proj,0.0001190752,0.05000,4.730
18,self_attn.k_proj,0.0000287658,0.05000,4.754
18,self_attn.o_proj,0.0000195600,0.05000,1.516
18,mlp.up_proj,0.0003365247,0.05000,2.106
18,mlp.gate_proj,0.0003462859,0.05000,2.140
18,mlp.down_proj,0.0000416005,0.05000,3.978
19,self_attn.q_proj,0.0002362754,0.05000,4.728
19,self_attn.v_proj,0.0000574272,0.05000,4.794
19,self_attn.k_proj,0.0000544455,0.05000,4.836
19,self_attn.o_proj,0.0000249074,0.05000,1.527
19,mlp.up_proj,0.0003698838,0.05000,2.291
19,mlp.gate_proj,0.0003773468,0.05000,2.316
19,mlp.down_proj,0.0000530812,0.05000,3.979
20,self_attn.q_proj,0.0002188809,0.05000,4.637
20,self_attn.k_proj,0.0000471045,0.05000,4.642
20,self_attn.v_proj,0.0000521005,0.05000,4.717
20,self_attn.o_proj,0.0000248449,0.05000,1.551
20,mlp.up_proj,0.0004029941,0.05000,2.137
20,mlp.gate_proj,0.0004013012,0.05000,2.158
20,mlp.down_proj,0.0000585520,0.05000,4.006
21,self_attn.v_proj,0.0000706983,0.05000,4.767
21,self_attn.k_proj,0.0000634547,0.05000,4.821
21,self_attn.q_proj,0.0002828724,0.05000,4.833
21,self_attn.o_proj,0.0000280543,0.05000,1.523
21,mlp.up_proj,0.0004820233,0.05000,2.173
21,mlp.gate_proj,0.0004849778,0.05000,2.193
21,mlp.down_proj,0.0000768389,0.05000,3.981
22,self_attn.v_proj,0.0001434762,0.05000,4.732
22,self_attn.k_proj,0.0001253538,0.05000,4.819
22,self_attn.q_proj,0.0005631076,0.05000,4.846
22,self_attn.o_proj,0.0000553381,0.05000,1.557
22,mlp.up_proj,0.0005509696,0.05000,2.289
22,mlp.gate_proj,0.0005793622,0.05000,2.321
22,mlp.down_proj,0.0001229682,0.05000,4.013
23,self_attn.k_proj,0.0001267572,0.05000,4.744
23,self_attn.q_proj,0.0005634705,0.05000,4.804
23,self_attn.v_proj,0.0001490576,0.05000,4.816
23,self_attn.o_proj,0.0000699550,0.05000,1.576
23,mlp.up_proj,0.0006518718,0.05000,2.161
23,mlp.gate_proj,0.0007231190,0.05000,2.181
23,mlp.down_proj,0.0001715308,0.05000,4.017
24,self_attn.k_proj,0.0002084854,0.05000,4.662
24,self_attn.q_proj,0.0009156117,0.05000,4.669
24,self_attn.v_proj,0.0002740377,0.05000,4.713
24,self_attn.o_proj,0.0000720820,0.05000,1.559
24,mlp.up_proj,0.0007225850,0.05000,2.197
24,mlp.gate_proj,0.0008156972,0.05000,2.225
24,mlp.down_proj,0.0002084210,0.05000,3.929
25,self_attn.k_proj,0.0001581930,0.05000,4.615
25,self_attn.v_proj,0.0001814060,0.05000,4.679
25,self_attn.q_proj,0.0006456851,0.05000,4.706
25,self_attn.o_proj,0.0000473329,0.05000,1.560
25,mlp.up_proj,0.0008242684,0.05000,2.142
25,mlp.gate_proj,0.0009428286,0.05000,2.172
25,mlp.down_proj,0.0002486016,0.05000,3.990
26,self_attn.k_proj,0.0002404927,0.05000,4.621
26,self_attn.v_proj,0.0002888501,0.05000,4.642
26,self_attn.q_proj,0.0010402773,0.05000,4.699
26,self_attn.o_proj,0.0000435772,0.05000,1.576
26,mlp.gate_proj,0.0011219122,0.05000,2.293
26,mlp.up_proj,0.0010119856,0.05000,2.308
26,mlp.down_proj,0.0002938876,0.05000,3.967
27,self_attn.q_proj,0.0012800641,0.05000,4.697
27,self_attn.v_proj,0.0003850639,0.05000,4.761
27,self_attn.k_proj,0.0002874724,0.05000,4.777
27,self_attn.o_proj,0.0000617831,0.05000,1.501
27,mlp.gate_proj,0.0012472775,0.05000,2.290
27,mlp.up_proj,0.0011642600,0.05000,2.332
27,mlp.down_proj,0.0004163454,0.05000,3.981
28,self_attn.k_proj,0.0003459948,0.05000,4.645
28,self_attn.q_proj,0.0013993718,0.05000,4.743
28,self_attn.v_proj,0.0004060790,0.05000,4.769
28,self_attn.o_proj,0.0000979789,0.05000,1.566
28,mlp.up_proj,0.0013726200,0.05000,2.287
28,mlp.gate_proj,0.0014115914,0.05000,2.297
28,mlp.down_proj,0.0006263638,0.05000,4.001
29,self_attn.k_proj,0.0007600260,0.05000,4.717
29,self_attn.v_proj,0.0010328331,0.05000,4.782
29,self_attn.q_proj,0.0033356990,0.05000,4.817
29,self_attn.o_proj,0.0000782954,0.05000,1.573
29,mlp.up_proj,0.0016839991,0.05000,2.209
29,mlp.gate_proj,0.0016476954,0.05000,2.240
29,mlp.down_proj,0.0006718912,0.05000,4.071
30,self_attn.k_proj,0.0009500644,0.05000,4.648
30,self_attn.q_proj,0.0037828581,0.05000,4.691
30,self_attn.v_proj,0.0012155685,0.05000,4.745
30,self_attn.o_proj,0.0001820555,0.05000,1.580
30,mlp.gate_proj,0.0017180550,0.05000,2.131
30,mlp.up_proj,0.0018161121,0.05000,2.136
30,mlp.down_proj,0.0009175093,0.05000,4.057
31,self_attn.q_proj,0.0047508813,0.05000,4.746
31,self_attn.k_proj,0.0012552110,0.05000,4.801
31,self_attn.v_proj,0.0017514399,0.05000,4.843
31,self_attn.o_proj,0.0001683568,0.05000,1.558
31,mlp.gate_proj,0.0016933631,0.05000,2.218
31,mlp.up_proj,0.0018819273,0.05000,2.249
31,mlp.down_proj,0.0011198272,0.05000,4.011
32,self_attn.q_proj,0.0068592699,0.05000,4.781
32,self_attn.v_proj,0.0025475807,0.05000,4.837
32,self_attn.k_proj,0.0016688757,0.05000,4.866
32,self_attn.o_proj,0.0001884213,0.05000,1.525
32,mlp.up_proj,0.0019701249,0.05000,2.197
32,mlp.gate_proj,0.0017300433,0.05000,2.227
32,mlp.down_proj,0.0013363534,0.05000,4.113
33,self_attn.q_proj,0.0142963547,0.05000,4.643
33,self_attn.k_proj,0.0029161619,0.05000,4.714
33,self_attn.v_proj,0.0055924580,0.05000,4.730
33,self_attn.o_proj,0.0002554161,0.05000,1.524
33,mlp.up_proj,0.0021203640,0.05000,2.182
33,mlp.gate_proj,0.0018360139,0.05000,2.221
33,mlp.down_proj,0.0017152019,0.05000,4.001
34,self_attn.q_proj,0.0111581404,0.05000,4.838
34,self_attn.v_proj,0.0041854484,0.05000,4.842
34,self_attn.k_proj,0.0024777448,0.05000,4.885
34,self_attn.o_proj,0.0005260598,0.05000,1.526
34,mlp.gate_proj,0.0021799901,0.05000,2.246
34,mlp.up_proj,0.0023547660,0.05000,2.265
34,mlp.down_proj,0.0020657629,0.05000,4.042
35,self_attn.q_proj,0.0052947048,0.05000,4.801
35,self_attn.k_proj,0.0013647166,0.05000,4.871
35,self_attn.v_proj,0.0018166249,0.05000,4.910
35,self_attn.o_proj,0.0007476909,0.05000,1.543
35,mlp.up_proj,0.0045160744,0.05000,2.199
35,mlp.gate_proj,0.0039883456,0.05000,2.221
35,mlp.down_proj,0.0036397912,0.05000,4.071