quant_log.csv

layer,module,loss,samples,damp,time
0,self_attn.k_proj,1.1475261450,0.01000,2.468
0,self_attn.v_proj,0.0107328082,0.01000,1.111
0,self_attn.q_proj,1.6792541742,0.01000,1.125
0,self_attn.o_proj,0.0007965644,0.01000,1.147
0,mlp.gate_proj,0.8748422861,0.01000,1.140
0,mlp.up_proj,0.7267805338,0.01000,1.149
0,mlp.down_proj,0.0032293317,0.01000,4.942
1,self_attn.k_proj,0.7058779001,0.01000,1.090
1,self_attn.v_proj,0.0272232741,0.01000,1.098
1,self_attn.q_proj,1.2407879829,0.01000,1.137
1,self_attn.o_proj,0.0022073006,0.01000,1.112
1,mlp.gate_proj,1.6644470692,0.01000,1.144
1,mlp.up_proj,1.4123177528,0.01000,1.154
1,mlp.down_proj,0.4668061137,0.01000,4.930
2,self_attn.k_proj,3.9154675007,0.01000,1.146
2,self_attn.v_proj,0.1671302617,0.01000,1.160
2,self_attn.q_proj,5.8791418076,0.01000,1.169
2,self_attn.o_proj,0.0026952710,0.01000,1.174
2,mlp.gate_proj,3.0024461746,0.01000,1.149
2,mlp.up_proj,2.4086780548,0.01000,1.161
2,mlp.down_proj,0.0158377104,0.01000,4.979
3,self_attn.k_proj,3.3933033943,0.01000,1.103
3,self_attn.v_proj,0.3081016541,0.01000,1.092
3,self_attn.q_proj,5.9866695404,0.01000,1.135
3,self_attn.o_proj,0.0066352515,0.01000,1.167
3,mlp.gate_proj,4.7357149124,0.01000,1.203
3,mlp.up_proj,3.3190371990,0.01000,1.182
3,mlp.down_proj,0.0302925445,0.01000,5.019
4,self_attn.k_proj,3.1403093338,0.01000,1.084
4,self_attn.v_proj,0.2942028642,0.01000,1.087
4,self_attn.q_proj,5.4390058517,0.01000,1.107
4,self_attn.o_proj,0.0120283859,0.01000,1.101
4,mlp.gate_proj,6.6809277534,0.01000,1.139
4,mlp.up_proj,4.1057472229,0.01000,1.138
4,mlp.down_proj,0.0517220125,0.01000,4.826
5,self_attn.k_proj,5.0449981689,0.01000,1.074
5,self_attn.v_proj,0.2839890718,0.01000,1.079
5,self_attn.q_proj,7.8570251465,0.01000,1.141
5,self_attn.o_proj,0.0153575996,0.01000,1.122
5,mlp.gate_proj,8.0337257385,0.01000,1.129
5,mlp.up_proj,5.0011324883,0.01000,1.122
5,mlp.down_proj,0.0737693906,0.01000,4.802
6,self_attn.k_proj,4.0896453857,0.01000,1.072
6,self_attn.v_proj,0.3205337226,0.01000,1.074
6,self_attn.q_proj,7.2172508240,0.01000,1.101
6,self_attn.o_proj,0.0274211578,0.01000,1.095
6,mlp.gate_proj,8.8662490845,0.01000,1.119
6,mlp.up_proj,5.4516530037,0.01000,1.134
6,mlp.down_proj,0.0911406577,0.01000,4.811
7,self_attn.k_proj,4.0856785774,0.01000,1.086
7,self_attn.v_proj,0.3383469582,0.01000,1.125
7,self_attn.q_proj,6.7441992760,0.01000,1.125
7,self_attn.o_proj,0.0383612439,0.01000,1.103
7,mlp.gate_proj,8.9464616776,0.01000,1.137
7,mlp.up_proj,5.8620467186,0.01000,1.152
7,mlp.down_proj,0.1056507826,0.01000,4.914
8,self_attn.k_proj,5.2506866455,0.01000,1.072
8,self_attn.v_proj,0.4422910810,0.01000,1.090
8,self_attn.q_proj,8.4763450623,0.01000,1.106
8,self_attn.o_proj,0.0497262478,0.01000,1.209
8,mlp.gate_proj,9.5526027679,0.01000,1.122
8,mlp.up_proj,6.1954283714,0.01000,1.103
8,mlp.down_proj,0.1141102761,0.01000,4.991
9,self_attn.k_proj,5.0246934891,0.01000,1.072
9,self_attn.v_proj,0.6303853989,0.01000,1.085
9,self_attn.q_proj,8.4155311584,0.01000,1.117
9,self_attn.o_proj,0.0606980324,0.01000,1.097
9,mlp.gate_proj,9.9771251678,0.01000,1.133
9,mlp.up_proj,6.4280290604,0.01000,1.135
9,mlp.down_proj,0.1241965592,0.01000,4.805
10,self_attn.k_proj,6.0160880089,0.01000,1.081
10,self_attn.v_proj,0.4758896232,0.01000,1.087
10,self_attn.q_proj,9.7882556915,0.01000,1.111
10,self_attn.o_proj,0.0556933545,0.01000,1.106
10,mlp.gate_proj,9.6824035645,0.01000,1.116
10,mlp.up_proj,6.7106361389,0.01000,1.123
10,mlp.down_proj,0.1305213124,0.01000,4.822
11,self_attn.k_proj,5.4834017754,0.01000,1.072
11,self_attn.v_proj,0.5022003651,0.01000,1.084
11,self_attn.q_proj,8.5779695511,0.01000,1.099
11,self_attn.o_proj,0.0583102107,0.01000,1.102
11,mlp.gate_proj,9.8283424377,0.01000,1.146
11,mlp.up_proj,7.0486173630,0.01000,1.216
11,mlp.down_proj,0.1389759183,0.01000,4.970
12,self_attn.k_proj,4.3386583328,0.01000,1.085
12,self_attn.v_proj,0.6001272798,0.01000,1.087
12,self_attn.q_proj,7.5542769432,0.01000,1.127
12,self_attn.o_proj,0.0756879896,0.01000,1.112
12,mlp.gate_proj,9.5294275284,0.01000,1.138
12,mlp.up_proj,7.2102746964,0.01000,1.134
12,mlp.down_proj,0.1575263739,0.01000,4.883
13,self_attn.k_proj,6.3363122940,0.01000,1.083
13,self_attn.v_proj,0.6461595893,0.01000,1.085
13,self_attn.q_proj,9.6406240463,0.01000,1.136
13,self_attn.o_proj,0.0848969668,0.01000,1.107
13,mlp.gate_proj,9.9299240112,0.01000,1.128
13,mlp.up_proj,7.5109939575,0.01000,1.130
13,mlp.down_proj,0.1766805649,0.01000,4.849
14,self_attn.k_proj,6.6320075989,0.01000,1.111
14,self_attn.v_proj,0.6643830538,0.01000,1.088
14,self_attn.q_proj,9.5511035919,0.01000,1.105
14,self_attn.o_proj,0.0965307355,0.01000,1.113
14,mlp.gate_proj,11.6048107147,0.01000,1.137
14,mlp.up_proj,8.2849397659,0.01000,1.121
14,mlp.down_proj,0.2228597105,0.01000,4.831
15,self_attn.k_proj,6.2356123924,0.01000,1.065
15,self_attn.v_proj,0.8308242559,0.01000,1.111
15,self_attn.q_proj,11.5919666290,0.01000,1.135
15,self_attn.o_proj,0.1115171313,0.01000,1.115
15,mlp.gate_proj,12.9646749496,0.01000,1.138
15,mlp.up_proj,8.7790040970,0.01000,1.147
15,mlp.down_proj,0.2702335119,0.01000,4.878
16,self_attn.k_proj,6.4466848373,0.01000,1.082
16,self_attn.v_proj,0.7520785332,0.01000,1.088
16,self_attn.q_proj,10.5518913269,0.01000,1.116
16,self_attn.o_proj,0.0855024755,0.01000,1.118
16,mlp.gate_proj,14.8053245544,0.01000,1.132
16,mlp.up_proj,9.4714431763,0.01000,1.136
16,mlp.down_proj,0.2961856127,0.01000,4.867
17,self_attn.k_proj,7.0454621315,0.01000,1.086
17,self_attn.v_proj,0.8348115683,0.01000,1.095
17,self_attn.q_proj,11.2236194611,0.01000,1.116
17,self_attn.o_proj,0.0778950602,0.01000,1.105
17,mlp.gate_proj,15.9026432037,0.01000,1.166
17,mlp.up_proj,9.9591217041,0.01000,1.141
17,mlp.down_proj,0.3455633223,0.01000,4.874
18,self_attn.k_proj,7.7922224998,0.01000,1.091
18,self_attn.v_proj,0.8560650349,0.01000,1.095
18,self_attn.q_proj,11.4546375275,0.01000,1.127
18,self_attn.o_proj,0.0532253161,0.01000,1.105
18,mlp.gate_proj,17.1779804230,0.01000,1.132
18,mlp.up_proj,10.6506500244,0.01000,1.142
18,mlp.down_proj,0.3454488516,0.01000,4.812
19,self_attn.k_proj,7.1313219070,0.01000,1.086
19,self_attn.v_proj,0.9581958055,0.01000,1.082
19,self_attn.q_proj,11.9034891129,0.01000,1.109
19,self_attn.o_proj,0.0492735319,0.01000,1.086
19,mlp.gate_proj,18.4003639221,0.01000,1.125
19,mlp.up_proj,11.2164115906,0.01000,1.123
19,mlp.down_proj,0.3670601249,0.01000,4.813
20,self_attn.k_proj,7.7340869904,0.01000,1.067
20,self_attn.v_proj,1.0284407139,0.01000,1.070
20,self_attn.q_proj,12.2217864990,0.01000,1.101
20,self_attn.o_proj,0.0547249839,0.01000,1.089
20,mlp.gate_proj,19.7666130066,0.01000,1.113
20,mlp.up_proj,12.1536312103,0.01000,1.124
20,mlp.down_proj,0.4030991197,0.01000,4.900
21,self_attn.k_proj,7.6493363380,0.01000,1.082
21,self_attn.v_proj,1.1354986429,0.01000,1.087
21,self_attn.q_proj,11.7636947632,0.01000,1.115
21,self_attn.o_proj,0.0786665529,0.01000,1.124
21,mlp.gate_proj,21.1686744690,0.01000,1.133
21,mlp.up_proj,12.9163112640,0.01000,1.138
21,mlp.down_proj,0.4641517401,0.01000,4.814
22,self_attn.k_proj,8.0380859375,0.01000,1.064
22,self_attn.v_proj,1.3097620010,0.01000,1.061
22,self_attn.q_proj,11.8790740967,0.01000,1.091
22,self_attn.o_proj,0.0659603477,0.01000,1.091
22,mlp.gate_proj,22.1032676697,0.01000,1.115
22,mlp.up_proj,13.5992584229,0.01000,1.114
22,mlp.down_proj,0.4817797542,0.01000,4.806
23,self_attn.k_proj,7.8610706329,0.01000,1.086
23,self_attn.v_proj,1.4520299435,0.01000,1.101
23,self_attn.q_proj,12.4829196930,0.01000,1.116
23,self_attn.o_proj,0.0676236451,0.01000,1.106
23,mlp.gate_proj,23.1737003326,0.01000,1.137
23,mlp.up_proj,14.3504924774,0.01000,1.134
23,mlp.down_proj,0.5118615627,0.01000,5.056
24,self_attn.k_proj,7.7259273529,0.01000,1.087
24,self_attn.v_proj,1.8023245335,0.01000,1.102
24,self_attn.q_proj,12.4955329895,0.01000,1.151
24,self_attn.o_proj,0.0688903779,0.01000,1.107
24,mlp.gate_proj,24.7712249756,0.01000,1.123
24,mlp.up_proj,15.3326759338,0.01000,1.128
24,mlp.down_proj,0.5504493713,0.01000,4.816
25,self_attn.k_proj,7.3518638611,0.01000,1.146
25,self_attn.v_proj,1.8994591236,0.01000,1.079
25,self_attn.q_proj,12.5168266296,0.01000,1.112
25,self_attn.o_proj,0.0802244395,0.01000,1.096
25,mlp.gate_proj,26.4093017578,0.01000,1.132
25,mlp.up_proj,16.3634262085,0.01000,1.133
25,mlp.down_proj,0.6082845926,0.01000,4.908
26,self_attn.k_proj,7.7135314941,0.01000,1.086
26,self_attn.v_proj,1.7557444572,0.01000,1.087
26,self_attn.q_proj,12.0845994949,0.01000,1.133
26,self_attn.o_proj,0.1087998450,0.01000,1.099
26,mlp.gate_proj,28.4340057373,0.01000,1.134
26,mlp.up_proj,17.5897064209,0.01000,1.136
26,mlp.down_proj,0.6887663603,0.01000,4.893
27,self_attn.k_proj,8.4675750732,0.01000,1.078
27,self_attn.v_proj,2.5324683189,0.01000,1.082
27,self_attn.q_proj,12.6983404160,0.01000,1.119
27,self_attn.o_proj,0.1327282339,0.01000,1.108
27,mlp.gate_proj,30.9341011047,0.01000,1.126
27,mlp.up_proj,19.2698402405,0.01000,1.134
27,mlp.down_proj,0.8203021288,0.01000,4.828
28,self_attn.k_proj,6.7639026642,0.01000,1.072
28,self_attn.v_proj,2.2498350143,0.01000,1.091
28,self_attn.q_proj,11.8598346710,0.01000,1.106
28,self_attn.o_proj,0.2453110516,0.01000,1.175
28,mlp.gate_proj,32.7573089600,0.01000,1.155
28,mlp.up_proj,21.3828105927,0.01000,1.332
28,mlp.down_proj,1.0597875118,0.01000,4.883
29,self_attn.k_proj,7.1089892387,0.01000,1.073
29,self_attn.v_proj,2.7313909531,0.01000,1.087
29,self_attn.q_proj,12.5505723953,0.01000,1.112
29,self_attn.o_proj,0.1926715672,0.01000,1.105
29,mlp.gate_proj,33.3567161560,0.01000,1.130
29,mlp.up_proj,22.8287887573,0.01000,1.142
29,mlp.down_proj,1.4321247339,0.01000,4.903
30,self_attn.k_proj,6.9233446121,0.01000,1.075
30,self_attn.v_proj,3.6408839226,0.01000,1.073
30,self_attn.q_proj,11.4353094101,0.01000,1.103
30,self_attn.o_proj,0.3697905540,0.01000,1.094
30,mlp.gate_proj,35.7464675903,0.01000,1.127
30,mlp.up_proj,23.8753814697,0.01000,1.131
30,mlp.down_proj,2.2603495121,0.01000,4.849
31,self_attn.k_proj,5.1827154160,0.01000,1.071
31,self_attn.v_proj,2.2259736061,0.01000,1.092
31,self_attn.q_proj,10.0211391449,0.01000,1.098
31,self_attn.o_proj,0.7152889967,0.01000,1.090
31,mlp.gate_proj,31.6050128937,0.01000,1.130
31,mlp.up_proj,21.6463909149,0.01000,1.131
31,mlp.down_proj,5.6123828888,0.01000,4.841