quant_log.csv

layer,module,loss,samples,damp,time
0,self_attn.k_proj,0.0000059439,0.05000,1.523
0,self_attn.v_proj,0.0000039075,0.05000,1.012
0,self_attn.q_proj,0.0000238143,0.05000,1.021
0,self_attn.o_proj,0.0000220391,0.05000,1.315
0,mlp.up_proj,0.0000110815,0.05000,1.442
0,mlp.gate_proj,0.0000113717,0.05000,1.044
0,mlp.down_proj,0.0000151834,0.05000,3.415
1,self_attn.k_proj,0.0000059126,0.05000,1.041
1,self_attn.v_proj,0.0000043126,0.05000,1.004
1,self_attn.q_proj,0.0000232026,0.05000,1.020
1,self_attn.o_proj,0.0000089596,0.05000,1.041
1,mlp.up_proj,0.0000111797,0.05000,1.065
1,mlp.gate_proj,0.0000114342,0.05000,1.035
1,mlp.down_proj,0.0000064124,0.05000,2.654
2,self_attn.k_proj,0.0000052098,0.05000,1.045
2,self_attn.v_proj,0.0000036584,0.05000,1.010
2,self_attn.q_proj,0.0000192775,0.05000,1.018
2,self_attn.o_proj,0.0000115804,0.05000,1.037
2,mlp.up_proj,0.0000130055,0.05000,1.068
2,mlp.gate_proj,0.0000134072,0.05000,1.041
2,mlp.down_proj,0.0000102456,0.05000,2.650
3,self_attn.k_proj,0.0000079650,0.05000,1.039
3,self_attn.v_proj,0.0000062979,0.05000,1.005
3,self_attn.q_proj,0.0000344130,0.05000,1.018
3,self_attn.o_proj,0.0000148093,0.05000,1.042
3,mlp.up_proj,0.0000074303,0.05000,1.066
3,mlp.gate_proj,0.0000075460,0.05000,1.039
3,mlp.down_proj,0.0000036906,0.05000,2.652
4,self_attn.k_proj,0.0000072926,0.05000,1.035
4,self_attn.v_proj,0.0000054965,0.05000,1.004
4,self_attn.q_proj,0.0000324719,0.05000,1.015
4,self_attn.o_proj,0.0000135363,0.05000,1.042
4,mlp.up_proj,0.0000077935,0.05000,1.064
4,mlp.gate_proj,0.0000079466,0.05000,1.039
4,mlp.down_proj,0.0000032122,0.05000,2.651
5,self_attn.k_proj,0.0000092984,0.05000,1.038
5,self_attn.v_proj,0.0000075066,0.05000,1.011
5,self_attn.q_proj,0.0000400782,0.05000,1.019
5,self_attn.o_proj,0.0000137737,0.05000,1.039
5,mlp.up_proj,0.0000084687,0.05000,1.066
5,mlp.gate_proj,0.0000086387,0.05000,1.037
5,mlp.down_proj,0.0000029938,0.05000,2.648
6,self_attn.k_proj,0.0000097146,0.05000,1.043
6,self_attn.v_proj,0.0000078300,0.05000,1.001
6,self_attn.q_proj,0.0000425935,0.05000,1.016
6,self_attn.o_proj,0.0000130678,0.05000,1.040
6,mlp.up_proj,0.0000066432,0.05000,1.066
6,mlp.gate_proj,0.0000067693,0.05000,1.037
6,mlp.down_proj,0.0000019580,0.05000,2.641
7,self_attn.k_proj,0.0000110695,0.05000,1.034
7,self_attn.v_proj,0.0000098961,0.05000,1.006
7,self_attn.q_proj,0.0000535851,0.05000,1.012
7,self_attn.o_proj,0.0000108217,0.05000,1.037
7,mlp.up_proj,0.0000063509,0.05000,1.063
7,mlp.gate_proj,0.0000064191,0.05000,1.035
7,mlp.down_proj,0.0000018483,0.05000,2.653
8,self_attn.k_proj,0.0000095001,0.05000,1.041
8,self_attn.v_proj,0.0000075776,0.05000,1.002
8,self_attn.q_proj,0.0000411649,0.05000,1.013
8,self_attn.o_proj,0.0000126457,0.05000,1.040
8,mlp.up_proj,0.0000065683,0.05000,1.063
8,mlp.gate_proj,0.0000067366,0.05000,1.034
8,mlp.down_proj,0.0000015336,0.05000,2.636
9,self_attn.k_proj,0.0000075909,0.05000,1.044
9,self_attn.v_proj,0.0000057550,0.05000,1.013
9,self_attn.q_proj,0.0000344832,0.05000,1.025
9,self_attn.o_proj,0.0000085166,0.05000,1.038
9,mlp.up_proj,0.0000043794,0.05000,1.061
9,mlp.gate_proj,0.0000045057,0.05000,1.035
9,mlp.down_proj,0.0000009460,0.05000,2.641
10,self_attn.k_proj,0.0000111547,0.05000,1.033
10,self_attn.v_proj,0.0000092689,0.05000,1.000
10,self_attn.q_proj,0.0000519109,0.05000,1.011
10,self_attn.o_proj,0.0000135746,0.05000,1.032
10,mlp.up_proj,0.0000039040,0.05000,1.061
10,mlp.gate_proj,0.0000039544,0.05000,1.033
10,mlp.down_proj,0.0000007761,0.05000,2.628
11,self_attn.k_proj,0.0000108629,0.05000,1.035
11,self_attn.v_proj,0.0000084592,0.05000,1.006
11,self_attn.q_proj,0.0000500227,0.05000,1.008
11,self_attn.o_proj,0.0000132639,0.05000,1.035
11,mlp.up_proj,0.0000032214,0.05000,1.060
11,mlp.gate_proj,0.0000033015,0.05000,1.030
11,mlp.down_proj,0.0000004664,0.05000,2.627
12,self_attn.k_proj,0.0000125110,0.05000,1.037
12,self_attn.v_proj,0.0000097656,0.05000,0.995
12,self_attn.q_proj,0.0000552543,0.05000,1.007
12,self_attn.o_proj,0.0000134279,0.05000,1.036
12,mlp.up_proj,0.0000031708,0.05000,1.058
12,mlp.gate_proj,0.0000032374,0.05000,1.032
12,mlp.down_proj,0.0000003898,0.05000,2.639
13,self_attn.k_proj,0.0000102793,0.05000,1.040
13,self_attn.v_proj,0.0000081455,0.05000,1.008
13,self_attn.q_proj,0.0000480064,0.05000,1.011
13,self_attn.o_proj,0.0000093675,0.05000,1.033
13,mlp.up_proj,0.0000021026,0.05000,1.063
13,mlp.gate_proj,0.0000021487,0.05000,1.033
13,mlp.down_proj,0.0000001983,0.05000,2.641
14,self_attn.k_proj,0.0000103936,0.05000,1.041
14,self_attn.v_proj,0.0000081330,0.05000,1.002
14,self_attn.q_proj,0.0000488184,0.05000,1.011
14,self_attn.o_proj,0.0000089386,0.05000,1.037
14,mlp.up_proj,0.0000025068,0.05000,1.062
14,mlp.gate_proj,0.0000025513,0.05000,1.036
14,mlp.down_proj,0.0000002944,0.05000,2.642
15,self_attn.k_proj,0.0000134852,0.05000,1.045
15,self_attn.v_proj,0.0000107378,0.05000,1.014
15,self_attn.q_proj,0.0000620740,0.05000,1.016
15,self_attn.o_proj,0.0000136202,0.05000,1.043
15,mlp.up_proj,0.0000032474,0.05000,1.064
15,mlp.gate_proj,0.0000033245,0.05000,1.040
15,mlp.down_proj,0.0000004164,0.05000,2.635
16,self_attn.k_proj,0.0000150497,0.05000,1.043
16,self_attn.v_proj,0.0000123104,0.05000,1.008
16,self_attn.q_proj,0.0000706003,0.05000,1.011
16,self_attn.o_proj,0.0000116576,0.05000,1.038
16,mlp.up_proj,0.0000042218,0.05000,1.061
16,mlp.gate_proj,0.0000043296,0.05000,1.033
16,mlp.down_proj,0.0000004880,0.05000,2.634
17,self_attn.k_proj,0.0000164214,0.05000,1.038
17,self_attn.v_proj,0.0000140974,0.05000,1.007
17,self_attn.q_proj,0.0000774397,0.05000,1.009
17,self_attn.o_proj,0.0000219263,0.05000,1.039
17,mlp.up_proj,0.0000038117,0.05000,1.065
17,mlp.gate_proj,0.0000039213,0.05000,1.041
17,mlp.down_proj,0.0000004193,0.05000,2.653
18,self_attn.k_proj,0.0000172823,0.05000,1.033
18,self_attn.v_proj,0.0000144956,0.05000,0.998
18,self_attn.q_proj,0.0000809578,0.05000,1.004
18,self_attn.o_proj,0.0000178630,0.05000,1.035
18,mlp.up_proj,0.0000034930,0.05000,1.061
18,mlp.gate_proj,0.0000035984,0.05000,1.031
18,mlp.down_proj,0.0000003581,0.05000,2.634
19,self_attn.k_proj,0.0000138637,0.05000,1.038
19,self_attn.v_proj,0.0000106994,0.05000,1.005
19,self_attn.q_proj,0.0000632666,0.05000,1.005
19,self_attn.o_proj,0.0000055669,0.05000,1.032
19,mlp.up_proj,0.0000037013,0.05000,1.070
19,mlp.gate_proj,0.0000038086,0.05000,1.035
19,mlp.down_proj,0.0000003597,0.05000,2.646
20,self_attn.k_proj,0.0000187151,0.05000,1.037
20,self_attn.v_proj,0.0000151013,0.05000,1.000
20,self_attn.q_proj,0.0000877593,0.05000,1.008
20,self_attn.o_proj,0.0000173331,0.05000,1.031
20,mlp.up_proj,0.0000035404,0.05000,1.058
20,mlp.gate_proj,0.0000036535,0.05000,1.030
20,mlp.down_proj,0.0000003419,0.05000,2.647
21,self_attn.k_proj,0.0000161697,0.05000,1.037
21,self_attn.v_proj,0.0000122697,0.05000,1.005
21,self_attn.q_proj,0.0000721811,0.05000,1.011
21,self_attn.o_proj,0.0000143799,0.05000,1.041
21,mlp.up_proj,0.0000040757,0.05000,1.062
21,mlp.gate_proj,0.0000042371,0.05000,1.039
21,mlp.down_proj,0.0000004525,0.05000,2.664
22,self_attn.k_proj,0.0000169354,0.05000,1.033
22,self_attn.v_proj,0.0000132405,0.05000,1.002
22,self_attn.q_proj,0.0000890276,0.05000,1.006
22,self_attn.o_proj,0.0000041558,0.05000,1.037
22,mlp.up_proj,0.0000036900,0.05000,1.056
22,mlp.gate_proj,0.0000038310,0.05000,1.025
22,mlp.down_proj,0.0000004213,0.05000,2.630
23,self_attn.k_proj,0.0000182787,0.05000,1.039
23,self_attn.v_proj,0.0000157284,0.05000,1.006
23,self_attn.q_proj,0.0000960312,0.05000,1.006
23,self_attn.o_proj,0.0000131840,0.05000,1.034
23,mlp.up_proj,0.0000030392,0.05000,1.069
23,mlp.gate_proj,0.0000031354,0.05000,1.040
23,mlp.down_proj,0.0000002823,0.05000,2.631
24,self_attn.k_proj,0.0000211280,0.05000,1.030
24,self_attn.v_proj,0.0000192252,0.05000,1.001
24,self_attn.q_proj,0.0001013641,0.05000,1.004
24,self_attn.o_proj,0.0000243574,0.05000,1.039
24,mlp.up_proj,0.0000033583,0.05000,1.065
24,mlp.gate_proj,0.0000034760,0.05000,1.034
24,mlp.down_proj,0.0000003517,0.05000,2.634
25,self_attn.k_proj,0.0000196986,0.05000,1.048
25,self_attn.v_proj,0.0000153495,0.05000,1.019
25,self_attn.q_proj,0.0000933140,0.05000,1.016
25,self_attn.o_proj,0.0000164252,0.05000,1.037
25,mlp.up_proj,0.0000034673,0.05000,1.066
25,mlp.gate_proj,0.0000035728,0.05000,1.042
25,mlp.down_proj,0.0000003741,0.05000,2.647
26,self_attn.k_proj,0.0000196134,0.05000,1.039
26,self_attn.v_proj,0.0000150768,0.05000,1.004
26,self_attn.q_proj,0.0000988552,0.05000,1.005
26,self_attn.o_proj,0.0000089032,0.05000,1.038
26,mlp.up_proj,0.0000036113,0.05000,1.064
26,mlp.gate_proj,0.0000037079,0.05000,1.033
26,mlp.down_proj,0.0000003865,0.05000,2.638
27,self_attn.k_proj,0.0000185194,0.05000,1.038
27,self_attn.v_proj,0.0000147775,0.05000,1.005
27,self_attn.q_proj,0.0000884268,0.05000,1.006
27,self_attn.o_proj,0.0000162331,0.05000,1.038
27,mlp.up_proj,0.0000031586,0.05000,1.061
27,mlp.gate_proj,0.0000032463,0.05000,1.036
27,mlp.down_proj,0.0000003164,0.05000,2.633
28,self_attn.k_proj,0.0000182955,0.05000,1.043
28,self_attn.v_proj,0.0000151388,0.05000,1.002
28,self_attn.q_proj,0.0000885868,0.05000,1.005
28,self_attn.o_proj,0.0000136137,0.05000,1.032
28,mlp.up_proj,0.0000028749,0.05000,1.064
28,mlp.gate_proj,0.0000029219,0.05000,1.033
28,mlp.down_proj,0.0000003112,0.05000,2.635
29,self_attn.k_proj,0.0000185079,0.05000,1.043
29,self_attn.v_proj,0.0000122247,0.05000,1.010
29,self_attn.q_proj,0.0000848096,0.05000,1.009
29,self_attn.o_proj,0.0000079501,0.05000,1.033
29,mlp.up_proj,0.0000034258,0.05000,1.060
29,mlp.gate_proj,0.0000034560,0.05000,1.033
29,mlp.down_proj,0.0000004112,0.05000,2.624
30,self_attn.k_proj,0.0000200373,0.05000,1.034
30,self_attn.v_proj,0.0000163101,0.05000,1.004
30,self_attn.q_proj,0.0001012875,0.05000,1.004
30,self_attn.o_proj,0.0000071170,0.05000,1.033
30,mlp.up_proj,0.0000035733,0.05000,1.057
30,mlp.gate_proj,0.0000035858,0.05000,1.030
30,mlp.down_proj,0.0000004136,0.05000,2.630
31,self_attn.k_proj,0.0000211797,0.05000,1.036
31,self_attn.v_proj,0.0000139414,0.05000,1.005
31,self_attn.q_proj,0.0000860812,0.05000,1.006
31,self_attn.o_proj,0.0000048044,0.05000,1.033
31,mlp.up_proj,0.0000037375,0.05000,1.060
31,mlp.gate_proj,0.0000037139,0.05000,1.033
31,mlp.down_proj,0.0000004492,0.05000,2.622
32,self_attn.k_proj,0.0000207835,0.05000,1.035
32,self_attn.v_proj,0.0000152161,0.05000,1.001
32,self_attn.q_proj,0.0000913564,0.05000,1.007
32,self_attn.o_proj,0.0000079106,0.05000,1.034
32,mlp.up_proj,0.0000024507,0.05000,1.059
32,mlp.gate_proj,0.0000024351,0.05000,1.033
32,mlp.down_proj,0.0000001740,0.05000,2.624
33,self_attn.k_proj,0.0000182657,0.05000,1.039
33,self_attn.v_proj,0.0000128059,0.05000,1.006
33,self_attn.q_proj,0.0000866449,0.05000,1.007
33,self_attn.o_proj,0.0000072791,0.05000,1.032
33,mlp.up_proj,0.0000031301,0.05000,1.068
33,mlp.gate_proj,0.0000031329,0.05000,1.031
33,mlp.down_proj,0.0000004381,0.05000,2.626
34,self_attn.k_proj,0.0000166431,0.05000,1.037
34,self_attn.v_proj,0.0000133107,0.05000,1.001
34,self_attn.q_proj,0.0000836072,0.05000,1.005
34,self_attn.o_proj,0.0000067067,0.05000,1.039
34,mlp.up_proj,0.0000042955,0.05000,1.059
34,mlp.gate_proj,0.0000043195,0.05000,1.031
34,mlp.down_proj,0.0000005294,0.05000,2.631
35,self_attn.k_proj,0.0000127095,0.05000,1.038
35,self_attn.v_proj,0.0000130456,0.05000,1.007
35,self_attn.q_proj,0.0000706689,0.05000,1.006
35,self_attn.o_proj,0.0000047317,0.05000,1.031
35,mlp.up_proj,0.0000050128,0.05000,1.061
35,mlp.gate_proj,0.0000050194,0.05000,1.029
35,mlp.down_proj,0.0000007617,0.05000,2.616
36,self_attn.k_proj,0.0000122905,0.05000,1.035
36,self_attn.v_proj,0.0000143251,0.05000,1.002
36,self_attn.q_proj,0.0000760232,0.05000,1.004
36,self_attn.o_proj,0.0000038522,0.05000,1.032
36,mlp.up_proj,0.0000282895,0.05000,1.061
36,mlp.gate_proj,0.0000269556,0.05000,1.028
36,mlp.down_proj,0.0000333966,0.05000,2.631
37,self_attn.k_proj,0.0000136531,0.05000,1.034
37,self_attn.v_proj,0.0000129941,0.05000,1.002
37,self_attn.q_proj,0.0000815826,0.05000,1.001
37,self_attn.o_proj,0.0000139014,0.05000,1.027
37,mlp.up_proj,0.0000297700,0.05000,1.056
37,mlp.gate_proj,0.0000275959,0.05000,1.030
37,mlp.down_proj,0.0000330723,0.05000,2.627