quant_log.csv

layer,module,loss,samples,damp,time
0,linear_attn.in_proj_qkv,0.0000002075,0.05000,1.370
0,linear_attn.in_proj_z,0.0000001358,0.05000,1.004
0,linear_attn.out_proj,0.0000000001,0.05000,1.244
0,mlp.up_proj,0.0000000012,0.05000,1.379
0,mlp.gate_proj,0.0000000013,0.05000,1.396
0,mlp.down_proj,0.0000000000,0.05000,3.793
1,linear_attn.in_proj_qkv,0.0000000111,0.05000,1.035
1,linear_attn.in_proj_z,0.0000000068,0.05000,1.032
1,linear_attn.out_proj,0.0000000000,0.05000,1.236
1,mlp.up_proj,0.0000000026,0.05000,1.413
1,mlp.gate_proj,0.0000000028,0.05000,1.457
1,mlp.down_proj,0.0000000000,0.05000,3.695
2,linear_attn.in_proj_qkv,0.0000000156,0.05000,1.028
2,linear_attn.in_proj_z,0.0000000094,0.05000,1.029
2,linear_attn.out_proj,0.0000000000,0.05000,1.230
2,mlp.up_proj,0.0000000042,0.05000,1.426
2,mlp.gate_proj,0.0000000045,0.05000,1.470
2,mlp.down_proj,0.0000000001,0.05000,3.677
3,self_attn.q_proj,0.0000001636,0.05000,1.746
3,self_attn.v_proj,0.0000000129,0.05000,1.758
3,self_attn.k_proj,0.0000000128,0.05000,1.780
3,self_attn.o_proj,0.0000000000,0.05000,1.231
3,mlp.gate_proj,0.0000000052,0.05000,1.425
3,mlp.up_proj,0.0000000050,0.05000,1.430
3,mlp.down_proj,0.0000000000,0.05000,3.709
4,linear_attn.in_proj_qkv,0.0000000191,0.05000,1.034
4,linear_attn.in_proj_z,0.0000000122,0.05000,1.032
4,linear_attn.out_proj,0.0000000001,0.05000,1.229
4,mlp.up_proj,0.0000000066,0.05000,1.453
4,mlp.gate_proj,0.0000000069,0.05000,1.485
4,mlp.down_proj,0.0000000000,0.05000,3.699
5,linear_attn.in_proj_qkv,0.0000000245,0.05000,1.044
5,linear_attn.in_proj_z,0.0000000158,0.05000,1.019
5,linear_attn.out_proj,0.0000000001,0.05000,1.222
5,mlp.gate_proj,0.0000000087,0.05000,1.436
5,mlp.up_proj,0.0000000082,0.05000,1.456
5,mlp.down_proj,0.0000000001,0.05000,3.728
6,linear_attn.in_proj_qkv,0.0000000396,0.05000,1.041
6,linear_attn.in_proj_z,0.0000000235,0.05000,1.026
6,linear_attn.out_proj,0.0000000001,0.05000,1.227
6,mlp.gate_proj,0.0000000126,0.05000,1.474
6,mlp.up_proj,0.0000000116,0.05000,1.478
6,mlp.down_proj,0.0000000001,0.05000,3.676
7,self_attn.q_proj,0.0000001413,0.05000,1.711
7,self_attn.v_proj,0.0000000113,0.05000,1.726
7,self_attn.k_proj,0.0000000121,0.05000,1.752
7,self_attn.o_proj,0.0000000001,0.05000,1.225
7,mlp.up_proj,0.0000000127,0.05000,1.418
7,mlp.gate_proj,0.0000000137,0.05000,1.421
7,mlp.down_proj,0.0000000002,0.05000,3.712
8,linear_attn.in_proj_qkv,0.0000000387,0.05000,1.035
8,linear_attn.in_proj_z,0.0000000243,0.05000,1.015
8,linear_attn.out_proj,0.0000000002,0.05000,1.225
8,mlp.up_proj,0.0000000147,0.05000,1.425
8,mlp.gate_proj,0.0000000157,0.05000,1.457
8,mlp.down_proj,0.0000000002,0.05000,3.715
9,linear_attn.in_proj_qkv,0.0000000406,0.05000,1.034
9,linear_attn.in_proj_z,0.0000000246,0.05000,1.008
9,linear_attn.out_proj,0.0000000002,0.05000,1.228
9,mlp.gate_proj,0.0000000178,0.05000,1.450
9,mlp.up_proj,0.0000000167,0.05000,1.469
9,mlp.down_proj,0.0000000003,0.05000,3.706
10,linear_attn.in_proj_qkv,0.0000000437,0.05000,1.030
10,linear_attn.in_proj_z,0.0000000256,0.05000,1.004
10,linear_attn.out_proj,0.0000000002,0.05000,1.237
10,mlp.up_proj,0.0000000178,0.05000,1.444
10,mlp.gate_proj,0.0000000189,0.05000,1.458
10,mlp.down_proj,0.0000000003,0.05000,3.636
11,self_attn.k_proj,0.0000000117,0.05000,1.733
11,self_attn.q_proj,0.0000001285,0.05000,1.733
11,self_attn.v_proj,0.0000000104,0.05000,1.742
11,self_attn.o_proj,0.0000000002,0.05000,1.227
11,mlp.gate_proj,0.0000000206,0.05000,1.423
11,mlp.up_proj,0.0000000196,0.05000,1.430
11,mlp.down_proj,0.0000000004,0.05000,3.723
12,linear_attn.in_proj_qkv,0.0000000517,0.05000,1.036
12,linear_attn.in_proj_z,0.0000000303,0.05000,1.009
12,linear_attn.out_proj,0.0000000003,0.05000,1.227
12,mlp.gate_proj,0.0000000217,0.05000,1.387
12,mlp.up_proj,0.0000000206,0.05000,1.396
12,mlp.down_proj,0.0000000004,0.05000,3.688
13,linear_attn.in_proj_qkv,0.0000000543,0.05000,1.022
13,linear_attn.in_proj_z,0.0000000303,0.05000,1.012
13,linear_attn.out_proj,0.0000000004,0.05000,1.231
13,mlp.gate_proj,0.0000000234,0.05000,1.392
13,mlp.up_proj,0.0000000223,0.05000,1.414
13,mlp.down_proj,0.0000000005,0.05000,3.705
14,linear_attn.in_proj_qkv,0.0000000611,0.05000,1.010
14,linear_attn.in_proj_z,0.0000000349,0.05000,1.027
14,linear_attn.out_proj,0.0000000005,0.05000,1.224
14,mlp.gate_proj,0.0000000249,0.05000,1.391
14,mlp.up_proj,0.0000000238,0.05000,1.413
14,mlp.down_proj,0.0000000005,0.05000,3.677
15,self_attn.v_proj,0.0000000096,0.05000,1.707
15,self_attn.q_proj,0.0000001083,0.05000,1.713
15,self_attn.k_proj,0.0000000100,0.05000,1.761
15,self_attn.o_proj,0.0000000003,0.05000,1.232
15,mlp.up_proj,0.0000000278,0.05000,1.418
15,mlp.gate_proj,0.0000000289,0.05000,1.426
15,mlp.down_proj,0.0000000007,0.05000,3.684
16,linear_attn.in_proj_qkv,0.0000000651,0.05000,1.008
16,linear_attn.in_proj_z,0.0000000368,0.05000,1.011
16,linear_attn.out_proj,0.0000000005,0.05000,1.229
16,mlp.gate_proj,0.0000000321,0.05000,1.423
16,mlp.up_proj,0.0000000307,0.05000,1.444
16,mlp.down_proj,0.0000000008,0.05000,3.675
17,linear_attn.in_proj_qkv,0.0000000748,0.05000,1.021
17,linear_attn.in_proj_z,0.0000000373,0.05000,1.012
17,linear_attn.out_proj,0.0000000007,0.05000,1.231
17,mlp.gate_proj,0.0000000371,0.05000,1.425
17,mlp.up_proj,0.0000000355,0.05000,1.433
17,mlp.down_proj,0.0000000011,0.05000,3.682
18,linear_attn.in_proj_qkv,0.0000000799,0.05000,1.029
18,linear_attn.in_proj_z,0.0000000435,0.05000,1.011
18,linear_attn.out_proj,0.0000000009,0.05000,1.237
18,mlp.up_proj,0.0000000432,0.05000,1.412
18,mlp.gate_proj,0.0000000469,0.05000,1.430
18,mlp.down_proj,0.0000000017,0.05000,3.702
19,self_attn.q_proj,0.0000001313,0.05000,1.704
19,self_attn.k_proj,0.0000000129,0.05000,1.721
19,self_attn.v_proj,0.0000000148,0.05000,1.732
19,self_attn.o_proj,0.0000000014,0.05000,1.228
19,mlp.gate_proj,0.0000000578,0.05000,1.389
19,mlp.up_proj,0.0000000545,0.05000,1.400
19,mlp.down_proj,0.0000000023,0.05000,3.726
20,linear_attn.in_proj_qkv,0.0000001444,0.05000,1.033
20,linear_attn.in_proj_z,0.0000000797,0.05000,1.030
20,linear_attn.out_proj,0.0000000014,0.05000,1.230
20,mlp.up_proj,0.0000000645,0.05000,1.407
20,mlp.gate_proj,0.0000000699,0.05000,1.447
20,mlp.down_proj,0.0000000026,0.05000,3.746
21,linear_attn.in_proj_qkv,0.0000001775,0.05000,1.028
21,linear_attn.in_proj_z,0.0000001111,0.05000,1.027
21,linear_attn.out_proj,0.0000000019,0.05000,1.229
21,mlp.gate_proj,0.0000000760,0.05000,1.414
21,mlp.up_proj,0.0000000707,0.05000,1.419
21,mlp.down_proj,0.0000000028,0.05000,3.753
22,linear_attn.in_proj_qkv,0.0000001534,0.05000,1.023
22,linear_attn.in_proj_z,0.0000000923,0.05000,1.035
22,linear_attn.out_proj,0.0000000017,0.05000,1.229
22,mlp.up_proj,0.0000000799,0.05000,1.397
22,mlp.gate_proj,0.0000000898,0.05000,1.398
22,mlp.down_proj,0.0000000033,0.05000,3.691
23,self_attn.k_proj,0.0000000186,0.05000,1.713
23,self_attn.v_proj,0.0000000191,0.05000,1.733
23,self_attn.q_proj,0.0000001725,0.05000,1.747
23,self_attn.o_proj,0.0000000017,0.05000,1.243
23,mlp.gate_proj,0.0000000931,0.05000,1.417
23,mlp.up_proj,0.0000000854,0.05000,1.428
23,mlp.down_proj,0.0000000034,0.05000,3.725
24,linear_attn.in_proj_qkv,0.0000001517,0.05000,1.022
24,linear_attn.in_proj_z,0.0000000844,0.05000,1.036
24,linear_attn.out_proj,0.0000000021,0.05000,1.229
24,mlp.gate_proj,0.0000001015,0.05000,1.445
24,mlp.up_proj,0.0000000928,0.05000,1.457
24,mlp.down_proj,0.0000000040,0.05000,3.743
25,linear_attn.in_proj_qkv,0.0000001549,0.05000,1.033
25,linear_attn.in_proj_z,0.0000000803,0.05000,1.032
25,linear_attn.out_proj,0.0000000022,0.05000,1.216
25,mlp.gate_proj,0.0000000983,0.05000,1.438
25,mlp.up_proj,0.0000000952,0.05000,1.442
25,mlp.down_proj,0.0000000041,0.05000,3.747
26,linear_attn.in_proj_qkv,0.0000001424,0.05000,1.024
26,linear_attn.in_proj_z,0.0000000707,0.05000,1.034
26,linear_attn.out_proj,0.0000000023,0.05000,1.207
26,mlp.gate_proj,0.0000000940,0.05000,1.456
26,mlp.up_proj,0.0000000966,0.05000,1.468
26,mlp.down_proj,0.0000000043,0.05000,3.704
27,self_attn.k_proj,0.0000000177,0.05000,1.741
27,self_attn.q_proj,0.0000001626,0.05000,1.761
27,self_attn.v_proj,0.0000000154,0.05000,1.770
27,self_attn.o_proj,0.0000000032,0.05000,1.254
27,mlp.gate_proj,0.0000000972,0.05000,1.431
27,mlp.up_proj,0.0000001030,0.05000,1.440
27,mlp.down_proj,0.0000000047,0.05000,3.722
28,linear_attn.in_proj_qkv,0.0000001435,0.05000,1.030
28,linear_attn.in_proj_z,0.0000000666,0.05000,1.040
28,linear_attn.out_proj,0.0000000029,0.05000,1.216
28,mlp.gate_proj,0.0000000946,0.05000,1.425
28,mlp.up_proj,0.0000001020,0.05000,1.432
28,mlp.down_proj,0.0000000050,0.05000,3.754
29,linear_attn.in_proj_qkv,0.0000001544,0.05000,1.028
29,linear_attn.in_proj_z,0.0000000705,0.05000,1.027
29,linear_attn.out_proj,0.0000000025,0.05000,1.214
29,mlp.gate_proj,0.0000000945,0.05000,1.439
29,mlp.up_proj,0.0000001026,0.05000,1.465
29,mlp.down_proj,0.0000000050,0.05000,3.763
30,linear_attn.in_proj_qkv,0.0000001554,0.05000,1.043
30,linear_attn.in_proj_z,0.0000000724,0.05000,1.068
30,linear_attn.out_proj,0.0000000033,0.05000,1.230
30,mlp.gate_proj,0.0000000917,0.05000,1.436
30,mlp.up_proj,0.0000001018,0.05000,1.448
30,mlp.down_proj,0.0000000049,0.05000,3.706
31,self_attn.v_proj,0.0000000185,0.05000,1.734
31,self_attn.q_proj,0.0000001505,0.05000,1.766
31,self_attn.k_proj,0.0000000166,0.05000,1.770
31,self_attn.o_proj,0.0000000040,0.05000,1.211
31,mlp.up_proj,0.0000001088,0.05000,1.442
31,mlp.gate_proj,0.0000000964,0.05000,1.472
31,mlp.down_proj,0.0000000053,0.05000,3.693
32,linear_attn.in_proj_qkv,0.0000001616,0.05000,1.040
32,linear_attn.in_proj_z,0.0000000702,0.05000,1.029
32,linear_attn.out_proj,0.0000000033,0.05000,1.232
32,mlp.gate_proj,0.0000001028,0.05000,1.418
32,mlp.up_proj,0.0000001162,0.05000,1.447
32,mlp.down_proj,0.0000000058,0.05000,3.762
33,linear_attn.in_proj_qkv,0.0000001914,0.05000,1.022
33,linear_attn.in_proj_z,0.0000000784,0.05000,1.034
33,linear_attn.out_proj,0.0000000039,0.05000,1.222
33,mlp.up_proj,0.0000001207,0.05000,1.393
33,mlp.gate_proj,0.0000001067,0.05000,1.399
33,mlp.down_proj,0.0000000059,0.05000,3.754
34,linear_attn.in_proj_qkv,0.0000001861,0.05000,1.026
34,linear_attn.in_proj_z,0.0000000843,0.05000,1.032
34,linear_attn.out_proj,0.0000000041,0.05000,1.230
34,mlp.gate_proj,0.0000001186,0.05000,1.425
34,mlp.up_proj,0.0000001293,0.05000,1.436
34,mlp.down_proj,0.0000000078,0.05000,3.695
35,self_attn.v_proj,0.0000000283,0.05000,1.770
35,self_attn.q_proj,0.0000001840,0.05000,1.786
35,self_attn.k_proj,0.0000000199,0.05000,1.801
35,self_attn.o_proj,0.0000000071,0.05000,1.228
35,mlp.up_proj,0.0000001330,0.05000,1.440
35,mlp.gate_proj,0.0000001239,0.05000,1.460
35,mlp.down_proj,0.0000000088,0.05000,3.733
36,linear_attn.in_proj_qkv,0.0000002602,0.05000,1.038
36,linear_attn.in_proj_z,0.0000001298,0.05000,1.035
36,linear_attn.out_proj,0.0000000037,0.05000,1.233
36,mlp.up_proj,0.0000001317,0.05000,1.429
36,mlp.gate_proj,0.0000001379,0.05000,1.470
36,mlp.down_proj,0.0000000081,0.05000,3.742
37,linear_attn.in_proj_qkv,0.0000002863,0.05000,1.028
37,linear_attn.in_proj_z,0.0000001613,0.05000,1.045
37,linear_attn.out_proj,0.0000000043,0.05000,1.226
37,mlp.up_proj,0.0000001320,0.05000,1.414
37,mlp.gate_proj,0.0000001398,0.05000,1.429
37,mlp.down_proj,0.0000000078,0.05000,3.719
38,linear_attn.in_proj_qkv,0.0000002546,0.05000,1.024
38,linear_attn.in_proj_z,0.0000001477,0.05000,1.026
38,linear_attn.out_proj,0.0000000032,0.05000,1.228
38,mlp.gate_proj,0.0000001848,0.05000,1.467
38,mlp.up_proj,0.0000001489,0.05000,1.517
38,mlp.down_proj,0.0000000082,0.05000,3.692
39,self_attn.k_proj,0.0000000249,0.05000,1.712
39,self_attn.v_proj,0.0000000300,0.05000,1.727
39,self_attn.q_proj,0.0000002229,0.05000,1.746
39,self_attn.o_proj,0.0000000049,0.05000,1.231
39,mlp.gate_proj,0.0000001662,0.05000,1.488
39,mlp.up_proj,0.0000001445,0.05000,1.489
39,mlp.down_proj,0.0000000080,0.05000,3.701
40,linear_attn.in_proj_qkv,0.0000002447,0.05000,1.026
40,linear_attn.in_proj_z,0.0000001349,0.05000,1.036
40,linear_attn.out_proj,0.0000000040,0.05000,1.232
40,mlp.up_proj,0.0000001539,0.05000,1.413
40,mlp.gate_proj,0.0000001819,0.05000,1.448
40,mlp.down_proj,0.0000000083,0.05000,3.806
41,linear_attn.in_proj_qkv,0.0000002201,0.05000,1.022
41,linear_attn.in_proj_z,0.0000001207,0.05000,1.030
41,linear_attn.out_proj,0.0000000035,0.05000,1.221
41,mlp.up_proj,0.0000001497,0.05000,1.471
41,mlp.gate_proj,0.0000001583,0.05000,1.473
41,mlp.down_proj,0.0000000083,0.05000,3.754
42,linear_attn.in_proj_qkv,0.0000002117,0.05000,1.028
42,linear_attn.in_proj_z,0.0000001109,0.05000,1.028
42,linear_attn.out_proj,0.0000000042,0.05000,1.236
42,mlp.gate_proj,0.0000001501,0.05000,1.430
42,mlp.up_proj,0.0000001533,0.05000,1.449
42,mlp.down_proj,0.0000000093,0.05000,3.761
43,self_attn.k_proj,0.0000000260,0.05000,1.730
43,self_attn.q_proj,0.0000002219,0.05000,1.731
43,self_attn.v_proj,0.0000000303,0.05000,1.771
43,self_attn.o_proj,0.0000000069,0.05000,1.220
43,mlp.up_proj,0.0000001592,0.05000,1.462
43,mlp.gate_proj,0.0000001490,0.05000,1.475
43,mlp.down_proj,0.0000000100,0.05000,3.767
44,linear_attn.in_proj_qkv,0.0000002080,0.05000,1.036
44,linear_attn.in_proj_z,0.0000001016,0.05000,1.032
44,linear_attn.out_proj,0.0000000061,0.05000,1.241
44,mlp.up_proj,0.0000001637,0.05000,1.431
44,mlp.gate_proj,0.0000001513,0.05000,1.432
44,mlp.down_proj,0.0000000115,0.05000,3.686
45,linear_attn.in_proj_qkv,0.0000002124,0.05000,1.032
45,linear_attn.in_proj_z,0.0000001036,0.05000,1.036
45,linear_attn.out_proj,0.0000000054,0.05000,1.239
45,mlp.gate_proj,0.0000001512,0.05000,1.415
45,mlp.up_proj,0.0000001650,0.05000,1.427
45,mlp.down_proj,0.0000000120,0.05000,3.729
46,linear_attn.in_proj_qkv,0.0000002224,0.05000,1.027
46,linear_attn.in_proj_z,0.0000001100,0.05000,1.042
46,linear_attn.out_proj,0.0000000082,0.05000,1.233
46,mlp.gate_proj,0.0000001491,0.05000,1.447
46,mlp.up_proj,0.0000001676,0.05000,1.473
46,mlp.down_proj,0.0000000132,0.05000,3.803
47,self_attn.q_proj,0.0000002389,0.05000,1.770
47,self_attn.k_proj,0.0000000255,0.05000,1.771
47,self_attn.v_proj,0.0000000391,0.05000,1.806
47,self_attn.o_proj,0.0000000089,0.05000,1.225
47,mlp.up_proj,0.0000001848,0.05000,1.439
47,mlp.gate_proj,0.0000001653,0.05000,1.443
47,mlp.down_proj,0.0000000162,0.05000,3.724
48,linear_attn.in_proj_qkv,0.0000002445,0.05000,1.042
48,linear_attn.in_proj_z,0.0000001161,0.05000,1.022
48,linear_attn.out_proj,0.0000000094,0.05000,1.247
48,mlp.gate_proj,0.0000001822,0.05000,1.439
48,mlp.up_proj,0.0000002028,0.05000,1.475
48,mlp.down_proj,0.0000000198,0.05000,3.687
49,linear_attn.in_proj_qkv,0.0000002972,0.05000,1.048
49,linear_attn.in_proj_z,0.0000001243,0.05000,1.020
49,linear_attn.out_proj,0.0000000127,0.05000,1.247
49,mlp.gate_proj,0.0000002012,0.05000,1.429
49,mlp.up_proj,0.0000002182,0.05000,1.436
49,mlp.down_proj,0.0000000258,0.05000,3.678
50,linear_attn.in_proj_qkv,0.0000003036,0.05000,1.038
50,linear_attn.in_proj_z,0.0000001385,0.05000,1.036
50,linear_attn.out_proj,0.0000000192,0.05000,1.246
50,mlp.gate_proj,0.0000002451,0.05000,1.427
50,mlp.up_proj,0.0000002521,0.05000,1.467
50,mlp.down_proj,0.0000000435,0.05000,3.690
51,self_attn.v_proj,0.0000000820,0.05000,1.735
51,self_attn.k_proj,0.0000000351,0.05000,1.748
51,self_attn.q_proj,0.0000003200,0.05000,1.751
51,self_attn.o_proj,0.0000000278,0.05000,1.241
51,mlp.up_proj,0.0000002922,0.05000,1.427
51,mlp.gate_proj,0.0000002748,0.05000,1.440
51,mlp.down_proj,0.0000000544,0.05000,3.721
52,linear_attn.in_proj_qkv,0.0000004735,0.05000,1.035
52,linear_attn.in_proj_z,0.0000002124,0.05000,1.033
52,linear_attn.out_proj,0.0000000231,0.05000,1.243
52,mlp.gate_proj,0.0000003281,0.05000,1.440
52,mlp.up_proj,0.0000003091,0.05000,1.457
52,mlp.down_proj,0.0000000524,0.05000,3.701
53,linear_attn.in_proj_qkv,0.0000004603,0.05000,1.067
53,linear_attn.in_proj_z,0.0000002217,0.05000,1.029
53,linear_attn.out_proj,0.0000000243,0.05000,1.285
53,mlp.gate_proj,0.0000003586,0.05000,1.436
53,mlp.up_proj,0.0000003214,0.05000,1.453
53,mlp.down_proj,0.0000000558,0.05000,3.702
54,linear_attn.in_proj_qkv,0.0000004444,0.05000,1.035
54,linear_attn.in_proj_z,0.0000002355,0.05000,1.034
54,linear_attn.out_proj,0.0000000238,0.05000,1.284
54,mlp.gate_proj,0.0000004498,0.05000,1.457
54,mlp.up_proj,0.0000003799,0.05000,1.459
54,mlp.down_proj,0.0000000769,0.05000,3.709
55,self_attn.q_proj,0.0000004171,0.05000,1.702
55,self_attn.v_proj,0.0000001058,0.05000,1.715
55,self_attn.k_proj,0.0000000506,0.05000,1.764
55,self_attn.o_proj,0.0000000284,0.05000,1.233
55,mlp.up_proj,0.0000003784,0.05000,1.428
55,mlp.gate_proj,0.0000004249,0.05000,1.451
55,mlp.down_proj,0.0000000625,0.05000,3.718
56,linear_attn.in_proj_qkv,0.0000004994,0.05000,1.030
56,linear_attn.in_proj_z,0.0000002452,0.05000,1.016
56,linear_attn.out_proj,0.0000000310,0.05000,1.245
56,mlp.gate_proj,0.0000004580,0.05000,1.428
56,mlp.up_proj,0.0000003986,0.05000,1.458
56,mlp.down_proj,0.0000000565,0.05000,3.724
57,linear_attn.in_proj_qkv,0.0000005406,0.05000,1.065
57,linear_attn.in_proj_z,0.0000002603,0.05000,1.041
57,linear_attn.out_proj,0.0000000297,0.05000,1.294
57,mlp.gate_proj,0.0000005248,0.05000,1.438
57,mlp.up_proj,0.0000004510,0.05000,1.470
57,mlp.down_proj,0.0000000598,0.05000,3.737
58,linear_attn.in_proj_qkv,0.0000005110,0.05000,1.052
58,linear_attn.in_proj_z,0.0000002702,0.05000,1.040
58,linear_attn.out_proj,0.0000000303,0.05000,1.231
58,mlp.up_proj,0.0000005175,0.05000,1.446
58,mlp.gate_proj,0.0000006045,0.05000,1.452
58,mlp.down_proj,0.0000000817,0.05000,3.716
59,self_attn.v_proj,0.0000002233,0.05000,1.734
59,self_attn.q_proj,0.0000004970,0.05000,1.753
59,self_attn.k_proj,0.0000000637,0.05000,1.772
59,self_attn.o_proj,0.0000000789,0.05000,1.238
59,mlp.gate_proj,0.0000005972,0.05000,1.396
59,mlp.up_proj,0.0000005255,0.05000,1.418
59,mlp.down_proj,0.0000000991,0.05000,3.727
60,linear_attn.in_proj_qkv,0.0000006119,0.05000,1.024
60,linear_attn.in_proj_z,0.0000002857,0.05000,1.027
60,linear_attn.out_proj,0.0000000744,0.05000,1.249
60,mlp.up_proj,0.0000005230,0.05000,1.451
60,mlp.gate_proj,0.0000005900,0.05000,1.456
60,mlp.down_proj,0.0000001247,0.05000,3.711
61,linear_attn.in_proj_qkv,0.0000004431,0.05000,1.027
61,linear_attn.in_proj_z,0.0000002485,0.05000,1.025
61,linear_attn.out_proj,0.0000000689,0.05000,1.219
61,mlp.gate_proj,0.0000006208,0.05000,1.409
61,mlp.up_proj,0.0000005521,0.05000,1.425
61,mlp.down_proj,0.0000001618,0.05000,3.708
62,linear_attn.in_proj_qkv,0.0000004958,0.05000,1.027
62,linear_attn.in_proj_z,0.0000002576,0.05000,1.038
62,linear_attn.out_proj,0.0000001895,0.05000,1.220
62,mlp.gate_proj,0.0000005716,0.05000,1.410
62,mlp.up_proj,0.0000005109,0.05000,1.443
62,mlp.down_proj,0.0000002368,0.05000,3.673
63,self_attn.q_proj,0.0000004438,0.05000,1.753
63,self_attn.k_proj,0.0000000597,0.05000,1.773
63,self_attn.v_proj,0.0000001823,0.05000,1.774
63,self_attn.o_proj,0.0000002019,0.05000,1.217
63,mlp.gate_proj,0.0000004743,0.05000,1.410
63,mlp.up_proj,0.0000004088,0.05000,1.411
63,mlp.down_proj,0.0000004359,0.05000,3.645