quant_log.csv

layer,module,loss,samples,damp,time
0,self_attn.k_proj,0.0000472167,0.10000,1.635
0,self_attn.v_proj,0.0000078736,0.10000,0.761
0,self_attn.q_proj,0.0002322893,0.10000,0.775
0,self_attn.o_proj,0.0000110702,0.10000,0.771
0,mlp.up_proj,0.0004552265,0.10000,0.827
0,mlp.gate_proj,0.0008605841,0.10000,0.821
0,mlp.down_proj,0.0000372180,0.10000,5.562
1,self_attn.k_proj,0.0000501259,0.10000,0.757
1,self_attn.v_proj,0.0000165444,0.10000,0.743
1,self_attn.q_proj,0.0001916083,0.10000,0.751
1,self_attn.o_proj,0.0000040245,0.10000,0.765
1,mlp.up_proj,0.0092325296,0.10000,0.840
1,mlp.gate_proj,0.0138325553,0.10000,0.819
1,mlp.down_proj,0.0000251277,0.10000,5.547
2,self_attn.k_proj,0.0001338489,0.10000,0.768
2,self_attn.v_proj,0.0000271386,0.10000,0.753
2,self_attn.q_proj,0.0005077048,0.10000,0.756
2,self_attn.o_proj,0.0000081085,0.10000,0.756
2,mlp.up_proj,0.0088262850,0.10000,0.830
2,mlp.gate_proj,0.0135353442,0.10000,0.822
2,mlp.down_proj,0.0000469443,0.10000,5.641
3,self_attn.k_proj,0.0001345897,0.10000,0.772
3,self_attn.v_proj,0.0000399959,0.10000,0.760
3,self_attn.q_proj,0.0005372458,0.10000,0.763
3,self_attn.o_proj,0.0000187831,0.10000,0.762
3,mlp.up_proj,0.0167387179,0.10000,0.836
3,mlp.gate_proj,0.0207291428,0.10000,0.825
3,mlp.down_proj,0.0006986494,0.10000,5.543
4,self_attn.k_proj,0.0002373652,0.10000,0.760
4,self_attn.v_proj,0.0001024738,0.10000,0.747
4,self_attn.q_proj,0.0010985888,0.10000,0.749
4,self_attn.o_proj,0.0000181369,0.10000,0.761
4,mlp.up_proj,0.0122986446,0.10000,0.838
4,mlp.gate_proj,0.0167416077,0.10000,0.831
4,mlp.down_proj,0.0001518217,0.10000,5.565
5,self_attn.k_proj,0.0002180186,0.10000,0.763
5,self_attn.v_proj,0.0001001975,0.10000,0.768
5,self_attn.q_proj,0.0010695679,0.10000,0.756
5,self_attn.o_proj,0.0000169917,0.10000,0.769
5,mlp.up_proj,0.0181349126,0.10000,0.842
5,mlp.gate_proj,0.0210626856,0.10000,0.832
5,mlp.down_proj,0.0000545735,0.10000,5.585
6,self_attn.k_proj,0.0001318691,0.10000,0.759
6,self_attn.v_proj,0.0000696637,0.10000,0.750
6,self_attn.q_proj,0.0006738798,0.10000,0.748
6,self_attn.o_proj,0.0000257538,0.10000,0.761
6,mlp.up_proj,0.0029716475,0.10000,0.837
6,mlp.gate_proj,0.0042372570,0.10000,0.827
6,mlp.down_proj,0.0001331812,0.10000,5.695
7,self_attn.k_proj,0.0001290255,0.10000,0.759
7,self_attn.v_proj,0.0001260896,0.10000,0.745
7,self_attn.q_proj,0.0007587422,0.10000,0.747
7,self_attn.o_proj,0.0000583953,0.10000,0.754
7,mlp.up_proj,0.0023285143,0.10000,0.835
7,mlp.gate_proj,0.0025514315,0.10000,0.818
7,mlp.down_proj,0.0002113085,0.10000,5.588
8,self_attn.k_proj,0.0002543362,0.10000,0.760
8,self_attn.v_proj,0.0001154977,0.10000,0.749
8,self_attn.q_proj,0.0011885152,0.10000,0.752
8,self_attn.o_proj,0.0000742859,0.10000,0.761
8,mlp.up_proj,0.0026835205,0.10000,0.836
8,mlp.gate_proj,0.0027838197,0.10000,0.836
8,mlp.down_proj,0.0002283458,0.10000,5.535
9,self_attn.k_proj,0.0001838648,0.10000,0.759
9,self_attn.v_proj,0.0001650378,0.10000,0.744
9,self_attn.q_proj,0.0010429632,0.10000,0.751
9,self_attn.o_proj,0.0001184023,0.10000,0.758
9,mlp.up_proj,0.0057535404,0.10000,0.832
9,mlp.gate_proj,0.0091259328,0.10000,0.825
9,mlp.down_proj,0.0003028532,0.10000,5.987
10,self_attn.k_proj,0.0001916147,0.10000,0.773
10,self_attn.v_proj,0.0001171599,0.10000,0.743
10,self_attn.q_proj,0.0010033896,0.10000,0.750
10,self_attn.o_proj,0.0000735668,0.10000,0.770
10,mlp.up_proj,0.0029951623,0.10000,0.831
10,mlp.gate_proj,0.0032918856,0.10000,0.816
10,mlp.down_proj,0.0002347663,0.10000,5.543
11,self_attn.k_proj,0.0002426945,0.10000,0.754
11,self_attn.v_proj,0.0001072995,0.10000,0.844
11,self_attn.q_proj,0.0011513309,0.10000,0.899
11,self_attn.o_proj,0.0000928968,0.10000,0.912
11,mlp.up_proj,0.0028736497,0.10000,1.027
11,mlp.gate_proj,0.0029332547,0.10000,0.832
11,mlp.down_proj,0.0002235528,0.10000,5.550
12,self_attn.k_proj,0.0002664533,0.10000,0.766
12,self_attn.v_proj,0.0001384261,0.10000,0.748
12,self_attn.q_proj,0.0012836385,0.10000,0.755
12,self_attn.o_proj,0.0001158217,0.10000,0.800
12,mlp.up_proj,0.0030152578,0.10000,0.856
12,mlp.gate_proj,0.0029214713,0.10000,0.852
12,mlp.down_proj,0.0002485149,0.10000,5.819
13,self_attn.k_proj,0.0002370596,0.10000,0.751
13,self_attn.v_proj,0.0001593123,0.10000,0.751
13,self_attn.q_proj,0.0013060732,0.10000,0.753
13,self_attn.o_proj,0.0001333592,0.10000,0.761
13,mlp.up_proj,0.0030158192,0.10000,0.844
13,mlp.gate_proj,0.0031320744,0.10000,0.832
13,mlp.down_proj,0.0002281524,0.10000,5.580
14,self_attn.k_proj,0.0003049479,0.10000,0.756
14,self_attn.v_proj,0.0001570591,0.10000,0.736
14,self_attn.q_proj,0.0016287128,0.10000,0.747
14,self_attn.o_proj,0.0001430852,0.10000,0.768
14,mlp.up_proj,0.0032785469,0.10000,0.844
14,mlp.gate_proj,0.0031912735,0.10000,0.828
14,mlp.down_proj,0.0002534288,0.10000,5.665
15,self_attn.k_proj,0.0002922762,0.10000,0.747
15,self_attn.v_proj,0.0001391043,0.10000,0.745
15,self_attn.q_proj,0.0013987548,0.10000,0.754
15,self_attn.o_proj,0.0001067492,0.10000,0.759
15,mlp.up_proj,0.0032067114,0.10000,0.831
15,mlp.gate_proj,0.0030483367,0.10000,0.821
15,mlp.down_proj,0.0002609062,0.10000,5.764
16,self_attn.k_proj,0.0002632407,0.10000,0.754
16,self_attn.v_proj,0.0001856220,0.10000,0.744
16,self_attn.q_proj,0.0014148347,0.10000,0.748
16,self_attn.o_proj,0.0001408646,0.10000,0.762
16,mlp.up_proj,0.0033665611,0.10000,0.843
16,mlp.gate_proj,0.0032078180,0.10000,0.823
16,mlp.down_proj,0.0002613587,0.10000,5.541
17,self_attn.k_proj,0.0002712536,0.10000,0.752
17,self_attn.v_proj,0.0002099971,0.10000,0.748
17,self_attn.q_proj,0.0016259497,0.10000,0.749
17,self_attn.o_proj,0.0001131741,0.10000,0.758
17,mlp.up_proj,0.0039933213,0.10000,0.833
17,mlp.gate_proj,0.0037328810,0.10000,0.824
17,mlp.down_proj,0.0003456270,0.10000,5.574
18,self_attn.k_proj,0.0002159712,0.10000,0.754
18,self_attn.v_proj,0.0002325307,0.10000,0.743
18,self_attn.q_proj,0.0013481819,0.10000,0.761
18,self_attn.o_proj,0.0001833125,0.10000,0.759
18,mlp.up_proj,0.0043035444,0.10000,0.836
18,mlp.gate_proj,0.0040026095,0.10000,0.828
18,mlp.down_proj,0.0004392644,0.10000,5.576
19,self_attn.k_proj,0.0002050852,0.10000,0.763
19,self_attn.v_proj,0.0002661283,0.10000,0.746
19,self_attn.q_proj,0.0014559043,0.10000,0.756
19,self_attn.o_proj,0.0002159337,0.10000,0.758
19,mlp.up_proj,0.0047093964,0.10000,0.832
19,mlp.gate_proj,0.0046096435,0.10000,0.822
19,mlp.down_proj,0.0005018536,0.10000,5.554
20,self_attn.k_proj,0.0002232794,0.10000,0.761
20,self_attn.v_proj,0.0003003416,0.10000,0.750
20,self_attn.q_proj,0.0014417838,0.10000,0.748
20,self_attn.o_proj,0.0001322579,0.10000,0.758
20,mlp.up_proj,0.0060516974,0.10000,0.834
20,mlp.gate_proj,0.0059635491,0.10000,0.820
20,mlp.down_proj,0.0009318391,0.10000,5.566
21,self_attn.k_proj,0.0002299286,0.10000,0.755
21,self_attn.v_proj,0.0004667530,0.10000,0.763
21,self_attn.q_proj,0.0017117155,0.10000,0.756
21,self_attn.o_proj,0.0003423200,0.10000,0.765
21,mlp.up_proj,0.0080906422,0.10000,0.843
21,mlp.gate_proj,0.0084336273,0.10000,0.825
21,mlp.down_proj,0.0014748711,0.10000,5.943
22,self_attn.k_proj,0.0003220915,0.10000,1.087
22,self_attn.v_proj,0.0008169382,0.10000,0.802
22,self_attn.q_proj,0.0025697731,0.10000,0.770
22,self_attn.o_proj,0.0002277115,0.10000,0.778
22,mlp.up_proj,0.0119962620,0.10000,0.844
22,mlp.gate_proj,0.0124196528,0.10000,0.831
22,mlp.down_proj,0.0026358763,0.10000,5.724
23,self_attn.k_proj,0.0004014596,0.10000,0.764
23,self_attn.v_proj,0.0011422982,0.10000,0.754
23,self_attn.q_proj,0.0030751132,0.10000,0.769
23,self_attn.o_proj,0.0006334905,0.10000,0.921
23,mlp.up_proj,0.0183306920,0.10000,0.976
23,mlp.gate_proj,0.0189817467,0.10000,0.960
23,mlp.down_proj,0.0041346475,0.10000,5.643
24,self_attn.k_proj,0.0003703904,0.10000,0.762
24,self_attn.v_proj,0.0011029526,0.10000,0.750
24,self_attn.q_proj,0.0028345045,0.10000,0.770
24,self_attn.o_proj,0.0005504099,0.10000,0.909
24,mlp.up_proj,0.0217335806,0.10000,0.969
24,mlp.gate_proj,0.0206995038,0.10000,0.960
24,mlp.down_proj,0.0059107753,0.10000,5.554
25,self_attn.k_proj,0.0004121669,0.10000,0.757
25,self_attn.v_proj,0.0018403888,0.10000,0.748
25,self_attn.q_proj,0.0034511876,0.10000,0.761
25,self_attn.o_proj,0.0008662717,0.10000,0.764
25,mlp.up_proj,0.0319784486,0.10000,0.838
25,mlp.gate_proj,0.0287693461,0.10000,0.826
25,mlp.down_proj,0.0109144369,0.10000,5.618
26,self_attn.k_proj,0.0005639863,0.10000,0.755
26,self_attn.v_proj,0.0034550298,0.10000,0.754
26,self_attn.q_proj,0.0046535053,0.10000,0.780
26,self_attn.o_proj,0.0017360485,0.10000,0.763
26,mlp.up_proj,0.0365648842,0.10000,0.832
26,mlp.gate_proj,0.0322582898,0.10000,0.820
26,mlp.down_proj,0.0291283776,0.10000,5.539
27,self_attn.k_proj,0.0007934201,0.10000,0.758
27,self_attn.v_proj,0.0045992423,0.10000,0.746
27,self_attn.q_proj,0.0079554333,0.10000,0.945
27,self_attn.o_proj,0.0039928038,0.10000,0.907
27,mlp.up_proj,0.0661130137,0.10000,0.876
27,mlp.gate_proj,0.0631849785,0.10000,0.850
27,mlp.down_proj,0.0570357308,0.10000,5.818