quant_log.csv

layer,module,loss,samples,damp,time
0,self_attn.q_proj,0.0005696238,0.05000,0.530
0,self_attn.kv_a_proj_with_mqa,0.0001671350,0.05000,0.499
0,self_attn.kv_b_proj,0.0000002640,0.05000,0.060
0,self_attn.o_proj,0.0000000788,0.05000,0.202
0,mlp.up_proj,0.0000936833,0.05000,0.380
0,mlp.gate_proj,0.0003187890,0.05000,0.392
0,mlp.down_proj,0.0000001787,0.05000,0.957
1,self_attn.q_proj,0.0036521127,0.05000,0.395
1,self_attn.kv_a_proj_with_mqa,0.0002932920,0.05000,0.398
1,self_attn.kv_b_proj,0.0000091452,0.05000,0.059
1,self_attn.o_proj,0.0000003773,0.05000,0.229
1,mlp.experts.0.gate_proj,0.0002843573,0.05000,2.586
1,mlp.experts.1.gate_proj,0.0001999708,0.05000,2.593
1,mlp.experts.2.gate_proj,0.0002260415,0.05000,2.641
1,mlp.experts.3.gate_proj,0.0002000551,0.05000,2.671
1,mlp.experts.4.gate_proj,0.0001937355,0.05000,2.355
1,mlp.experts.6.gate_proj,0.0001642516,0.05000,2.346
1,mlp.experts.7.gate_proj,0.0002077980,0.05000,2.346
1,mlp.experts.5.gate_proj,0.0001568625,0.05000,2.434
1,mlp.experts.8.gate_proj,0.0002015791,0.05000,1.582
1,mlp.experts.10.gate_proj,0.0001074220,0.05000,1.544
1,mlp.experts.11.gate_proj,0.0002195338,0.05000,1.539
1,mlp.experts.9.gate_proj,0.0001605408,0.05000,1.548
1,mlp.experts.13.gate_proj,0.0002984094,0.05000,1.396
1,mlp.experts.12.gate_proj,0.0001911568,0.05000,1.513
1,mlp.experts.15.gate_proj,0.0001861709,0.05000,1.578
1,mlp.experts.14.gate_proj,0.0000958135,0.05000,1.644
1,mlp.experts.17.gate_proj,0.0001707000,0.05000,1.498
1,mlp.experts.16.gate_proj,0.0002540052,0.05000,1.531
1,mlp.experts.18.gate_proj,0.0001499176,0.05000,1.511
1,mlp.experts.19.gate_proj,0.0001860224,0.05000,1.582
1,mlp.experts.21.gate_proj,0.0001599456,0.05000,1.047
1,mlp.experts.20.gate_proj,0.0002921322,0.05000,1.006
1,mlp.experts.23.gate_proj,0.0002962463,0.05000,0.998
1,mlp.experts.22.gate_proj,0.0002542353,0.05000,1.047
1,mlp.experts.25.gate_proj,0.0000706176,0.05000,1.192
1,mlp.experts.24.gate_proj,0.0001868898,0.05000,1.198
1,mlp.experts.27.gate_proj,0.0002084831,0.05000,1.111
1,mlp.experts.26.gate_proj,0.0001281848,0.05000,1.164
1,mlp.experts.29.gate_proj,0.0002136246,0.05000,0.883
1,mlp.experts.31.gate_proj,0.0001203306,0.05000,0.852
1,mlp.experts.28.gate_proj,0.0002166049,0.05000,0.914
1,mlp.experts.30.gate_proj,0.0000778208,0.05000,0.870
1,mlp.experts.33.gate_proj,0.0001345286,0.05000,0.904
1,mlp.experts.35.gate_proj,0.0002283319,0.05000,0.839
1,mlp.experts.32.gate_proj,0.0002087249,0.05000,0.875
1,mlp.experts.34.gate_proj,0.0001407371,0.05000,0.917
1,mlp.experts.39.gate_proj,0.0002041284,0.05000,0.983
1,mlp.experts.36.gate_proj,0.0002465784,0.05000,0.965
1,mlp.experts.37.gate_proj,0.0001200976,0.05000,1.031
1,mlp.experts.38.gate_proj,0.0001835510,0.05000,0.999
1,mlp.experts.41.gate_proj,0.0002255766,0.05000,0.922
1,mlp.experts.43.gate_proj,0.0001028139,0.05000,0.975
1,mlp.experts.40.gate_proj,0.0002860572,0.05000,0.992
1,mlp.experts.42.gate_proj,0.0003925617,0.05000,1.002
1,mlp.experts.45.gate_proj,0.0002370561,0.05000,0.905
1,mlp.experts.44.gate_proj,0.0001588738,0.05000,0.899
1,mlp.experts.47.gate_proj,0.0001970906,0.05000,0.960
1,mlp.experts.46.gate_proj,0.0001476768,0.05000,0.886
1,mlp.experts.49.gate_proj,0.0001640750,0.05000,1.058
1,mlp.experts.51.gate_proj,0.0001463441,0.05000,1.132
1,mlp.experts.48.gate_proj,0.0002969052,0.05000,1.168
1,mlp.experts.50.gate_proj,0.0001052684,0.05000,1.215
1,mlp.experts.53.gate_proj,0.0004166076,0.05000,1.035
1,mlp.experts.55.gate_proj,0.0002256967,0.05000,1.044
1,mlp.experts.52.gate_proj,0.0001497512,0.05000,1.045
1,mlp.experts.54.gate_proj,0.0002136888,0.05000,1.019
1,mlp.experts.57.gate_proj,0.0001694285,0.05000,0.895
1,mlp.experts.59.gate_proj,0.0002613651,0.05000,0.866
1,mlp.experts.56.gate_proj,0.0002154366,0.05000,0.864
1,mlp.experts.58.gate_proj,0.0001355854,0.05000,0.824
1,mlp.experts.61.gate_proj,0.0001589619,0.05000,0.843
1,mlp.experts.63.gate_proj,0.0001297468,0.05000,0.854
1,mlp.experts.60.gate_proj,0.0002303026,0.05000,0.858
1,mlp.experts.62.gate_proj,0.0002439011,0.05000,0.816
1,mlp.experts.1.up_proj,0.0001891848,0.05000,0.836
1,mlp.experts.3.up_proj,0.0001938643,0.05000,0.810
1,mlp.experts.0.up_proj,0.0002784769,0.05000,0.814
1,mlp.experts.2.up_proj,0.0002167490,0.05000,0.799
1,mlp.experts.5.up_proj,0.0001521875,0.05000,0.830
1,mlp.experts.4.up_proj,0.0001915272,0.05000,0.810
1,mlp.experts.7.up_proj,0.0002047279,0.05000,0.856
1,mlp.experts.6.up_proj,0.0001618147,0.05000,0.816
1,mlp.experts.9.up_proj,0.0001590224,0.05000,0.833
1,mlp.experts.8.up_proj,0.0001993776,0.05000,0.824
1,mlp.experts.11.up_proj,0.0002171920,0.05000,0.842
1,mlp.experts.10.up_proj,0.0001040769,0.05000,0.839
1,mlp.experts.13.up_proj,0.0002912751,0.05000,0.885
1,mlp.experts.12.up_proj,0.0001869609,0.05000,0.815
1,mlp.experts.15.up_proj,0.0001824306,0.05000,0.855
1,mlp.experts.14.up_proj,0.0000942517,0.05000,0.824
1,mlp.experts.17.up_proj,0.0001670208,0.05000,0.893
1,mlp.experts.16.up_proj,0.0002497710,0.05000,0.867
1,mlp.experts.19.up_proj,0.0001857621,0.05000,0.847
1,mlp.experts.18.up_proj,0.0001464283,0.05000,0.856
1,mlp.experts.21.up_proj,0.0001583097,0.05000,0.802
1,mlp.experts.20.up_proj,0.0002847422,0.05000,0.801
1,mlp.experts.22.up_proj,0.0002519676,0.05000,0.791
1,mlp.experts.23.up_proj,0.0002897213,0.05000,0.849
1,mlp.experts.25.up_proj,0.0000687315,0.05000,0.865
1,mlp.experts.24.up_proj,0.0001831814,0.05000,0.884
1,mlp.experts.26.up_proj,0.0001238045,0.05000,0.833
1,mlp.experts.27.up_proj,0.0002048238,0.05000,0.837
1,mlp.experts.28.up_proj,0.0002128483,0.05000,0.797
1,mlp.experts.29.up_proj,0.0002111239,0.05000,0.827
1,mlp.experts.30.up_proj,0.0000755151,0.05000,0.807
1,mlp.experts.31.up_proj,0.0001175403,0.05000,0.799
1,mlp.experts.33.up_proj,0.0001255642,0.05000,0.834
1,mlp.experts.32.up_proj,0.0002062878,0.05000,0.863
1,mlp.experts.35.up_proj,0.0002259045,0.05000,0.823
1,mlp.experts.34.up_proj,0.0001386369,0.05000,0.857
1,mlp.experts.37.up_proj,0.0001176989,0.05000,0.824
1,mlp.experts.38.up_proj,0.0001810895,0.05000,0.807
1,mlp.experts.36.up_proj,0.0002394662,0.05000,0.865
1,mlp.experts.39.up_proj,0.0002016348,0.05000,0.844
1,mlp.experts.41.up_proj,0.0002200755,0.05000,0.830
1,mlp.experts.43.up_proj,0.0000997058,0.05000,0.818
1,mlp.experts.42.up_proj,0.0003879296,0.05000,0.864
1,mlp.experts.40.up_proj,0.0002796572,0.05000,0.858
1,mlp.experts.45.up_proj,0.0002299934,0.05000,0.811
1,mlp.experts.47.up_proj,0.0001936324,0.05000,0.814
1,mlp.experts.46.up_proj,0.0001459483,0.05000,0.825
1,mlp.experts.44.up_proj,0.0001554199,0.05000,0.821
1,mlp.experts.49.up_proj,0.0001580572,0.05000,0.854
1,mlp.experts.51.up_proj,0.0001426300,0.05000,0.820
1,mlp.experts.50.up_proj,0.0001029713,0.05000,0.846
1,mlp.experts.48.up_proj,0.0002889588,0.05000,0.859
1,mlp.experts.53.up_proj,0.0003943257,0.05000,0.820
1,mlp.experts.55.up_proj,0.0002224394,0.05000,0.804
1,mlp.experts.52.up_proj,0.0001472821,0.05000,0.792
1,mlp.experts.54.up_proj,0.0002082397,0.05000,0.823
1,mlp.experts.59.up_proj,0.0002561114,0.05000,0.809
1,mlp.experts.57.up_proj,0.0001667781,0.05000,0.826
1,mlp.experts.56.up_proj,0.0002109804,0.05000,0.802
1,mlp.experts.58.up_proj,0.0001329728,0.05000,0.811
1,mlp.experts.61.up_proj,0.0001554063,0.05000,0.827
1,mlp.experts.63.up_proj,0.0001271584,0.05000,0.832
1,mlp.experts.60.up_proj,0.0002274889,0.05000,0.791
1,mlp.experts.62.up_proj,0.0002352180,0.05000,0.782
1,mlp.experts.1.down_proj,0.0000075719,0.05000,0.538
1,mlp.experts.0.down_proj,0.0000089526,0.05000,0.542
1,mlp.experts.3.down_proj,0.0000060084,0.05000,0.563
1,mlp.experts.2.down_proj,0.0000049202,0.05000,0.579
1,mlp.experts.5.down_proj,0.0000043854,0.05000,0.559
1,mlp.experts.4.down_proj,0.0000042890,0.05000,0.557
1,mlp.experts.7.down_proj,0.0000046881,0.05000,0.590
1,mlp.experts.6.down_proj,0.0000034494,0.05000,0.585
1,mlp.experts.9.down_proj,0.0000040864,0.05000,0.559
1,mlp.experts.8.down_proj,0.0000041791,0.05000,0.576
1,mlp.experts.11.down_proj,0.0000041499,0.05000,0.555
1,mlp.experts.10.down_proj,0.0000056390,0.05000,0.605
1,mlp.experts.13.down_proj,0.0000105418,0.05000,0.564
1,mlp.experts.15.down_proj,0.0000061092,0.05000,0.553
1,mlp.experts.12.down_proj,0.0000415903,0.05000,0.617
1,mlp.experts.14.down_proj,0.0000034793,0.05000,0.584
1,mlp.experts.17.down_proj,0.0000069809,0.05000,0.560
1,mlp.experts.19.down_proj,0.0000044524,0.05000,0.589
1,mlp.experts.16.down_proj,0.0000062251,0.05000,0.564
1,mlp.experts.18.down_proj,0.0000038539,0.05000,0.579
1,mlp.experts.21.down_proj,0.0000032463,0.05000,0.571
1,mlp.experts.20.down_proj,0.0000101980,0.05000,0.551
1,mlp.experts.23.down_proj,0.0000109030,0.05000,0.558
1,mlp.experts.22.down_proj,0.0000052493,0.05000,0.559
1,mlp.experts.25.down_proj,0.0000032667,0.05000,0.552
1,mlp.experts.27.down_proj,0.0000058103,0.05000,0.561
1,mlp.experts.24.down_proj,0.0000061125,0.05000,0.571
1,mlp.experts.26.down_proj,0.0000076800,0.05000,0.560
1,mlp.experts.29.down_proj,0.0000041043,0.05000,0.577
1,mlp.experts.31.down_proj,0.0000034951,0.05000,0.556
1,mlp.experts.28.down_proj,0.0000038514,0.05000,0.552
1,mlp.experts.30.down_proj,0.0000019731,0.05000,0.575
1,mlp.experts.32.down_proj,0.0000043615,0.05000,0.550
1,mlp.experts.35.down_proj,0.0000042685,0.05000,0.565
1,mlp.experts.33.down_proj,0.0000083218,0.05000,0.635
1,mlp.experts.34.down_proj,0.0000035268,0.05000,0.559
1,mlp.experts.36.down_proj,0.0000057887,0.05000,0.596
1,mlp.experts.37.down_proj,0.0000065835,0.05000,0.596
1,mlp.experts.39.down_proj,0.0000045507,0.05000,0.641
1,mlp.experts.38.down_proj,0.0000041396,0.05000,0.595
1,mlp.experts.40.down_proj,0.0000107074,0.05000,0.560
1,mlp.experts.41.down_proj,0.0000087736,0.05000,0.557
1,mlp.experts.43.down_proj,0.0000026632,0.05000,0.563
1,mlp.experts.42.down_proj,0.0000083521,0.05000,0.582
1,mlp.experts.44.down_proj,0.0000043835,0.05000,0.584
1,mlp.experts.45.down_proj,0.0000049096,0.05000,0.580
1,mlp.experts.47.down_proj,0.0000052431,0.05000,0.576
1,mlp.experts.46.down_proj,0.0000023039,0.05000,0.613
1,mlp.experts.48.down_proj,0.0000086407,0.05000,0.556
1,mlp.experts.49.down_proj,0.0000037774,0.05000,0.573
1,mlp.experts.51.down_proj,0.0000028775,0.05000,0.561
1,mlp.experts.50.down_proj,0.0000019386,0.05000,0.549
1,mlp.experts.52.down_proj,0.0000038492,0.05000,0.555
1,mlp.experts.53.down_proj,0.0000368861,0.05000,0.554
1,mlp.experts.55.down_proj,0.0000044346,0.05000,0.572
1,mlp.experts.54.down_proj,0.0000054655,0.05000,0.583
1,mlp.experts.56.down_proj,0.0000047428,0.05000,0.572
1,mlp.experts.57.down_proj,0.0000033121,0.05000,0.566
1,mlp.experts.59.down_proj,0.0000089052,0.05000,0.622
1,mlp.experts.58.down_proj,0.0000023188,0.05000,0.573
1,mlp.experts.60.down_proj,0.0000041007,0.05000,0.556
1,mlp.experts.61.down_proj,0.0000061169,0.05000,0.554
1,mlp.experts.63.down_proj,0.0000036868,0.05000,0.506
1,mlp.experts.62.down_proj,0.0000052080,0.05000,0.469
1,mlp.shared_experts.up_proj,0.0000324734,0.05000,0.378
1,mlp.shared_experts.gate_proj,0.0000375249,0.05000,0.381
1,mlp.shared_experts.down_proj,0.0000002952,0.05000,0.153
2,self_attn.q_proj,0.0045211289,0.05000,0.379
2,self_attn.kv_a_proj_with_mqa,0.0005614620,0.05000,0.379
2,self_attn.kv_b_proj,0.0002016494,0.05000,0.059
2,self_attn.o_proj,0.0000004307,0.05000,0.234
2,mlp.experts.2.gate_proj,0.0002510305,0.05000,0.821
2,mlp.experts.1.gate_proj,0.0002501576,0.05000,0.831
2,mlp.experts.0.gate_proj,0.0003094872,0.05000,0.849
2,mlp.experts.3.gate_proj,0.0002440688,0.05000,0.874
2,mlp.experts.6.gate_proj,0.0002099851,0.05000,0.815
2,mlp.experts.5.gate_proj,0.0001654901,0.05000,0.835
2,mlp.experts.4.gate_proj,0.0003118284,0.05000,0.829
2,mlp.experts.7.gate_proj,0.0002123462,0.05000,0.821
2,mlp.experts.10.gate_proj,0.0003290472,0.05000,0.818
2,mlp.experts.8.gate_proj,0.0003452742,0.05000,0.824
2,mlp.experts.11.gate_proj,0.0002358196,0.05000,0.814
2,mlp.experts.9.gate_proj,0.0002536682,0.05000,0.856
2,mlp.experts.14.gate_proj,0.0002713318,0.05000,0.796
2,mlp.experts.12.gate_proj,0.0002627208,0.05000,0.810
2,mlp.experts.13.gate_proj,0.0003142390,0.05000,0.792
2,mlp.experts.15.gate_proj,0.0004156101,0.05000,0.805
2,mlp.experts.18.gate_proj,0.0002953722,0.05000,0.843
2,mlp.experts.16.gate_proj,0.0001949983,0.05000,0.830
2,mlp.experts.19.gate_proj,0.0002552226,0.05000,0.855
2,mlp.experts.17.gate_proj,0.0005242252,0.05000,0.865
2,mlp.experts.22.gate_proj,0.0002737449,0.05000,0.817
2,mlp.experts.21.gate_proj,0.0002812014,0.05000,0.791
2,mlp.experts.23.gate_proj,0.0001742432,0.05000,0.814
2,mlp.experts.20.gate_proj,0.0002330011,0.05000,0.862
2,mlp.experts.26.gate_proj,0.0004049560,0.05000,0.840
2,mlp.experts.27.gate_proj,0.0002659921,0.05000,0.797
2,mlp.experts.25.gate_proj,0.0004673565,0.05000,0.826
2,mlp.experts.24.gate_proj,0.0002245998,0.05000,0.823
2,mlp.experts.30.gate_proj,0.0002902911,0.05000,0.811
2,mlp.experts.31.gate_proj,0.0003133264,0.05000,0.805
2,mlp.experts.29.gate_proj,0.0003401807,0.05000,0.809
2,mlp.experts.28.gate_proj,0.0002900323,0.05000,0.824
2,mlp.experts.34.gate_proj,0.0003116067,0.05000,0.807
2,mlp.experts.35.gate_proj,0.0003416495,0.05000,0.811
2,mlp.experts.33.gate_proj,0.0004376186,0.05000,0.796
2,mlp.experts.32.gate_proj,0.0008371980,0.05000,0.815
2,mlp.experts.38.gate_proj,0.0002682340,0.05000,0.836
2,mlp.experts.37.gate_proj,0.0002854472,0.05000,0.831
2,mlp.experts.39.gate_proj,0.0003996745,0.05000,0.868
2,mlp.experts.36.gate_proj,0.0002524962,0.05000,0.833
2,mlp.experts.42.gate_proj,0.0003530233,0.05000,0.830
2,mlp.experts.41.gate_proj,0.0004477278,0.05000,0.810
2,mlp.experts.43.gate_proj,0.0002584565,0.05000,0.826
2,mlp.experts.40.gate_proj,0.0002505131,0.05000,0.804
2,mlp.experts.46.gate_proj,0.0003572533,0.05000,0.837
2,mlp.experts.45.gate_proj,0.0002121905,0.05000,0.849
2,mlp.experts.47.gate_proj,0.0002408260,0.05000,0.829
2,mlp.experts.44.gate_proj,0.0002587915,0.05000,0.829
2,mlp.experts.49.gate_proj,0.0001950229,0.05000,0.809
2,mlp.experts.50.gate_proj,0.0002065862,0.05000,0.838
2,mlp.experts.51.gate_proj,0.0001832569,0.05000,0.813
2,mlp.experts.48.gate_proj,0.0004547227,0.05000,0.821
2,mlp.experts.53.gate_proj,0.0002574004,0.05000,0.819
2,mlp.experts.54.gate_proj,0.0002674824,0.05000,0.830
2,mlp.experts.55.gate_proj,0.0002798722,0.05000,0.851
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8,mlp.shared_experts.gate_proj,0.0005254450,0.05000,0.804
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8,mlp.shared_experts.down_proj,0.0000403719,0.05000,0.163
9,self_attn.kv_a_proj_with_mqa,0.0009709852,0.05000,0.445
9,self_attn.q_proj,0.0102651957,0.05000,0.452
9,self_attn.kv_b_proj,0.0064367079,0.05000,0.059
9,self_attn.o_proj,0.0000146383,0.05000,0.234
9,mlp.experts.3.gate_proj,0.0034440051,0.05000,0.841
9,mlp.experts.1.gate_proj,0.0038331900,0.05000,0.858
9,mlp.experts.2.gate_proj,0.0018784230,0.05000,0.861
9,mlp.experts.0.gate_proj,0.0026559835,0.05000,0.876
9,mlp.experts.7.gate_proj,0.0013286172,0.05000,0.808
9,mlp.experts.5.gate_proj,0.0025154569,0.05000,0.806
9,mlp.experts.6.gate_proj,0.0011539012,0.05000,0.813
9,mlp.experts.4.gate_proj,0.0017300859,0.05000,0.827
9,mlp.experts.10.gate_proj,0.0019490945,0.05000,0.785
9,mlp.experts.9.gate_proj,0.0020738510,0.05000,0.805
9,mlp.experts.11.gate_proj,0.0038164068,0.05000,0.824
9,mlp.experts.8.gate_proj,0.0015551654,0.05000,0.822
9,mlp.experts.15.gate_proj,0.0035853237,0.05000,0.810
9,mlp.experts.14.gate_proj,0.0019586923,0.05000,0.825
9,mlp.experts.13.gate_proj,0.0012166843,0.05000,0.817
9,mlp.experts.12.gate_proj,0.0020091207,0.05000,0.833
9,mlp.experts.19.gate_proj,0.0016808365,0.05000,0.801
9,mlp.experts.17.gate_proj,0.0025494402,0.05000,0.812
9,mlp.experts.18.gate_proj,0.0021489237,0.05000,0.845
9,mlp.experts.16.gate_proj,0.0242827907,0.05000,0.819
9,mlp.experts.23.gate_proj,0.0057869472,0.05000,0.812
9,mlp.experts.22.gate_proj,0.0028140922,0.05000,0.798
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9,mlp.experts.20.gate_proj,0.0024947438,0.05000,0.838
9,mlp.experts.26.gate_proj,0.0015680580,0.05000,0.809
9,mlp.experts.27.gate_proj,0.0016202064,0.05000,0.845
9,mlp.experts.25.gate_proj,0.0025649942,0.05000,0.823
9,mlp.experts.24.gate_proj,0.0017219284,0.05000,0.802
9,mlp.experts.30.gate_proj,0.0021074729,0.05000,0.813
9,mlp.experts.31.gate_proj,0.0036236773,0.05000,0.823
9,mlp.experts.29.gate_proj,0.0009535934,0.05000,0.827
9,mlp.experts.28.gate_proj,0.0045950441,0.05000,0.816
9,mlp.experts.35.gate_proj,0.0012275013,0.05000,0.809
9,mlp.experts.34.gate_proj,0.0014700574,0.05000,0.831
9,mlp.experts.32.gate_proj,0.0025156567,0.05000,0.797
9,mlp.experts.33.gate_proj,0.0020616990,0.05000,0.867
9,mlp.experts.39.gate_proj,0.0022857487,0.05000,2.660
9,mlp.experts.38.gate_proj,0.0015914915,0.05000,2.669
9,mlp.experts.36.gate_proj,0.0027802278,0.05000,2.869
9,mlp.experts.37.gate_proj,0.0027492717,0.05000,2.855
9,mlp.experts.42.gate_proj,0.0031740083,0.05000,2.701
9,mlp.experts.43.gate_proj,0.0019279888,0.05000,2.827
9,mlp.experts.40.gate_proj,0.0011461954,0.05000,2.778
9,mlp.experts.41.gate_proj,0.0231787384,0.05000,2.816
9,mlp.experts.46.gate_proj,0.0013237091,0.05000,2.249
9,mlp.experts.47.gate_proj,0.0017280671,0.05000,2.264
9,mlp.experts.44.gate_proj,0.0025785885,0.05000,2.150
9,mlp.experts.45.gate_proj,0.0012901042,0.05000,2.159
9,mlp.experts.50.gate_proj,0.0014543944,0.05000,1.709
9,mlp.experts.48.gate_proj,0.0018301466,0.05000,1.605
9,mlp.experts.49.gate_proj,0.0035721675,0.05000,1.597
9,mlp.experts.51.gate_proj,0.0025792864,0.05000,1.977
9,mlp.experts.54.gate_proj,0.0039243111,0.05000,1.871
9,mlp.experts.52.gate_proj,0.0034380673,0.05000,1.806
9,mlp.experts.55.gate_proj,0.0016780972,0.05000,1.701
9,mlp.experts.53.gate_proj,0.0014738564,0.05000,1.998
9,mlp.experts.58.gate_proj,0.0067066252,0.05000,1.214
9,mlp.experts.59.gate_proj,0.0020719164,0.05000,1.199
9,mlp.experts.56.gate_proj,0.0019147851,0.05000,1.554
9,mlp.experts.57.gate_proj,0.0019175115,0.05000,1.411
9,mlp.experts.62.gate_proj,0.0022134869,0.05000,1.374
9,mlp.experts.63.gate_proj,0.0008793787,0.05000,1.654
9,mlp.experts.60.gate_proj,0.0020170779,0.05000,1.721
9,mlp.experts.61.gate_proj,0.0026511833,0.05000,1.769
9,mlp.experts.2.up_proj,0.0016291814,0.05000,1.364
9,mlp.experts.3.up_proj,0.0028748271,0.05000,1.102
9,mlp.experts.0.up_proj,0.0024166065,0.05000,1.038
9,mlp.experts.1.up_proj,0.0034769645,0.05000,0.978
9,mlp.experts.6.up_proj,0.0010496416,0.05000,0.838
9,mlp.experts.7.up_proj,0.0012132951,0.05000,0.927
9,mlp.experts.4.up_proj,0.0016390345,0.05000,0.852
9,mlp.experts.5.up_proj,0.0023647359,0.05000,0.869
9,mlp.experts.10.up_proj,0.0018410804,0.05000,0.887
9,mlp.experts.11.up_proj,0.0035498919,0.05000,1.013
9,mlp.experts.8.up_proj,0.0015049522,0.05000,0.962
9,mlp.experts.9.up_proj,0.0019575224,0.05000,1.012
9,mlp.experts.14.up_proj,0.0018164013,0.05000,1.213
9,mlp.experts.12.up_proj,0.0018473307,0.05000,1.180
9,mlp.experts.15.up_proj,0.0030952126,0.05000,1.246
9,mlp.experts.13.up_proj,0.0011670091,0.05000,1.104
9,mlp.experts.18.up_proj,0.0019571636,0.05000,0.866
9,mlp.experts.19.up_proj,0.0016028329,0.05000,0.851
9,mlp.experts.16.up_proj,0.0220362954,0.05000,0.888
9,mlp.experts.17.up_proj,0.0024484888,0.05000,0.879
9,mlp.experts.22.up_proj,0.0023615144,0.05000,0.869
9,mlp.experts.20.up_proj,0.0021653467,0.05000,0.818
9,mlp.experts.23.up_proj,0.0054842347,0.05000,0.855
9,mlp.experts.21.up_proj,0.0019009778,0.05000,0.842
9,mlp.experts.26.up_proj,0.0014644718,0.05000,0.833
9,mlp.experts.24.up_proj,0.0016146790,0.05000,0.804
9,mlp.experts.27.up_proj,0.0014690253,0.05000,0.812
9,mlp.experts.25.up_proj,0.0023209617,0.05000,0.828
9,mlp.experts.30.up_proj,0.0020097784,0.05000,0.808
9,mlp.experts.28.up_proj,0.0041859311,0.05000,0.823
9,mlp.experts.31.up_proj,0.0032116277,0.05000,0.815
9,mlp.experts.29.up_proj,0.0008990359,0.05000,0.839
9,mlp.experts.34.up_proj,0.0014307410,0.05000,0.829
9,mlp.experts.32.up_proj,0.0022499787,0.05000,0.922
9,mlp.experts.35.up_proj,0.0011504166,0.05000,0.928
9,mlp.experts.33.up_proj,0.0018448854,0.05000,0.896
9,mlp.experts.38.up_proj,0.0014283709,0.05000,0.864
9,mlp.experts.36.up_proj,0.0024091152,0.05000,0.825
9,mlp.experts.39.up_proj,0.0021370090,0.05000,0.831
9,mlp.experts.37.up_proj,0.0025078520,0.05000,0.847
9,mlp.experts.42.up_proj,0.0028795702,0.05000,0.830
9,mlp.experts.40.up_proj,0.0010411492,0.05000,0.867
9,mlp.experts.43.up_proj,0.0018689406,0.05000,0.880
9,mlp.experts.41.up_proj,0.0212051600,0.05000,0.884
9,mlp.experts.46.up_proj,0.0012317467,0.05000,0.810
9,mlp.experts.44.up_proj,0.0023216052,0.05000,0.843
9,mlp.experts.47.up_proj,0.0014884093,0.05000,0.831
9,mlp.experts.45.up_proj,0.0011551288,0.05000,0.800
9,mlp.experts.50.up_proj,0.0013129720,0.05000,0.811
9,mlp.experts.48.up_proj,0.0016780927,0.05000,0.795
9,mlp.experts.51.up_proj,0.0024432245,0.05000,0.815
9,mlp.experts.49.up_proj,0.0032655994,0.05000,0.812
9,mlp.experts.54.up_proj,0.0037787016,0.05000,0.807
9,mlp.experts.52.up_proj,0.0029825507,0.05000,0.790
9,mlp.experts.55.up_proj,0.0015673702,0.05000,0.803
9,mlp.experts.53.up_proj,0.0014126498,0.05000,0.802
9,mlp.experts.58.up_proj,0.0061039355,0.05000,0.800
9,mlp.experts.56.up_proj,0.0017566930,0.05000,0.847
9,mlp.experts.59.up_proj,0.0018508913,0.05000,0.838
9,mlp.experts.57.up_proj,0.0017885338,0.05000,0.843
9,mlp.experts.62.up_proj,0.0020478790,0.05000,0.814
9,mlp.experts.60.up_proj,0.0018388185,0.05000,0.651
9,mlp.experts.63.up_proj,0.0007677295,0.05000,0.605
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9,mlp.experts.3.down_proj,0.0002963810,0.05000,0.565
9,mlp.experts.0.down_proj,0.0002117897,0.05000,0.573
9,mlp.experts.1.down_proj,0.0003416795,0.05000,0.610
9,mlp.experts.4.down_proj,0.0001807080,0.05000,0.557
9,mlp.experts.7.down_proj,0.0001441384,0.05000,0.580
9,mlp.experts.6.down_proj,0.0002000717,0.05000,0.592
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9,mlp.experts.19.down_proj,0.0001876758,0.05000,0.557
9,mlp.experts.16.down_proj,0.0017958046,0.05000,0.581
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9,mlp.experts.33.down_proj,0.0001997611,0.05000,0.572
9,mlp.experts.34.down_proj,0.0000887161,0.05000,0.604
9,mlp.experts.39.down_proj,0.0001239640,0.05000,0.542
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9,mlp.experts.40.down_proj,0.0000869859,0.05000,0.564
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9,mlp.experts.47.down_proj,0.0001253270,0.05000,0.544
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9,mlp.experts.51.down_proj,0.0001953428,0.05000,0.564
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9,mlp.experts.54.down_proj,0.0002511356,0.05000,0.572
9,mlp.experts.59.down_proj,0.0001994663,0.05000,0.560
9,mlp.experts.56.down_proj,0.0001872148,0.05000,0.553
9,mlp.experts.57.down_proj,0.0001961362,0.05000,0.548
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9,mlp.experts.63.down_proj,0.0000925312,0.05000,0.544
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9,mlp.shared_experts.gate_proj,0.0006353967,0.05000,0.379
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9,mlp.shared_experts.down_proj,0.0000405594,0.05000,0.162
10,self_attn.q_proj,0.0069088312,0.05000,0.382
10,self_attn.kv_a_proj_with_mqa,0.0007738682,0.05000,0.384
10,self_attn.kv_b_proj,0.0039923893,0.05000,0.060
10,self_attn.o_proj,0.0000474645,0.05000,0.233
10,mlp.experts.2.gate_proj,fallback(rtn): 0.0031281,0.00000,0.046
10,mlp.experts.0.gate_proj,0.0022665103,0.05000,1.621
10,mlp.experts.1.gate_proj,0.0012580239,0.05000,1.727
10,mlp.experts.3.gate_proj,0.0025927588,0.05000,1.789
10,mlp.experts.6.gate_proj,0.0015662516,0.05000,1.976
10,mlp.experts.4.gate_proj,0.0019623274,0.05000,2.671
10,mlp.experts.7.gate_proj,0.0016193756,0.05000,2.592
10,mlp.experts.5.gate_proj,0.0014301054,0.05000,2.692
10,mlp.experts.10.gate_proj,0.0018961302,0.05000,2.637
10,mlp.experts.8.gate_proj,0.0024215136,0.05000,1.276
10,mlp.experts.11.gate_proj,0.0030086239,0.05000,1.922
10,mlp.experts.9.gate_proj,0.0019774365,0.05000,1.909
10,mlp.experts.14.gate_proj,0.0063932617,0.05000,2.042
10,mlp.experts.12.gate_proj,0.0019336090,0.05000,2.589
10,mlp.experts.13.gate_proj,0.0014203503,0.05000,2.624
10,mlp.experts.15.gate_proj,0.0015426404,0.05000,2.704
10,mlp.experts.18.gate_proj,0.0036660904,0.05000,2.456
10,mlp.experts.16.gate_proj,0.0021990950,0.05000,2.407
10,mlp.experts.22.gate_proj,0.0017572298,0.05000,2.390
10,mlp.experts.19.gate_proj,0.0063547567,0.05000,2.607
10,mlp.experts.17.gate_proj,0.0019066889,0.05000,2.693
10,mlp.experts.20.gate_proj,0.0011978085,0.05000,2.981
10,mlp.experts.26.gate_proj,0.0019361391,0.05000,2.472
10,mlp.experts.23.gate_proj,0.0012823575,0.05000,2.553
10,mlp.experts.21.gate_proj,0.0017153387,0.05000,2.540
10,mlp.experts.24.gate_proj,0.0032476717,0.05000,1.428
10,mlp.experts.30.gate_proj,0.0019912084,0.05000,1.232
10,mlp.experts.27.gate_proj,0.0012490166,0.05000,1.196
10,mlp.experts.25.gate_proj,0.0022465548,0.05000,1.200
10,mlp.experts.28.gate_proj,0.0010874977,0.05000,1.150
10,mlp.experts.34.gate_proj,0.0022154382,0.05000,1.092
10,mlp.experts.31.gate_proj,0.0042506447,0.05000,1.247
10,mlp.experts.29.gate_proj,0.0022584811,0.05000,1.235
10,mlp.experts.32.gate_proj,0.0029446958,0.05000,1.338
10,mlp.experts.38.gate_proj,0.0058002884,0.05000,1.334
10,mlp.experts.33.gate_proj,0.0016233549,0.05000,1.204
10,mlp.experts.35.gate_proj,0.0033642255,0.05000,1.259
10,mlp.experts.36.gate_proj,0.0018840788,0.05000,0.912
10,mlp.experts.42.gate_proj,0.0016070171,0.05000,0.899
10,mlp.experts.37.gate_proj,0.0017408521,0.05000,0.867
10,mlp.experts.39.gate_proj,0.0010942156,0.05000,0.839
10,mlp.experts.40.gate_proj,0.0025798782,0.05000,0.873
10,mlp.experts.46.gate_proj,0.0028748907,0.05000,0.879
10,mlp.experts.41.gate_proj,0.0012365430,0.05000,0.863
10,mlp.experts.43.gate_proj,0.0172635689,0.05000,0.919
10,mlp.experts.44.gate_proj,0.0012022447,0.05000,0.815
10,mlp.experts.50.gate_proj,0.0013335235,0.05000,0.820
10,mlp.experts.45.gate_proj,0.0015415241,0.05000,0.864
10,mlp.experts.47.gate_proj,0.0018026968,0.05000,0.858
10,mlp.experts.48.gate_proj,0.0021439016,0.05000,0.862
10,mlp.experts.54.gate_proj,0.0102758085,0.05000,0.982
10,mlp.experts.49.gate_proj,0.0027500293,0.05000,0.979
10,mlp.experts.51.gate_proj,0.0012736774,0.05000,0.929
10,mlp.experts.52.gate_proj,0.0229474366,0.05000,0.879
10,mlp.experts.58.gate_proj,0.0014829236,0.05000,0.903
10,mlp.experts.55.gate_proj,0.0012519301,0.05000,0.854
10,mlp.experts.53.gate_proj,0.0060784854,0.05000,0.932
10,mlp.experts.56.gate_proj,0.0027820678,0.05000,1.070
10,mlp.experts.62.gate_proj,0.0019339367,0.05000,0.942
10,mlp.experts.2.up_proj,fallback(rtn): 0.0029602,0.00000,0.014
10,mlp.experts.59.gate_proj,0.0013492963,0.05000,0.885
10,mlp.experts.57.gate_proj,0.0013990976,0.05000,0.945
10,mlp.experts.60.gate_proj,0.0023674505,0.05000,0.973
10,mlp.experts.6.up_proj,0.0014198766,0.05000,0.937
10,mlp.experts.63.gate_proj,0.0016092877,0.05000,1.012
10,mlp.experts.61.gate_proj,0.0018791019,0.05000,0.968
10,mlp.experts.0.up_proj,0.0020094065,0.05000,0.936
10,mlp.experts.10.up_proj,0.0018187358,0.05000,0.945
10,mlp.experts.3.up_proj,0.0023575520,0.05000,0.900
10,mlp.experts.1.up_proj,0.0012236108,0.05000,0.885
10,mlp.experts.4.up_proj,0.0019352588,0.05000,0.829
10,mlp.experts.14.up_proj,0.0062095567,0.05000,0.856
10,mlp.experts.5.up_proj,0.0013559959,0.05000,0.798
10,mlp.experts.7.up_proj,0.0015947097,0.05000,0.855
10,mlp.experts.8.up_proj,0.0022474349,0.05000,0.831
10,mlp.experts.18.up_proj,0.0033896966,0.05000,0.817
10,mlp.experts.11.up_proj,0.0026345781,0.05000,0.806
10,mlp.experts.9.up_proj,0.0017468013,0.05000,0.849
10,mlp.experts.12.up_proj,0.0016963802,0.05000,0.820
10,mlp.experts.15.up_proj,0.0014094483,0.05000,0.844
10,mlp.experts.22.up_proj,0.0016448650,0.05000,0.911
10,mlp.experts.13.up_proj,0.0013394024,0.05000,0.851
10,mlp.experts.16.up_proj,0.0019384535,0.05000,0.792
10,mlp.experts.19.up_proj,0.0055223914,0.05000,0.807
10,mlp.experts.26.up_proj,0.0017280270,0.05000,0.813
10,mlp.experts.17.up_proj,0.0018643637,0.05000,0.816
10,mlp.experts.20.up_proj,0.0011629710,0.05000,0.813
10,mlp.experts.23.up_proj,0.0010427189,0.05000,0.841
10,mlp.experts.21.up_proj,0.0015412478,0.05000,0.834
10,mlp.experts.30.up_proj,0.0018312723,0.05000,0.885
10,mlp.experts.24.up_proj,0.0030619336,0.05000,0.825
10,mlp.experts.27.up_proj,0.0011763779,0.05000,0.873
10,mlp.experts.25.up_proj,0.0020945660,0.05000,0.834
10,mlp.experts.34.up_proj,0.0019355939,0.05000,0.830
10,mlp.experts.28.up_proj,0.0011089140,0.05000,0.832
10,mlp.experts.29.up_proj,0.0020365965,0.05000,0.823
10,mlp.experts.31.up_proj,0.0039729681,0.05000,0.847
10,mlp.experts.38.up_proj,0.0055309004,0.05000,0.863
10,mlp.experts.32.up_proj,0.0026374077,0.05000,0.824
10,mlp.experts.33.up_proj,0.0014595886,0.05000,0.807
10,mlp.experts.35.up_proj,0.0031919578,0.05000,0.794
10,mlp.experts.42.up_proj,0.0015621217,0.05000,0.827
10,mlp.experts.36.up_proj,0.0017988702,0.05000,0.877
10,mlp.experts.39.up_proj,0.0010562772,0.05000,0.833
10,mlp.experts.46.up_proj,0.0026410977,0.05000,0.861
10,mlp.experts.37.up_proj,0.0016490286,0.05000,0.948
10,mlp.experts.40.up_proj,0.0023556789,0.05000,0.834
10,mlp.experts.43.up_proj,0.0157047957,0.05000,0.814
10,mlp.experts.41.up_proj,0.0011675489,0.05000,0.835
10,mlp.experts.50.up_proj,0.0012656421,0.05000,0.856
10,mlp.experts.44.up_proj,0.0011457961,0.05000,0.865
10,mlp.experts.47.up_proj,0.0016271832,0.05000,0.897
10,mlp.experts.45.up_proj,0.0014502505,0.05000,0.840
10,mlp.experts.54.up_proj,0.0092276012,0.05000,0.866
10,mlp.experts.48.up_proj,0.0018711569,0.05000,0.848
10,mlp.experts.51.up_proj,0.0011372693,0.05000,0.817
10,mlp.experts.49.up_proj,0.0025454360,0.05000,0.833
10,mlp.experts.58.up_proj,0.0012332200,0.05000,0.818
10,mlp.experts.52.up_proj,0.0199217469,0.05000,0.811
10,mlp.experts.55.up_proj,0.0012165991,0.05000,0.813
10,mlp.experts.53.up_proj,0.0059672371,0.05000,0.857
10,mlp.experts.62.up_proj,0.0018857430,0.05000,0.882
10,mlp.experts.56.up_proj,0.0027207335,0.05000,0.717
10,mlp.experts.59.up_proj,0.0012557689,0.05000,0.619
10,mlp.experts.57.up_proj,0.0013539742,0.05000,0.582
10,mlp.experts.60.up_proj,0.0022028527,0.05000,0.560
10,mlp.experts.63.up_proj,0.0014893631,0.05000,0.489
10,mlp.experts.61.up_proj,0.0018610268,0.05000,0.430
10,mlp.experts.2.down_proj,fallback(rtn): 0.0029602,0.00000,0.017
10,mlp.experts.3.down_proj,0.0002247280,0.05000,0.559
10,mlp.experts.0.down_proj,0.0002222363,0.05000,0.580
10,mlp.experts.6.down_proj,0.0002001932,0.05000,0.570
10,mlp.experts.1.down_proj,0.0014828860,0.05000,0.609
10,mlp.experts.7.down_proj,0.0001296215,0.05000,0.551
10,mlp.experts.4.down_proj,0.0002039592,0.05000,0.549
10,mlp.experts.5.down_proj,0.0002047706,0.05000,0.549
10,mlp.experts.10.down_proj,0.0002231588,0.05000,0.596
10,mlp.experts.11.down_proj,0.0003830830,0.05000,0.565
10,mlp.experts.8.down_proj,0.0001662016,0.05000,0.576
10,mlp.experts.9.down_proj,0.0001655541,0.05000,0.558
10,mlp.experts.14.down_proj,0.0003850334,0.05000,0.559
10,mlp.experts.15.down_proj,0.0001937074,0.05000,0.572
10,mlp.experts.12.down_proj,0.0001681883,0.05000,0.560
10,mlp.experts.13.down_proj,0.0000709159,0.05000,0.566
10,mlp.experts.18.down_proj,0.0003268580,0.05000,0.580
10,mlp.experts.19.down_proj,0.0003883154,0.05000,0.575
10,mlp.experts.16.down_proj,0.0002710495,0.05000,0.576
10,mlp.experts.17.down_proj,0.0001854289,0.05000,0.565
10,mlp.experts.22.down_proj,0.0001703640,0.05000,0.561
10,mlp.experts.23.down_proj,0.0001261410,0.05000,0.582
10,mlp.experts.21.down_proj,0.0002476150,0.05000,0.564
10,mlp.experts.20.down_proj,0.0000902831,0.05000,0.594
10,mlp.experts.26.down_proj,0.0002434568,0.05000,0.563
10,mlp.experts.25.down_proj,0.0002078446,0.05000,0.770
10,mlp.experts.24.down_proj,0.0003019603,0.05000,0.757
10,mlp.experts.27.down_proj,0.0001393047,0.05000,0.826
10,mlp.experts.30.down_proj,0.0001842779,0.05000,0.797
10,mlp.experts.29.down_proj,0.0002957140,0.05000,0.939
10,mlp.experts.28.down_proj,0.0000984596,0.05000,0.978
10,mlp.experts.31.down_proj,0.0003835668,0.05000,1.085
10,mlp.experts.34.down_proj,0.0001906115,0.05000,1.185
10,mlp.experts.32.down_proj,0.0001341283,0.05000,1.173
10,mlp.experts.33.down_proj,0.0001895173,0.05000,1.322
10,mlp.experts.35.down_proj,0.0004776669,0.05000,1.299
10,mlp.experts.38.down_proj,0.0003765333,0.05000,1.228
10,mlp.experts.37.down_proj,0.0002444572,0.05000,0.841
10,mlp.experts.36.down_proj,0.0001662100,0.05000,0.981
10,mlp.experts.42.down_proj,0.0001816332,0.05000,0.761
10,mlp.experts.39.down_proj,0.0001424272,0.05000,0.869
10,mlp.experts.40.down_proj,0.0001034210,0.05000,0.843
10,mlp.experts.41.down_proj,0.0002107848,0.05000,0.910
10,mlp.experts.46.down_proj,0.0002237046,0.05000,0.911
10,mlp.experts.43.down_proj,0.0012701915,0.05000,0.891
10,mlp.experts.45.down_proj,0.0000899186,0.05000,0.617
10,mlp.experts.44.down_proj,0.0001315905,0.05000,0.669
10,mlp.experts.50.down_proj,0.0002123892,0.05000,0.647
10,mlp.experts.47.down_proj,0.0003858454,0.05000,0.641
10,mlp.experts.49.down_proj,0.0002352599,0.05000,0.793
10,mlp.experts.48.down_proj,0.0001785104,0.05000,0.821
10,mlp.experts.54.down_proj,0.0010662572,0.05000,0.947
10,mlp.experts.51.down_proj,0.0001304161,0.05000,0.994
10,mlp.experts.52.down_proj,0.0016049445,0.05000,1.445
10,mlp.experts.53.down_proj,0.0004969399,0.05000,1.598
10,mlp.experts.58.down_proj,0.0001473873,0.05000,1.546
10,mlp.experts.55.down_proj,0.0001425801,0.05000,1.623
10,mlp.experts.56.down_proj,0.0002469115,0.05000,1.650
10,mlp.experts.57.down_proj,0.0001825267,0.05000,1.813
10,mlp.experts.62.down_proj,0.0001665606,0.05000,1.943
10,mlp.experts.59.down_proj,0.0001476943,0.05000,1.818
10,mlp.experts.60.down_proj,0.0002644769,0.05000,1.034
10,mlp.experts.61.down_proj,0.0001898735,0.05000,0.796
10,mlp.experts.63.down_proj,0.0002501142,0.05000,0.408
10,mlp.shared_experts.gate_proj,0.0005399700,0.05000,0.700
10,mlp.shared_experts.up_proj,0.0005527355,0.05000,0.718
10,mlp.shared_experts.down_proj,0.0000426659,0.05000,0.163
11,self_attn.kv_a_proj_with_mqa,0.0012935541,0.05000,0.363
11,self_attn.q_proj,0.0120466256,0.05000,0.367
11,self_attn.kv_b_proj,0.0101664644,0.05000,0.050
11,self_attn.o_proj,0.0000239357,0.05000,0.230
11,mlp.experts.0.gate_proj,0.0024336238,0.05000,0.910
11,mlp.experts.3.gate_proj,0.0021482971,0.05000,0.926
11,mlp.experts.2.gate_proj,0.0019071270,0.05000,0.931
11,mlp.experts.1.gate_proj,0.0016387854,0.05000,0.955
11,mlp.experts.4.gate_proj,0.0021595118,0.05000,0.880
11,mlp.experts.7.gate_proj,0.0024309850,0.05000,0.925
11,mlp.experts.6.gate_proj,0.0041441602,0.05000,0.962
11,mlp.experts.5.gate_proj,0.0028786186,0.05000,0.948
11,mlp.experts.8.gate_proj,0.0021990951,0.05000,0.886
11,mlp.experts.11.gate_proj,0.0020264191,0.05000,0.874
11,mlp.experts.9.gate_proj,0.0040481075,0.05000,0.873
11,mlp.experts.10.gate_proj,0.0015841136,0.05000,0.895
11,mlp.experts.12.gate_proj,0.0013783773,0.05000,0.879
11,mlp.experts.15.gate_proj,0.0026966976,0.05000,0.879
11,mlp.experts.13.gate_proj,0.0022396846,0.05000,0.865
11,mlp.experts.14.gate_proj,0.0017750447,0.05000,0.854
11,mlp.experts.16.gate_proj,0.0015377635,0.05000,0.867
11,mlp.experts.19.gate_proj,0.0013946850,0.05000,0.864
11,mlp.experts.18.gate_proj,0.0036177736,0.05000,0.888
11,mlp.experts.17.gate_proj,0.0019672186,0.05000,0.905
11,mlp.experts.20.gate_proj,0.0020335231,0.05000,0.809
11,mlp.experts.23.gate_proj,0.0017893434,0.05000,0.794
11,mlp.experts.22.gate_proj,0.0017164063,0.05000,0.798
11,mlp.experts.21.gate_proj,0.0018479822,0.05000,0.797
11,mlp.experts.24.gate_proj,0.0018073258,0.05000,0.808
11,mlp.experts.27.gate_proj,0.0021914168,0.05000,0.812
11,mlp.experts.26.gate_proj,0.0030000900,0.05000,0.821
11,mlp.experts.25.gate_proj,0.0045350478,0.05000,0.829
11,mlp.experts.28.gate_proj,0.0018750100,0.05000,0.835
11,mlp.experts.31.gate_proj,0.0012107116,0.05000,0.810
11,mlp.experts.30.gate_proj,0.0023724916,0.05000,0.837
11,mlp.experts.29.gate_proj,0.0040267651,0.05000,0.833
11,mlp.experts.35.gate_proj,0.0026191186,0.05000,0.807
11,mlp.experts.32.gate_proj,0.0060964538,0.05000,0.826
11,mlp.experts.34.gate_proj,0.0052493970,0.05000,0.836
11,mlp.experts.33.gate_proj,0.0011361056,0.05000,0.821
11,mlp.experts.36.gate_proj,0.0059027918,0.05000,0.822
11,mlp.experts.39.gate_proj,0.0016819626,0.05000,0.878
11,mlp.experts.38.gate_proj,0.0050277299,0.05000,0.821
11,mlp.experts.37.gate_proj,0.0029410512,0.05000,0.845
11,mlp.experts.40.gate_proj,0.0030684368,0.05000,0.833
11,mlp.experts.43.gate_proj,0.0082482109,0.05000,0.820
11,mlp.experts.42.gate_proj,0.0053187598,0.05000,0.808
11,mlp.experts.41.gate_proj,0.0014100430,0.05000,0.838
11,mlp.experts.47.gate_proj,0.0019558262,0.05000,0.793
11,mlp.experts.44.gate_proj,0.0011174149,0.05000,0.828
11,mlp.experts.46.gate_proj,0.0019012370,0.05000,0.813
11,mlp.experts.45.gate_proj,0.0015861712,0.05000,0.810
11,mlp.experts.51.gate_proj,0.0026642006,0.05000,0.822
11,mlp.experts.48.gate_proj,0.0018316220,0.05000,0.858
11,mlp.experts.50.gate_proj,0.0131020427,0.05000,0.822
11,mlp.experts.49.gate_proj,0.0018249588,0.05000,0.839
11,mlp.experts.55.gate_proj,0.0015122436,0.05000,0.853
11,mlp.experts.52.gate_proj,0.0023904578,0.05000,0.829
11,mlp.experts.54.gate_proj,0.0057863993,0.05000,0.821
11,mlp.experts.53.gate_proj,0.0012941920,0.05000,0.814
11,mlp.experts.59.gate_proj,0.0021532914,0.05000,0.815
11,mlp.experts.56.gate_proj,0.0022920037,0.05000,0.829
11,mlp.experts.58.gate_proj,0.0015155168,0.05000,0.819
11,mlp.experts.57.gate_proj,0.0046845097,0.05000,0.825
11,mlp.experts.63.gate_proj,0.0059190264,0.05000,0.611
11,mlp.experts.60.gate_proj,0.0018724860,0.05000,0.589
11,mlp.experts.62.gate_proj,0.0278542966,0.05000,0.571
11,mlp.experts.3.up_proj,0.0019956943,0.05000,0.824
11,mlp.experts.2.up_proj,0.0017136440,0.05000,0.857
11,mlp.experts.0.up_proj,0.0022431654,0.05000,0.859
11,mlp.experts.61.gate_proj,0.0040541565,0.05000,0.897
11,mlp.experts.4.up_proj,0.0020717466,0.05000,0.803
11,mlp.experts.7.up_proj,0.0021300448,0.05000,0.847
11,mlp.experts.6.up_proj,0.0040302952,0.05000,0.832
11,mlp.experts.1.up_proj,0.0015435647,0.05000,0.823
11,mlp.experts.8.up_proj,0.0020186814,0.05000,0.809
11,mlp.experts.11.up_proj,0.0019021967,0.05000,0.834
11,mlp.experts.10.up_proj,0.0015165635,0.05000,0.829
11,mlp.experts.5.up_proj,0.0027162041,0.05000,0.812
11,mlp.experts.12.up_proj,0.0012646230,0.05000,0.853
11,mlp.experts.14.up_proj,0.0016646538,0.05000,0.821
11,mlp.experts.15.up_proj,0.0026138671,0.05000,0.845
11,mlp.experts.9.up_proj,0.0037632569,0.05000,0.836
11,mlp.experts.19.up_proj,0.0013606568,0.05000,0.806
11,mlp.experts.18.up_proj,0.0029516715,0.05000,0.827
11,mlp.experts.13.up_proj,0.0021025344,0.05000,0.818
11,mlp.experts.16.up_proj,0.0014819731,0.05000,0.871
11,mlp.experts.22.up_proj,0.0016121438,0.05000,0.795
11,mlp.experts.23.up_proj,0.0016115696,0.05000,0.822
11,mlp.experts.17.up_proj,0.0017131503,0.05000,0.815
11,mlp.experts.20.up_proj,0.0016982578,0.05000,0.826
11,mlp.experts.27.up_proj,0.0021378116,0.05000,0.790
11,mlp.experts.26.up_proj,0.0027790213,0.05000,0.818
11,mlp.experts.21.up_proj,0.0017321417,0.05000,0.806
11,mlp.experts.24.up_proj,0.0017606947,0.05000,0.826
11,mlp.experts.30.up_proj,0.0022055469,0.05000,0.816
11,mlp.experts.25.up_proj,0.0042485784,0.05000,0.797
11,mlp.experts.31.up_proj,0.0011814771,0.05000,0.848
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14,mlp.experts.16.gate_proj,0.0040341362,0.05000,0.835
14,mlp.experts.21.gate_proj,0.0014462115,0.05000,0.864
14,mlp.experts.23.gate_proj,0.0027807721,0.05000,0.869
14,mlp.experts.22.gate_proj,0.0019639852,0.05000,0.849
14,mlp.experts.20.gate_proj,0.0031423787,0.05000,0.866
14,mlp.experts.25.gate_proj,0.0034919025,0.05000,0.817
14,mlp.experts.26.gate_proj,0.0026058676,0.05000,0.807
14,mlp.experts.27.gate_proj,0.0068170361,0.05000,0.838
14,mlp.experts.24.gate_proj,0.0042782163,0.05000,0.816
14,mlp.experts.29.gate_proj,0.0044350269,0.05000,0.862
14,mlp.experts.30.gate_proj,0.0041355904,0.05000,0.894
14,mlp.experts.28.gate_proj,0.0052506820,0.05000,0.866
14,mlp.experts.31.gate_proj,0.0076918022,0.05000,0.895
14,mlp.experts.33.gate_proj,0.0019768066,0.05000,0.833
14,mlp.experts.34.gate_proj,0.0017265237,0.05000,0.842
14,mlp.experts.32.gate_proj,0.0065336047,0.05000,0.886
14,mlp.experts.35.gate_proj,0.0021539450,0.05000,0.901
14,mlp.experts.37.gate_proj,0.0074467157,0.05000,0.868
14,mlp.experts.38.gate_proj,0.0058692897,0.05000,0.875
14,mlp.experts.36.gate_proj,0.0025039421,0.05000,0.834
14,mlp.experts.39.gate_proj,0.0066087257,0.05000,0.901
14,mlp.experts.41.gate_proj,0.0049190249,0.05000,0.883
14,mlp.experts.42.gate_proj,0.0018822309,0.05000,0.848
14,mlp.experts.40.gate_proj,0.0018927807,0.05000,0.842
14,mlp.experts.43.gate_proj,0.0053106435,0.05000,0.815
14,mlp.experts.45.gate_proj,0.0013277524,0.05000,0.856
14,mlp.experts.44.gate_proj,0.0017708207,0.05000,0.840
14,mlp.experts.47.gate_proj,0.0022312121,0.05000,0.807
14,mlp.experts.46.gate_proj,0.0023166387,0.05000,0.916
14,mlp.experts.49.gate_proj,0.0029805984,0.05000,0.855
14,mlp.experts.48.gate_proj,0.0047395455,0.05000,0.800
14,mlp.experts.51.gate_proj,0.0021568054,0.05000,0.791
14,mlp.experts.50.gate_proj,0.0019924332,0.05000,0.803
14,mlp.experts.53.gate_proj,0.0037355350,0.05000,0.828
14,mlp.experts.52.gate_proj,0.0017590844,0.05000,0.824
14,mlp.experts.55.gate_proj,0.0071426417,0.05000,0.857
14,mlp.experts.54.gate_proj,0.0053270882,0.05000,0.854
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14,mlp.experts.56.gate_proj,0.0013968166,0.05000,0.792
14,mlp.experts.57.gate_proj,0.0030327609,0.05000,0.811
14,mlp.experts.59.gate_proj,0.0036236273,0.05000,0.830
14,mlp.experts.62.gate_proj,0.0027444424,0.05000,0.816
14,mlp.experts.60.gate_proj,0.0023091781,0.05000,0.821
14,mlp.experts.61.gate_proj,0.0255201583,0.05000,0.858
14,mlp.experts.63.gate_proj,0.0066240792,0.05000,0.852
14,mlp.experts.2.up_proj,0.0021741358,0.05000,0.874
14,mlp.experts.0.up_proj,0.0044770865,0.05000,0.845
14,mlp.experts.1.up_proj,0.0014179293,0.05000,0.811
14,mlp.experts.3.up_proj,0.0019649567,0.05000,0.814
14,mlp.experts.6.up_proj,0.0024767097,0.05000,0.826
14,mlp.experts.4.up_proj,0.0037928412,0.05000,0.811
14,mlp.experts.5.up_proj,0.0018019668,0.05000,0.859
14,mlp.experts.7.up_proj,0.0015197978,0.05000,0.842
14,mlp.experts.10.up_proj,0.0015202773,0.05000,0.840
14,mlp.experts.8.up_proj,0.0047392753,0.05000,0.807
14,mlp.experts.9.up_proj,0.0049854798,0.05000,0.795
14,mlp.experts.11.up_proj,0.0031369235,0.05000,0.796
14,mlp.experts.14.up_proj,0.0016628157,0.05000,0.807
14,mlp.experts.12.up_proj,0.0017727997,0.05000,0.829
14,mlp.experts.13.up_proj,0.0021773887,0.05000,0.834
14,mlp.experts.15.up_proj,0.0022053944,0.05000,0.841
14,mlp.experts.18.up_proj,0.0057983442,0.05000,0.864
14,mlp.experts.16.up_proj,0.0036663739,0.05000,0.795
14,mlp.experts.17.up_proj,0.0019975250,0.05000,0.824
14,mlp.experts.19.up_proj,0.0135587975,0.05000,0.806
14,mlp.experts.22.up_proj,0.0019227926,0.05000,0.822
14,mlp.experts.20.up_proj,0.0030033049,0.05000,0.851
14,mlp.experts.21.up_proj,0.0012573978,0.05000,0.838
14,mlp.experts.23.up_proj,0.0024851696,0.05000,0.829
14,mlp.experts.26.up_proj,0.0024905345,0.05000,0.869
14,mlp.experts.24.up_proj,0.0038952073,0.05000,0.798
14,mlp.experts.27.up_proj,0.0070264780,0.05000,0.791
14,mlp.experts.25.up_proj,0.0031551499,0.05000,0.827
14,mlp.experts.30.up_proj,0.0039335806,0.05000,0.819
14,mlp.experts.28.up_proj,0.0049700525,0.05000,0.842
14,mlp.experts.31.up_proj,0.0072094186,0.05000,0.825
14,mlp.experts.29.up_proj,0.0042055097,0.05000,0.856
14,mlp.experts.34.up_proj,0.0015283496,0.05000,0.860
14,mlp.experts.32.up_proj,0.0060824255,0.05000,0.833
14,mlp.experts.35.up_proj,0.0019450690,0.05000,0.832
14,mlp.experts.33.up_proj,0.0018148535,0.05000,0.814
14,mlp.experts.38.up_proj,0.0052112748,0.05000,0.872
14,mlp.experts.36.up_proj,0.0024108568,0.05000,0.863
14,mlp.experts.37.up_proj,0.0064882007,0.05000,0.818
14,mlp.experts.39.up_proj,0.0059707302,0.05000,0.845
14,mlp.experts.42.up_proj,0.0018514378,0.05000,0.828
14,mlp.experts.40.up_proj,0.0018150956,0.05000,0.826
14,mlp.experts.41.up_proj,0.0047953623,0.05000,0.796
14,mlp.experts.43.up_proj,0.0049273698,0.05000,0.829
14,mlp.experts.46.up_proj,0.0022065585,0.05000,0.829
14,mlp.experts.44.up_proj,0.0017190754,0.05000,0.810
14,mlp.experts.45.up_proj,0.0012708116,0.05000,0.815
14,mlp.experts.47.up_proj,0.0020605867,0.05000,0.811
14,mlp.experts.50.up_proj,0.0019039754,0.05000,0.812
14,mlp.experts.48.up_proj,0.0047456695,0.05000,0.805
14,mlp.experts.49.up_proj,0.0027510658,0.05000,0.806
14,mlp.experts.51.up_proj,0.0020964810,0.05000,0.820
14,mlp.experts.54.up_proj,0.0050476982,0.05000,0.807
14,mlp.experts.58.up_proj,fallback(rtn): 0.0029755,0.00000,0.015
14,mlp.experts.52.up_proj,0.0016210051,0.05000,0.834
14,mlp.experts.53.up_proj,0.0032640225,0.05000,0.832
14,mlp.experts.55.up_proj,0.0069650028,0.05000,0.824
14,mlp.experts.62.up_proj,0.0025033011,0.05000,0.826
14,mlp.experts.56.up_proj,0.0012825226,0.05000,0.672
14,mlp.experts.57.up_proj,0.0029344760,0.05000,0.669
14,mlp.experts.59.up_proj,0.0035884024,0.05000,0.659
14,mlp.experts.60.up_proj,0.0020895325,0.05000,0.573
14,mlp.experts.61.up_proj,0.0236999293,0.05000,0.559
14,mlp.experts.63.up_proj,0.0055738509,0.05000,0.534
14,mlp.experts.1.down_proj,0.0002893521,0.05000,0.544
14,mlp.experts.3.down_proj,0.0001977700,0.05000,0.554
14,mlp.experts.0.down_proj,0.0007130568,0.05000,0.578
14,mlp.experts.2.down_proj,0.0001764705,0.05000,0.582
14,mlp.experts.7.down_proj,0.0001429751,0.05000,0.546
14,mlp.experts.5.down_proj,0.0002346180,0.05000,0.570
14,mlp.experts.4.down_proj,0.0004163543,0.05000,0.547
14,mlp.experts.6.down_proj,0.0003216013,0.05000,0.568
14,mlp.experts.8.down_proj,0.0005768727,0.05000,0.546
14,mlp.experts.11.down_proj,0.0003560263,0.05000,0.577
14,mlp.experts.9.down_proj,0.0009273333,0.05000,0.577
14,mlp.experts.10.down_proj,0.0002099084,0.05000,0.584
14,mlp.experts.12.down_proj,0.0003150121,0.05000,0.563
14,mlp.experts.15.down_proj,0.0001778829,0.05000,0.562
14,mlp.experts.13.down_proj,0.0002379958,0.05000,0.585
14,mlp.experts.14.down_proj,0.0002140156,0.05000,0.558
14,mlp.experts.16.down_proj,0.0005621993,0.05000,0.574
14,mlp.experts.19.down_proj,0.0014261404,0.05000,0.573
14,mlp.experts.17.down_proj,0.0002887626,0.05000,0.595
14,mlp.experts.18.down_proj,0.0008090319,0.05000,0.631
14,mlp.experts.23.down_proj,0.0003166678,0.05000,0.564
14,mlp.experts.20.down_proj,0.0002993098,0.05000,0.596
14,mlp.experts.21.down_proj,0.0002962636,0.05000,0.581
14,mlp.experts.22.down_proj,0.0003001446,0.05000,0.566
14,mlp.experts.27.down_proj,0.0008447258,0.05000,0.636
14,mlp.experts.24.down_proj,0.0005550112,0.05000,0.629
14,mlp.experts.25.down_proj,0.0006843210,0.05000,0.607
14,mlp.experts.26.down_proj,0.0005281262,0.05000,0.597
14,mlp.experts.28.down_proj,0.0005456677,0.05000,0.561
14,mlp.experts.31.down_proj,0.0007331127,0.05000,0.585
14,mlp.experts.29.down_proj,0.0007398026,0.05000,0.579
14,mlp.experts.30.down_proj,0.0004444697,0.05000,0.570
14,mlp.experts.32.down_proj,0.0006756398,0.05000,0.552
14,mlp.experts.35.down_proj,0.0003415944,0.05000,0.566
14,mlp.experts.33.down_proj,0.0002254181,0.05000,0.575
14,mlp.experts.34.down_proj,0.0004302100,0.05000,0.572
14,mlp.experts.36.down_proj,0.0001702104,0.05000,0.549
14,mlp.experts.39.down_proj,0.0006660507,0.05000,0.573
14,mlp.experts.37.down_proj,0.0013177813,0.05000,0.571
14,mlp.experts.38.down_proj,0.0007987546,0.05000,0.565
14,mlp.experts.40.down_proj,0.0002113542,0.05000,0.574
14,mlp.experts.43.down_proj,0.0005549976,0.05000,0.583
14,mlp.experts.42.down_proj,0.0003215429,0.05000,0.560
14,mlp.experts.41.down_proj,0.0008260052,0.05000,0.605
14,mlp.experts.44.down_proj,0.0002615178,0.05000,0.562
14,mlp.experts.47.down_proj,0.0004461980,0.05000,0.570
14,mlp.experts.46.down_proj,0.0003074403,0.05000,0.571
14,mlp.experts.45.down_proj,0.0003011877,0.05000,0.575
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14,mlp.experts.50.down_proj,0.0002349387,0.05000,0.558
14,mlp.experts.49.down_proj,0.0004682675,0.05000,0.554
14,mlp.experts.52.down_proj,0.0002679920,0.05000,0.548
14,mlp.experts.55.down_proj,0.0009002911,0.05000,0.540
14,mlp.experts.54.down_proj,0.0006689026,0.05000,0.554
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14,mlp.experts.53.down_proj,0.0004900380,0.05000,0.570
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15,self_attn.q_proj,0.0085819242,0.05000,0.381
15,self_attn.kv_a_proj_with_mqa,0.0008696573,0.05000,0.380
15,self_attn.kv_b_proj,0.0087726753,0.05000,0.060
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15,mlp.experts.0.gate_proj,0.0032108575,0.05000,0.796
15,mlp.experts.2.gate_proj,0.0025512050,0.05000,0.804
15,mlp.experts.3.gate_proj,0.0040049142,0.05000,0.832
15,mlp.experts.1.gate_proj,0.0026759581,0.05000,0.845
15,mlp.experts.4.gate_proj,0.0032350523,0.05000,0.825
15,mlp.experts.7.gate_proj,0.0020227791,0.05000,0.802
15,mlp.experts.5.gate_proj,0.0016901955,0.05000,0.831
15,mlp.experts.6.gate_proj,0.0020009849,0.05000,0.880
15,mlp.experts.11.gate_proj,0.0080518305,0.05000,0.797
15,mlp.experts.8.gate_proj,0.0060162867,0.05000,0.823
15,mlp.experts.9.gate_proj,0.0026703093,0.05000,0.810
15,mlp.experts.10.gate_proj,0.0031201955,0.05000,0.819
15,mlp.experts.15.gate_proj,0.0042255150,0.05000,0.800
15,mlp.experts.12.gate_proj,0.0036598464,0.05000,0.809
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15,mlp.experts.14.gate_proj,0.0041117075,0.05000,0.805
15,mlp.experts.19.gate_proj,0.0015552045,0.05000,0.807
15,mlp.experts.16.gate_proj,0.0021752695,0.05000,0.833
15,mlp.experts.18.gate_proj,0.0031140226,0.05000,0.824
15,mlp.experts.17.gate_proj,0.0018846598,0.05000,0.839
15,mlp.experts.23.gate_proj,0.0026863255,0.05000,0.808
15,mlp.experts.20.gate_proj,0.0134494379,0.05000,0.814
15,mlp.experts.21.gate_proj,0.0034851939,0.05000,0.800
15,mlp.experts.22.gate_proj,0.0031416574,0.05000,0.835
15,mlp.experts.27.gate_proj,0.0075680363,0.05000,0.822
15,mlp.experts.24.gate_proj,0.0023148037,0.05000,0.826
15,mlp.experts.25.gate_proj,0.0036423003,0.05000,0.818
15,mlp.experts.26.gate_proj,0.0015980859,0.05000,0.830
15,mlp.experts.31.gate_proj,0.0035030343,0.05000,0.838
15,mlp.experts.28.gate_proj,0.0085118453,0.05000,0.810
15,mlp.experts.29.gate_proj,0.0019711848,0.05000,0.812
15,mlp.experts.30.gate_proj,0.0018777153,0.05000,0.812
15,mlp.experts.32.gate_proj,0.0019656223,0.05000,0.799
15,mlp.experts.35.gate_proj,0.0073921423,0.05000,0.846
15,mlp.experts.33.gate_proj,0.0093605608,0.05000,0.800
15,mlp.experts.34.gate_proj,0.0084570010,0.05000,0.842
15,mlp.experts.39.gate_proj,0.0049911214,0.05000,0.826
15,mlp.experts.36.gate_proj,0.0031053254,0.05000,0.869
15,mlp.experts.37.gate_proj,0.0024867132,0.05000,0.897
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15,mlp.experts.40.gate_proj,0.0287429641,0.05000,0.836
15,mlp.experts.42.gate_proj,0.0080701542,0.05000,0.812
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15,mlp.experts.46.gate_proj,0.0056364697,0.05000,0.874
15,mlp.experts.45.gate_proj,0.0018093048,0.05000,0.850
15,mlp.experts.51.gate_proj,0.0021769573,0.05000,0.858
15,mlp.experts.48.gate_proj,0.0035435759,0.05000,0.845
15,mlp.experts.50.gate_proj,0.0027222410,0.05000,0.843
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15,mlp.experts.55.gate_proj,0.0041809563,0.05000,0.857
15,mlp.experts.52.gate_proj,0.0045208274,0.05000,0.849
15,mlp.experts.54.gate_proj,0.0063861595,0.05000,0.874
15,mlp.experts.53.gate_proj,0.0052752924,0.05000,0.861
15,mlp.experts.59.gate_proj,0.0028373525,0.05000,0.904
15,mlp.experts.56.gate_proj,0.0033943431,0.05000,0.882
15,mlp.experts.57.gate_proj,0.0033421583,0.05000,0.844
15,mlp.experts.61.gate_proj,fallback(rtn): 0.0031281,0.00000,0.014
15,mlp.experts.58.gate_proj,0.0021167109,0.05000,0.879
15,mlp.experts.60.gate_proj,0.0054523047,0.05000,0.816
15,mlp.experts.63.gate_proj,0.0014668593,0.05000,0.853
15,mlp.experts.1.up_proj,0.0025442558,0.05000,0.822
15,mlp.experts.62.gate_proj,0.0026677538,0.05000,0.824
15,mlp.experts.3.up_proj,0.0036152748,0.05000,0.826
15,mlp.experts.0.up_proj,0.0033703668,0.05000,0.871
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15,mlp.experts.2.up_proj,0.0022262796,0.05000,0.846
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15,mlp.experts.9.up_proj,0.0025193557,0.05000,0.809
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15,mlp.experts.11.up_proj,0.0072376418,0.05000,0.840
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15,mlp.experts.15.up_proj,0.0040889472,0.05000,0.825
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15,mlp.experts.53.up_proj,0.0047376599,0.05000,0.840
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16,self_attn.q_proj,0.0062460393,0.05000,0.402
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16,mlp.experts.1.gate_proj,0.0037178477,0.05000,0.797
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16,mlp.experts.0.gate_proj,0.0057883023,0.05000,0.822
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16,mlp.experts.5.gate_proj,0.0018866926,0.05000,0.826
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16,mlp.experts.8.gate_proj,0.0044787586,0.05000,0.808
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16,mlp.experts.28.gate_proj,0.0027435652,0.05000,0.806
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16,mlp.experts.35.gate_proj,0.0026468033,0.05000,0.812
16,mlp.experts.33.gate_proj,0.0026932011,0.05000,0.864
16,mlp.experts.32.gate_proj,0.0029547129,0.05000,0.843
16,mlp.experts.34.gate_proj,0.0020459469,0.05000,0.949
16,mlp.experts.39.gate_proj,0.0037892004,0.05000,0.915
16,mlp.experts.37.gate_proj,0.0026767019,0.05000,0.870
16,mlp.experts.36.gate_proj,0.0025227216,0.05000,0.931
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16,mlp.experts.43.gate_proj,0.0049265828,0.05000,0.869
16,mlp.experts.41.gate_proj,0.0047699329,0.05000,0.868
16,mlp.experts.40.gate_proj,0.0024366671,0.05000,0.894
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16,mlp.experts.52.gate_proj,0.0027846597,0.05000,0.847
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16,mlp.experts.59.gate_proj,0.0185350288,0.05000,0.855
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16,mlp.experts.63.gate_proj,0.0032642430,0.05000,0.884
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16,mlp.experts.4.up_proj,0.0033547552,0.05000,0.885
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16,mlp.experts.20.up_proj,0.0037102142,0.05000,0.854
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16,mlp.experts.35.up_proj,0.0026599909,0.05000,0.897
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16,mlp.experts.39.up_proj,0.0036320731,0.05000,0.883
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16,mlp.experts.42.up_proj,0.0051124834,0.05000,0.891
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16,mlp.experts.45.up_proj,0.0023883966,0.05000,0.847
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16,mlp.experts.44.up_proj,0.0053246774,0.05000,0.896
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18,mlp.experts.20.gate_proj,0.0032859282,0.05000,0.841
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18,mlp.experts.30.gate_proj,0.0046579783,0.05000,0.894
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18,mlp.experts.53.gate_proj,0.0079526714,0.05000,0.859
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18,mlp.experts.59.gate_proj,0.0050257190,0.05000,0.855
18,mlp.experts.58.gate_proj,0.0053323012,0.05000,0.914
18,mlp.experts.60.gate_proj,0.0025935105,0.05000,0.891
18,mlp.experts.61.gate_proj,0.0055283257,0.05000,0.904
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18,mlp.experts.0.up_proj,0.0172598343,0.05000,0.929
18,mlp.experts.3.up_proj,0.0038553050,0.05000,0.893
18,mlp.experts.2.up_proj,0.0044503324,0.05000,0.933
18,mlp.experts.5.up_proj,0.0062914851,0.05000,0.880
18,mlp.experts.4.up_proj,0.0025297332,0.05000,0.916
18,mlp.experts.6.up_proj,0.0038784871,0.05000,0.885
18,mlp.experts.7.up_proj,0.0038428615,0.05000,0.972
18,mlp.experts.9.up_proj,0.0236448735,0.05000,0.909
18,mlp.experts.8.up_proj,0.0023601418,0.05000,0.871
18,mlp.experts.10.up_proj,0.0069512905,0.05000,0.890
18,mlp.experts.11.up_proj,0.0035032402,0.05000,0.874
18,mlp.experts.13.up_proj,0.0182560740,0.05000,0.881
18,mlp.experts.12.up_proj,0.0051619019,0.05000,0.889
18,mlp.experts.15.up_proj,0.0020064308,0.05000,0.826
18,mlp.experts.14.up_proj,0.0059430533,0.05000,0.855
18,mlp.experts.17.up_proj,0.0077671195,0.05000,0.830
18,mlp.experts.16.up_proj,0.0031395878,0.05000,0.863
18,mlp.experts.19.up_proj,0.0055176339,0.05000,0.875
18,mlp.experts.18.up_proj,0.0019793681,0.05000,0.862
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18,mlp.experts.20.up_proj,0.0031908860,0.05000,0.866
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18,mlp.experts.25.up_proj,0.0030117464,0.05000,0.851
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18,mlp.experts.24.up_proj,0.0034862149,0.05000,0.845
18,mlp.experts.27.up_proj,0.0204467177,0.05000,0.827
18,mlp.experts.29.up_proj,0.0042234520,0.05000,0.877
18,mlp.experts.28.up_proj,0.0029627697,0.05000,0.863
18,mlp.experts.30.up_proj,0.0042001715,0.05000,0.899
18,mlp.experts.31.up_proj,0.0042661545,0.05000,0.960
18,mlp.experts.33.up_proj,0.0024590007,0.05000,0.886
18,mlp.experts.34.up_proj,0.0049096578,0.05000,0.856
18,mlp.experts.32.up_proj,0.0031053971,0.05000,0.915
18,mlp.experts.35.up_proj,0.0169303139,0.05000,0.881
18,mlp.experts.37.up_proj,0.0047636407,0.05000,0.852
18,mlp.experts.38.up_proj,0.0042579514,0.05000,0.853
18,mlp.experts.36.up_proj,0.0023166870,0.05000,0.884
18,mlp.experts.39.up_proj,0.0065287321,0.05000,0.888
18,mlp.experts.41.up_proj,0.0031966780,0.05000,0.864
18,mlp.experts.42.up_proj,0.0115348230,0.05000,0.860
18,mlp.experts.40.up_proj,0.0045324289,0.05000,0.867
18,mlp.experts.43.up_proj,0.0036467213,0.05000,0.916
18,mlp.experts.45.up_proj,0.0033907706,0.05000,0.868
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18,mlp.experts.44.up_proj,0.0055220595,0.05000,0.821
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18,mlp.experts.49.up_proj,0.0037055099,0.05000,0.853
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