model_size,task,metric,scope,mean_cross_bit,mean_within_bit_seed,gamma
1B,mnli,fro_dist,all_cross_bit,0.6526930394090579,0.8337579808088387,0.7828327337579095
1B,mnli,fro_dist,bf16_vs_int8,0.5577950576766303,0.8337579808088387,0.6690131555148733
1B,mnli,fro_dist,bf16_vs_nf4,0.6933113789638745,0.8337579808088387,0.8315499160695107
1B,mnli,fro_dist,int8_vs_nf4,0.7069726815866687,0.8337579808088387,0.8479351296893446
1B,mnli,rel_fro_dist,all_cross_bit,1.066695616150424,1.3639320810674842,0.7820738517386969
1B,mnli,rel_fro_dist,bf16_vs_int8,0.9002595440536015,1.3639320810674842,0.6600471948346662
1B,mnli,rel_fro_dist,bf16_vs_nf4,1.1470063089639144,1.3639320810674842,0.8409555907404184
1B,mnli,rel_fro_dist,int8_vs_nf4,1.1528209954337556,1.3639320810674842,0.8452187696410058
1B,qqp,fro_dist,all_cross_bit,0.5163403612230755,0.7845696807866985,0.6581191879672613
1B,qqp,fro_dist,bf16_vs_int8,0.3792295097492937,0.7845696807866985,0.48335988381431616
1B,qqp,fro_dist,bf16_vs_nf4,0.5799185152562666,0.7845696807866985,0.7391548889255758
1B,qqp,fro_dist,int8_vs_nf4,0.5898730586636662,0.7845696807866985,0.7518427911618922
1B,qqp,rel_fro_dist,all_cross_bit,0.8725825227261609,1.3350018608010648,0.6536189561582856
1B,qqp,rel_fro_dist,bf16_vs_int8,0.638668993909774,1.3350018608010648,0.47840307393020576
1B,qqp,rel_fro_dist,bf16_vs_nf4,0.9815370239240376,1.3350018608010648,0.7352327009754642
1B,qqp,rel_fro_dist,int8_vs_nf4,0.9975415503446708,1.3350018608010648,0.7472210935691868
1B,rte,fro_dist,all_cross_bit,0.18093817349487798,0.2906795762022701,0.6224660702304441
1B,rte,fro_dist,bf16_vs_int8,0.14284355741098761,0.2906795762022701,0.49141243178223704
1B,rte,fro_dist,bf16_vs_nf4,0.20273720746338328,0.2906795762022701,0.6974594160076389
1B,rte,fro_dist,int8_vs_nf4,0.19723375561026305,0.2906795762022701,0.6785263629014563
1B,rte,rel_fro_dist,all_cross_bit,0.8718819801133125,1.406284807878291,0.6199896174863399
1B,rte,rel_fro_dist,bf16_vs_int8,0.6741564539245782,1.406284807878291,0.4793882790653912
1B,rte,rel_fro_dist,bf16_vs_nf4,0.9751335937371138,1.406284807878291,0.6934111698243619
1B,rte,rel_fro_dist,int8_vs_nf4,0.9663558926782455,1.406284807878291,0.6871694035692664
1B,sst2,fro_dist,all_cross_bit,0.4704440202501158,0.7107106672561826,0.6619346548805066
1B,sst2,fro_dist,bf16_vs_int8,0.3820148210336723,0.7107106672561826,0.5375110275303794
1B,sst2,fro_dist,bf16_vs_nf4,0.5118049921670879,0.7107106672561826,0.7201312935726667
1B,sst2,fro_dist,int8_vs_nf4,0.517512247549587,0.7107106672561826,0.7281616435384735
1B,sst2,rel_fro_dist,all_cross_bit,0.879961851608447,1.3484432176255987,0.6525761263851544
1B,sst2,rel_fro_dist,bf16_vs_int8,0.7048733917089249,1.3484432176255987,0.5227312373969285
1B,sst2,rel_fro_dist,bf16_vs_nf4,0.9637716251560556,1.3484432176255987,0.7147291132162831
1B,sst2,rel_fro_dist,int8_vs_nf4,0.9712405379603598,1.3484432176255987,0.7202680285422512
1B,ALL,fro_dist,all_cross_bit,0.4551038985942818,0.6549294762634975,0.6948899310361472
1B,ALL,fro_dist,bf16_vs_int8,0.365470736467646,0.6549294762634975,0.5580306730928175
1B,ALL,fro_dist,bf16_vs_nf4,0.49694302346265307,0.6549294762634975,0.7587733358678732
1B,ALL,fro_dist,int8_vs_nf4,0.5028979358525462,0.6549294762634975,0.7678657841477506
1B,ALL,rel_fro_dist,all_cross_bit,0.922780492649586,1.3634154918431096,0.6768153201795742
1B,ALL,rel_fro_dist,bf16_vs_int8,0.7294895958992197,1.3634154918431096,0.5350456997617592
1B,ALL,rel_fro_dist,bf16_vs_nf4,1.0168621379452805,1.3634154918431096,0.7458197035524754
1B,ALL,rel_fro_dist,int8_vs_nf4,1.021989744104258,1.3634154918431096,0.7495805572244884
3B,mnli,fro_dist,all_cross_bit,0.7922745498628846,1.0207263578097083,0.7761870199599435
3B,mnli,fro_dist,bf16_vs_int8,0.6869251475125248,1.0207263578097083,0.6729767897701204
3B,mnli,fro_dist,bf16_vs_nf4,0.8464359699629802,1.0207263578097083,0.8292486654104599
3B,mnli,fro_dist,int8_vs_nf4,0.8434625321131493,1.0207263578097083,0.8263356046992509
3B,mnli,rel_fro_dist,all_cross_bit,1.033435665893239,1.356604167368904,0.7617812850284537
3B,mnli,rel_fro_dist,bf16_vs_int8,0.8855173190890936,1.356604167368904,0.6527455394793087
3B,mnli,rel_fro_dist,bf16_vs_nf4,1.1139672873086177,1.356604167368904,0.8211439372688396
3B,mnli,rel_fro_dist,int8_vs_nf4,1.1008223912820054,1.356604167368904,0.8114543783372122
3B,qqp,fro_dist,all_cross_bit,0.734151244220221,0.9821085666777771,0.7475255477138006
3B,qqp,fro_dist,bf16_vs_int8,0.6338927104289569,0.9821085666777771,0.6454405673023038
3B,qqp,fro_dist,bf16_vs_nf4,0.7774591185798495,0.9821085666777771,0.7916223775644229
3B,qqp,fro_dist,int8_vs_nf4,0.7911019036518564,0.9821085666777771,0.8055136982746749
3B,qqp,rel_fro_dist,all_cross_bit,0.9798358140250126,1.3401034399612872,0.7311643152362314
3B,qqp,rel_fro_dist,bf16_vs_int8,0.8394968307497196,1.3401034399612872,0.6264418146512413
3B,qqp,rel_fro_dist,bf16_vs_nf4,1.0424869248189976,1.3401034399612872,0.7779152666372626
3B,qqp,rel_fro_dist,int8_vs_nf4,1.0575236865063202,1.3401034399612872,0.7891358644201897
3B,rte,fro_dist,all_cross_bit,0.26830059428233516,0.4060586194933992,0.6607435020516701
3B,rte,fro_dist,bf16_vs_int8,0.2262713475072175,0.4060586194933992,0.5572381342120376
3B,rte,fro_dist,bf16_vs_nf4,0.2905838430111468,0.4060586194933992,0.7156204278428585
3B,rte,fro_dist,int8_vs_nf4,0.2880465923286411,0.4060586194933992,0.7093719441001142
3B,rte,rel_fro_dist,all_cross_bit,0.9116807759680449,1.3953561552645721,0.6533677961202543
3B,rte,rel_fro_dist,bf16_vs_int8,0.7660279626736285,1.3953561552645721,0.5489838273787402
3B,rte,rel_fro_dist,bf16_vs_nf4,0.9807461654864895,1.3953561552645721,0.7028643990182787
3B,rte,rel_fro_dist,int8_vs_nf4,0.9882681997440168,1.3953561552645721,0.7082551619637442
3B,sst2,fro_dist,all_cross_bit,0.6518269363176822,0.8444055412588615,0.7719358820714532
3B,sst2,fro_dist,bf16_vs_int8,0.5844170578948478,0.8444055412588615,0.6921047166786516
3B,sst2,fro_dist,bf16_vs_nf4,0.6835017183563643,0.8444055412588615,0.8094472205113462
3B,sst2,fro_dist,int8_vs_nf4,0.6875620327018345,0.8444055412588615,0.8142557090243621
3B,sst2,rel_fro_dist,all_cross_bit,1.0419289040966933,1.3629944066598174,0.7644410710753142
3B,sst2,rel_fro_dist,bf16_vs_int8,0.9310403553393082,1.3629944066598174,0.6830845018806314
3B,sst2,rel_fro_dist,bf16_vs_nf4,1.1007882207273187,1.3629944066598174,0.8076248995217327
3B,sst2,rel_fro_dist,int8_vs_nf4,1.093958136223453,1.3629944066598174,0.8026138118235787
3B,ALL,fro_dist,all_cross_bit,0.6116383311707807,0.8133247713099365,0.7520222582003487
3B,ALL,fro_dist,bf16_vs_int8,0.5328765658358867,0.8133247713099365,0.6551830026984652
3B,ALL,fro_dist,bf16_vs_nf4,0.6494951624775853,0.8133247713099365,0.798568032584956
3B,ALL,fro_dist,int8_vs_nf4,0.6525432651988703,0.8133247713099365,0.8023157393176253
3B,ALL,rel_fro_dist,all_cross_bit,0.9917202899957475,1.3637645423136453,0.7271931915118429
3B,ALL,rel_fro_dist,bf16_vs_int8,0.8555206169629374,1.3637645423136453,0.6273228188727761
3B,ALL,rel_fro_dist,bf16_vs_nf4,1.059497149585356,1.3637645423136453,0.776891550346297
3B,ALL,rel_fro_dist,int8_vs_nf4,1.0601431034389488,1.3637645423136453,0.7773652053164555