optimizer,frac_dataset,tokens,val_loss,val_ppl,bleu,bleu_human_ref
adamw,0.0,0,9.790605514526368,17865.12048319641,0.6520166401004373,0.21961258356665092
adamw,0.09999808677129902,4014080,5.276014236450195,195.58874918654095,1.8386302810209183,0.39672461105871515
adamw,0.19999617354259805,8028160,4.777371162414551,118.7916552448276,2.3804580744768002,0.4371759768018402
adamw,0.29999426031389703,12042240,4.5274109954833985,92.51871935814047,2.591888754980902,0.4507775742167915
adamw,0.3999923470851961,16056320,4.350938163757324,77.55118451819814,2.968062788596609,0.6150003026140262
adamw,0.4999904338564951,20070400,4.209921165466309,67.35122999801062,3.3074565410418972,0.6676383300769726
adamw,0.5999885206277941,24084480,4.081507514953613,59.23469977094093,3.3857978832072084,0.698271017707921
adamw,0.6999866073990931,28098560,3.986199119567871,53.84982315503114,3.856898813515082,0.9346178783705015
adamw,0.7999846941703922,32112640,3.9101025314331053,49.90406844675933,3.5199815041655143,0.9288059675262746
adamw,0.8999827809416912,36126720,3.8608259086608885,47.50456960675304,3.624054799307159,1.1968383897243418
adamw,0.9999808677129902,40140800,3.8300798034667967,46.066214331135704,4.3420847588880305,1.338309305020514
mars,0.0,0,9.790605514526368,17865.12048319641,0.6520166401004373,0.21961258356665092
mars,0.09999808677129902,4014080,5.255818473815918,191.67830534330287,2.1100011305981847,0.3595854728773373
mars,0.19999617354259805,8028160,4.743253387451172,114.80710674930731,2.8153529176532874,0.6631090461682219
mars,0.29999426031389703,12042240,4.483052402496338,88.50441187766341,2.394609764189568,0.32274921788910355
mars,0.3999923470851961,16056320,4.289565570831299,72.93477662181597,3.102585351714178,0.5658133922368692
mars,0.4999904338564951,20070400,4.132489570617675,62.33291211296792,3.2738047877151746,1.0284304890674185
mars,0.5999885206277941,24084480,4.001484092712403,54.67923890653873,3.5034079758378236,1.1383972686127537
mars,0.6999866073990931,28098560,3.902709747314453,49.536498797693746,3.7939678039631177,1.203378223962761
mars,0.7999846941703922,32112640,3.8248888931274414,45.827708310110616,4.032093668567457,1.3073597901533878
mars,0.8999827809416912,36126720,3.7726806468963625,43.49650747308646,4.170239171949504,1.1674288858646822
mars,0.9999808677129902,40140800,3.7394594593048094,42.07524063720369,4.215608656483604,1.2224210509361482
lion,0.0,0,9.790605514526368,17865.12048319641,0.6520166401004373,0.21961258356665092
lion,0.09999808677129902,4014080,5.5707827606201175,262.63960273807,0.5670541586121048,0.10050117740800427
lion,0.19999617354259805,8028160,5.140146667480469,170.74080860919193,2.137822099862203,0.42542497496549553
lion,0.29999426031389703,12042240,4.8273578529357914,124.88057154317731,2.283107339765848,0.4729351646374085
lion,0.3999923470851961,16056320,4.617927619934082,101.2839157162838,2.908211845554565,0.5309605787059037
lion,0.4999904338564951,20070400,4.46545565032959,86.96064416003244,3.0191130914721476,0.6578331224142393
lion,0.5999885206277941,24084480,4.345056930541992,77.09642649571248,2.6581851999926367,0.5203958426429038
lion,0.6999866073990931,28098560,4.252691955566406,70.29438724358334,2.853559414749718,0.48219352305109525
lion,0.7999846941703922,32112640,4.184875904083252,65.68534912732937,3.155951543285766,0.6832783179961287
lion,0.8999827809416912,36126720,4.135364860534668,62.512395215988036,2.9606922184483153,0.5489442021920979
lion,0.9999808677129902,40140800,4.102442771911621,60.487865333032985,3.3781852579367238,1.007525339808822
muon,0.0,0,9.790605514526368,17865.12048319641,0.6520166401004373,0.21961258356665092
muon,0.09999808677129902,4014080,4.909049217224121,135.51051207828348,2.8256054745651538,0.6449652423056137
muon,0.19999617354259805,8028160,4.444674755096435,85.17217151718559,3.244438682862472,0.8131568041104581
muon,0.29999426031389703,12042240,4.174252834320068,64.99126227493173,3.059932864021162,0.9062086050992715
muon,0.3999923470851961,16056320,4.00778205871582,55.02469358331698,3.5074512484939864,0.8174420628578285
muon,0.4999904338564951,20070400,3.8835026149749754,48.59412384099821,3.84872475003819,0.8281029692333424
muon,0.5999885206277941,24084480,3.777597801208496,43.710913213426906,3.7517695660084778,1.251016287211522
muon,0.6999866073990931,28098560,3.691198703765869,40.09287764767156,4.1842010567697585,1.3625627740290598
muon,0.7999846941703922,32112640,3.6226367206573484,37.436146463483006,4.0931763947356465,1.3751417905614964
muon,0.8999827809416912,36126720,3.5743600845336916,35.6717865825006,4.485001421756144,1.354765325507541
muon,0.9999808677129902,40140800,3.545899326324463,34.67085173543859,3.997071143178155,1.2157973707101464
sophia,0.0,0,9.790605514526368,17865.12048319641,0.6520166401004373,0.21961258356665092
sophia,0.09999808677129902,4014080,5.57558878326416,263.9048926866677,0.5804554348423273,0.17737047377050666
sophia,0.19999617354259805,8028160,5.107292381286621,165.222389454075,2.4013538319013423,0.4719822086676369
sophia,0.29999426031389703,12042240,4.817172409057617,123.6150633124251,2.3615786833648724,0.5395022941902158
sophia,0.3999923470851961,16056320,4.622074081420898,101.70475747113373,2.8030273237822723,0.5673420305585674
sophia,0.4999904338564951,20070400,4.472356239318848,87.56279904585394,2.9596280366032772,0.5718658724859302
sophia,0.5999885206277941,24084480,4.345115146636963,77.10091487924605,2.646262069544054,0.5771964947423011
sophia,0.6999866073990931,28098560,4.248372814178467,69.99143057361655,3.5754140456736776,0.6646246472432126
sophia,0.7999846941703922,32112640,4.175824672698974,65.09349836352355,3.406164811431695,0.9918408360807767
sophia,0.8999827809416912,36126720,4.127211578369141,62.0047861708189,3.388267633091336,0.9818227969055935
sophia,0.9999808677129902,40140800,4.095900161743164,60.09340860561834,3.7665308993611517,1.1229165032223472