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Running
| epoch,train_loss,train_token_acc,val_loss,val_token_acc,val_exact_match,lr | |
| 1,4.571310739363393,0.4875394985560448,4.100279062025009,0.4860224627679394,0.0020232675771370764,0.0 | |
| 2,4.185810569793947,0.4881051786003574,3.5438996207329536,0.48893061664796644,0.0070814365199797676,1.6666666666666667e-05 | |
| 3,4.087911452977888,0.4900566367132048,3.445620829059232,0.4951111376285553,0.01163378856853819,3.3333333333333335e-05 | |
| 4,3.990954642334292,0.49351433460270205,3.208883285522461,0.5044062185672021,0.01618614061709661,5e-05 | |
| 5,3.8193023397076513,0.5003158708493556,3.042637663502847,0.5100874323998729,0.02326757713707638,4.998688922613788e-05 | |
| 6,3.674013979973332,0.5090347492406445,2.97844357644358,0.5153249992478278,0.035912999494183105,4.9947570655942796e-05 | |
| 7,3.60646590590477,0.5142905303547459,2.830390130319903,0.5258205475345734,0.04704097116843703,4.988208552916535e-05 | |
| 8,3.4750572664122426,0.5237161562808098,2.7573374702084448,0.5270709347340369,0.058168942842690946,4.9790502530660635e-05 | |
| 9,3.3614625507785427,0.5317889489233494,2.552063080572313,0.5405116658056935,0.07840161861406171,4.967291771834727e-05 | |
| 10,3.2555151716355355,0.5409267292388024,2.472703872188445,0.5528598696954788,0.09711684370257967,4.9529454422455976e-05 | |
| 11,3.2020990339017685,0.5468755643213948,2.3792619628290974,0.5602290149657957,0.1112797167425392,4.936026311617316e-05 | |
| 12,3.146590768329559,0.5516119780800035,2.310498176082488,0.567494027076229,0.12898330804248861,4.916552125781528e-05 | |
| 13,3.1102321522851146,0.5555700880865897,2.3712542826129543,0.5621498380937884,0.11482043500252909,4.894543310469968e-05 | |
| 14,3.0570743920341616,0.5591229179934147,2.3802185596958285,0.5608755138612562,0.11886697015680324,4.870022949890676e-05 | |
| 15,2.964969447543544,0.5681022177300146,2.0603770517533824,0.5936585664749146,0.17046029337379867,4.8430167625158595e-05 | |
| 16,2.8954703836671767,0.5771673778372426,2.128000413217852,0.5813591614846261,0.14365199797673242,4.813553074106761e-05 | |
| 17,2.8446897970091913,0.5811223536729813,2.1116829995186097,0.5810999793391074,0.1492159838138594,4.781662788003851e-05 | |
| 18,2.8091423300004776,0.5839235049582296,1.9474596285050916,0.6054956278493328,0.19575113808801214,4.747379352713489e-05 | |
| 19,2.7747225280730956,0.5876617876272048,1.9508383043350712,0.5980286944297052,0.18361153262518967,4.710738726825059e-05 | |
| 20,2.74313425248669,0.5891433512010882,1.8776398743352583,0.6074072084119243,0.2013151239251391,4.671779341295378e-05 | |
| 21,2.708326247430617,0.5941941007491081,1.8734391235536145,0.600585852899859,0.18715225088517956,4.630542059139924e-05 | |
| 22,2.650365052684661,0.6032731831073761,1.8211525255633938,0.6143371135957779,0.2109256449165402,4.587070132573178e-05 | |
| 23,2.659407332058876,0.6005570257623349,1.9859134189544185,0.5975098552242402,0.1800708143651998,4.541409157643027e-05 | |
| 24,2.6782988127200835,0.5948965225008226,1.8763245305707377,0.6064561028634349,0.1947395042994436,4.493607026406802e-05 | |
| 25,2.6426684375732177,0.6002628916213589,1.8620909990802887,0.6014771384577597,0.18917551846231664,4.443713876699124e-05 | |
| 26,2.5944613054875405,0.6093695754966428,1.766718214558017,0.6117322387233857,0.20435002529084473,4.391782039544238e-05 | |
| 27,2.575815858379487,0.6095920217133337,1.7428896657882198,0.6166285045685307,0.2175012645422357,4.337865984268001e-05 | |
| 28,2.560401999181317,0.6117247338256528,1.734415150457813,0.6198302930401217,0.22205361659079415,4.2820222613670736e-05 | |
| 29,2.538937818619513,0.613910100392757,1.6703440104761431,0.6300344313344648,0.2402630247850278,4.224309443195261e-05 | |
| 30,2.5305917455304052,0.6157408395121174,1.6515140802629533,0.6316806116411763,0.2468386444107233,4.164788062529203e-05 | |
| 31,2.5143836236769155,0.6186432266427625,1.6833512475413661,0.6320874940964484,0.24178047546788062,4.10352054907785e-05 | |
| 32,2.477428323799564,0.6236483240800519,1.6988795034347042,0.6250379066313466,0.2291350531107739,4.0405711640023186e-05 | |
| 33,2.4690062519042724,0.6247962427235418,1.6509754965382237,0.6355368764169754,0.25290844714213456,3.976005932514807e-05 | |
| 34,2.4556494855111644,0.6259561923723067,1.6381926728833107,0.6384831609264496,0.2569549822964087,3.909892574627266e-05 | |
| 35,2.456927333147295,0.6266486224147582,1.619913601106213,0.6376146020427826,0.25796661608497723,3.84230043412246e-05 | |
| 36,2.4594783292662714,0.625832530399484,1.7226092161670807,0.6187554482490786,0.2240768841679312,3.773300405821908e-05 | |
| 37,2.4578313491036816,0.6258317095137411,1.636815582552264,0.6382754310484855,0.2564491654021244,3.702964861227013e-05 | |
| 38,2.4572217108741885,0.6269871566084123,1.6954360123603576,0.6214950815323861,0.22610015174506828,3.631367572611348e-05 | |
| 39,2.447106188343417,0.6270006450433885,1.616029131797052,0.6384281689120878,0.25796661608497723,3.5585836356437264e-05 | |
| 40,2.441472895683781,0.6302068764644284,1.7009330372656546,0.6227908172915059,0.23166413758219526,3.484689390623218e-05 | |
| 41,2.4393183290958405,0.6293577126437618,1.658048891252087,0.6315546054993907,0.24430955993930198,3.409762342408719e-05 | |
| 42,2.438767692735118,0.6284831382574574,1.6962727654364802,0.6262902713591053,0.23621648963075367,3.333881079127052e-05 | |
| 43,2.4340115016506565,0.6285722941881225,1.6086445123918596,0.6371112215903497,0.2559433485078402,3.2571251897448765e-05 | |
| 44,2.4552584396254633,0.625412750869028,1.6249886135901175,0.6391514981946638,0.2589782498735458,3.1795751805908573e-05 | |
| 45,2.451221731401259,0.6256323670667987,1.6598019023095407,0.6333001678989779,0.24785027819929187,3.101312390915634e-05 | |
| 46,2.4352388929936195,0.6299597332554479,1.6193413272980721,0.6350661035506956,0.25240263024785026,3.0224189075781884e-05 | |
| 47,2.426625492111329,0.6301495091569039,1.6265856565967682,0.6312845599266791,0.24633282751643906,2.9429774789480575e-05 | |
| 48,2.4247755225627654,0.6352620651164362,1.6645784262687928,0.6299873032877522,0.24430955993930198,2.863071428113726e-05 | |
| 49,2.4220595465552424,0.6324321976111781,1.6125817914162912,0.6398098161143642,0.26100151745068284,2.782784565488211e-05 | |
| 50,2.4099725532916283,0.6352460877068581,1.5973635181303947,0.6382732564403165,0.25847243297926153,2.7022011009035107e-05 | |
| 51,2.409366189472137,0.6343195813317453,1.6199850651525682,0.6345959824900473,0.251896813353566,2.621405555286121e-05 | |
| 52,2.389000585963649,0.6400596117300372,1.6217302122423727,0.6360021272013264,0.25543753161355587,2.540482672006254e-05 | |
| 53,2.383068838427144,0.638567823796503,1.5892687574509652,0.642853271576666,0.2680829539706626,2.4595173279937464e-05 | |
| 54,2.379346030373727,0.6384442739429013,1.5796827231684039,0.6414530584889073,0.26403641881638845,2.3785944447138802e-05 | |
| 55,2.392737490515555,0.6381676228296372,1.6210507731283865,0.6355254130978738,0.2569549822964087,2.29779889909649e-05 | |
| 56,2.3992186525175647,0.6363450178215581,1.578932031508415,0.6443280808387264,0.26858877086494687,2.2172154345117894e-05 | |
| 57,2.388226225491493,0.638593721293634,1.6116556929003807,0.6368753794700869,0.2534142640364188,2.136928571886275e-05 | |
| 58,2.3837973706183897,0.6397191781190134,1.6009440729694981,0.6412079045849461,0.2635306019221042,2.0570225210519434e-05 | |
| 59,2.3799217554830734,0.6373010866584317,1.5959928497191398,0.6460912919813587,0.2701062215477997,1.9775810924218125e-05 | |
| 60,2.3742781973654226,0.6420447658146581,1.5653653298654864,0.6478884720033214,0.27769347496206376,1.8986876090843667e-05 | |
| 61,2.3748479629716566,0.6384636788598953,1.572965148956545,0.647251752115065,0.27263530601922104,1.820424819409143e-05 | |
| 62,2.369603659837477,0.642568239761937,1.6399308750706334,0.6360012965817605,0.25240263024785026,1.7428748102551237e-05 | |
| 63,2.3590946082145936,0.6433528820353169,1.5610604440012286,0.6472360780162196,0.2751643904906424,1.666118920872949e-05 | |
| 64,2.358181493897592,0.6438410253294052,1.5753740379887242,0.6457202953677024,0.2736469398077896,1.5902376575912815e-05 | |
| 65,2.3623869121074677,0.6430037499916169,1.5749810626429896,0.6453923929122186,0.27415275670207384,1.5153106093767827e-05 | |
| 66,2.3557480583267827,0.643293708562851,1.5933229807884461,0.6390074703001207,0.2589782498735458,1.4414163643562755e-05 | |
| 67,2.35368884571137,0.6446275840843877,1.5563477393119567,0.6473688117919429,0.27567020738492665,1.368632427388653e-05 | |
| 68,2.3547679599254363,0.6442905904785279,1.5686890463675223,0.6459895007071956,0.2736469398077896,1.2970351387729873e-05 | |
| 69,2.34913064443296,0.6478760941855369,1.5461960069594844,0.6470758395810281,0.27617602427921095,1.2266995941780934e-05 | |
| 70,2.343106900492022,0.6472896765316686,1.549815131771949,0.6489865933695147,0.27769347496206376,1.1576995658775405e-05 | |
| 71,2.342152969491097,0.6468008162994539,1.5527837507186397,0.6513983934156357,0.28426909458775923,1.0901074253727336e-05 | |
| 72,2.3309724162663183,0.6500421361096443,1.5482420882871073,0.6488239745939931,0.2812341932220536,1.0239940674851941e-05 | |
| 73,2.335252470547153,0.6486736204354994,1.5442360485753706,0.650739187194455,0.2827516439049064,9.594288359976817e-06 | |
| 74,2.3307005359280493,0.6494940651520607,1.5461459082941855,0.6505362429926472,0.2832574607991907,8.964794509221508e-06 | |
| 75,2.336089070766203,0.6471262591019753,1.5484659056509695,0.6480907394040015,0.27921092564491656,8.352119374707978e-06 | |
| 76,2.3295568669995954,0.6498063711389419,1.550620182867973,0.6490332445790691,0.2797167425392008,7.756905568047393e-06 | |
| 77,2.329369995863207,0.6517807749971267,1.5420330109134797,0.6490689823704381,0.27870510875063226,7.179777386329276e-06 | |
| 78,2.322809164562533,0.6513309981073102,1.5522047511992916,0.6523896590355904,0.2862923621648963,6.621340157319997e-06 | |
| 79,2.3301838588330055,0.647522741267758,1.5529927822851366,0.6531585685668453,0.29033889731917045,6.082179604557617e-06 | |
| 80,2.33031825192513,0.6501998060172604,1.5621201953580302,0.6430696345144703,0.2690945877592312,5.562861233008774e-06 | |
| 81,2.3237094965673264,0.65143643175402,1.543039575699837,0.6514159979358796,0.2852807283763278,5.063929735931985e-06 | |
| 82,2.3243341147899628,0.6520723589966374,1.555704289867032,0.6495625742020146,0.2822458270106222,4.585908423569724e-06 | |
| 83,2.3233824372291565,0.651714434546809,1.548662535605892,0.6468790269667103,0.27415275670207384,4.129298674268225e-06 | |
| 84,2.322461701208545,0.6503422673671476,1.5499804942838606,0.6473771449058286,0.27870510875063226,3.694579408600771e-06 | |
| 85,2.3191328827411897,0.651720528881396,1.553320719349769,0.6514784924445614,0.2832574607991907,3.2822065870462217e-06 | |
| 86,2.3168461563125735,0.6514564805453823,1.5481106273589595,0.6492709248296676,0.2822458270106222,2.892612731749414e-06 | |
| 87,2.3127974512115603,0.6542104864793439,1.5441235957607147,0.6499628174689508,0.28174001011633787,2.52620647286512e-06 | |
| 88,2.3137325759856933,0.6539862425096573,1.5404970145994616,0.6488094502879728,0.27921092564491656,2.183372119961499e-06 | |
| 89,2.316813214652,0.6526487049075865,1.5422656459193076,0.6499776744073437,0.2827516439049064,1.864469258932397e-06 | |
| 90,2.317649317364539,0.6538909505451879,1.5511222500954904,0.6458383875508462,0.27415275670207384,1.5698323748414124e-06 | |
| 91,2.3166770704330935,0.6545351722067402,1.5423661585777038,0.648559239602858,0.28022255943348506,1.2997705010932393e-06 | |
| 92,2.315791484809691,0.6514001286798908,1.5455527497876076,0.6497724729199563,0.2822458270106222,1.0545668953003241e-06 | |
| 93,2.3110726365158634,0.6538714816974055,1.540855146223499,0.6514407588589576,0.2847749114820435,8.344787421847217e-07 | |