epoch,eval_f1_macro,eval_f1_micro,eval_loss,eval_runtime,eval_samples_per_second,eval_steps_per_second,eval_subset_accuracy,step
1.0,0.07219894765752088,0.4952816012502254,0.272717148065567,15.8417,162.42,5.113,0.10532452390205985,658
2.0,0.09064480010203674,0.544629877304181,0.22911879420280457,14.4231,178.394,5.616,0.11232024873688301,1316
3.0,0.10309514614135397,0.5682428955343358,0.21433667838573456,16.6207,154.807,4.873,0.12786630392537893,1974
4.0,0.115960350269004,0.5877596855699045,0.20582592487335205,14.3765,178.973,5.634,0.1333074232413525,2632
5.0,0.12550720862659767,0.6022160664819944,0.1996934562921524,14.2268,180.855,5.693,0.1379712397979013,3290
6.0,0.13109005516624317,0.6116456809809204,0.19493445754051208,14.4708,177.806,5.597,0.14380101049358726,3948
7.0,0.1371925209709484,0.6188629785374912,0.19109617173671722,14.6334,175.831,5.535,0.14380101049358726,4606
8.0,0.14152951052414994,0.6225964149918523,0.18794220685958862,14.3092,179.814,5.661,0.14457831325301204,5264
9.0,0.14935181006664486,0.6283051582141309,0.18516190350055695,14.5423,176.932,5.57,0.15001943256898562,5922
10.0,0.15952444743230132,0.635693929128354,0.18292535841464996,14.5123,177.298,5.581,0.15235134084726001,6580
11.0,0.16772819936516337,0.6397169204374866,0.18077120184898376,14.1317,182.073,5.732,0.15934706568208318,7238
12.0,0.17159071497969608,0.6419475655430712,0.17905373871326447,14.4557,177.992,5.603,0.16090167120093277,7896
13.0,0.1789171582067714,0.6459455136748947,0.1774977147579193,14.4174,178.465,5.618,0.16556548775748153,8554
14.0,0.18644449382556874,0.6495780926604044,0.17618677020072937,14.3979,178.707,5.626,0.16750874465604354,9212
15.0,0.19204255281350513,0.6531367263886687,0.1748652458190918,14.451,178.05,5.605,0.16673144189661873,9870
16.0,0.19736083782585614,0.6549719961957096,0.17370301485061646,14.1778,181.481,5.713,0.1737271667314419,10528
17.0,0.20190792482249356,0.6579917816879148,0.17270566523075104,14.2818,180.16,5.672,0.17839098328799066,11186
18.0,0.2055350851972657,0.6601992658626115,0.1718790978193283,14.4913,177.555,5.59,0.1748931208705791,11844
19.0,0.20890000572492995,0.6614753235820268,0.17088289558887482,14.3311,179.54,5.652,0.18655266226195102,12502
20.0,0.21269686074800662,0.6629672285624542,0.17023713886737823,14.4262,178.357,5.615,0.18227749708511465,13160
21.0,0.2173037125153878,0.6656912948061449,0.16946576535701752,14.278,180.208,5.673,0.18771861640108822,13818
22.0,0.22153695778755486,0.6674666110183639,0.1687048375606537,14.5098,177.328,5.582,0.190439176059075,14476
23.0,0.2228445020395818,0.6689608425882476,0.16809335350990295,14.4792,177.703,5.594,0.1916051301982122,15134
24.0,0.22818936455009958,0.6706499714241181,0.1676853448152542,14.4154,178.49,5.619,0.190439176059075,15792
25.0,0.23048336301456368,0.6713534343592147,0.16702301800251007,14.4052,178.617,5.623,0.1954916439953362,16450
26.0,0.2327108644169528,0.6726620574933722,0.1665038764476776,14.404,178.63,5.623,0.19665759813447337,17108
27.0,0.23581474059807764,0.6748676424789785,0.16596576571464539,14.3067,179.845,5.662,0.20326467158958414,17766
28.0,0.23677158413716617,0.6749598299901519,0.1655886024236679,14.4878,177.598,5.591,0.20015546055188496,18424
29.0,0.237100621510197,0.6751843772722551,0.16502319276332855,14.3821,178.903,5.632,0.20171006607073455,19082
30.0,0.24228681292669593,0.677744991458301,0.16465836763381958,14.4736,177.772,5.596,0.20481927710843373,19740
31.0,0.24679782639046557,0.6796416434970651,0.1643495112657547,14.261,180.422,5.68,0.20443062572872134,20398
32.0,0.24730023686989264,0.6798394566224143,0.1640038788318634,14.6112,176.098,5.544,0.20481927710843373,21056
33.0,0.24892916625834052,0.6807284700072024,0.16366547346115112,14.4337,178.263,5.612,0.20365332296929653,21714
34.0,0.24973421400330462,0.6817595791862204,0.16315187513828278,14.5666,176.637,5.561,0.2079284881461329,22372
35.0,0.2545496829109658,0.6831271495303116,0.16297747194766998,14.4988,177.463,5.587,0.20870579090555771,23030
36.0,0.2537988900571717,0.6831474533586884,0.1626574844121933,14.676,175.32,5.519,0.20870579090555771,23688
37.0,0.2554963745112012,0.6834336264979685,0.16228148341178894,14.5382,176.982,5.572,0.2129809560823941,24346
38.0,0.2557336132810033,0.6840377513336069,0.16205258667469025,14.4671,177.851,5.599,0.2106490478041197,25004
39.0,0.257067977223277,0.6854093987276831,0.1617140918970108,14.4867,177.611,5.591,0.2129809560823941,25662
40.0,0.2594992423077981,0.6856732642805866,0.16157227754592896,14.5927,176.32,5.551,0.21336960746210648,26320
41.0,0.26271562968878315,0.6867963152507677,0.16127900779247284,14.6463,175.676,5.53,0.21570151574038088,26978
42.0,0.26285499213340974,0.6872115680443032,0.1609029471874237,14.6913,175.138,5.513,0.2153128643606685,27636
43.0,0.2645249221714536,0.687557603686636,0.16080811619758606,14.2372,180.723,5.689,0.21764477263894286,28294
44.0,0.26446413709855177,0.6879098360655738,0.16047069430351257,14.4894,177.578,5.59,0.21764477263894286,28952
45.0,0.2655991083531059,0.688909389093891,0.16015583276748657,14.3258,179.606,5.654,0.21842207539836767,29610
46.0,0.267277713965834,0.6893765024806915,0.15995058417320251,14.4943,177.518,5.588,0.21919937815779247,30268
47.0,0.2675874035520293,0.6899018806214228,0.15987393260002136,14.4997,177.452,5.586,0.21842207539836767,30926
48.0,0.26953305755046325,0.6907347916985366,0.15969185531139374,14.4501,178.061,5.605,0.21997668091721725,31584
49.0,0.26942695457279886,0.6913429183236464,0.15950597822666168,14.314,179.754,5.659,0.21997668091721725,32242
50.0,0.2701102842045285,0.6911112244377582,0.15923741459846497,14.4937,177.526,5.589,0.22230858919549165,32900
51.0,0.27376616242553664,0.6929029630383872,0.15914605557918549,14.6599,175.513,5.525,0.22153128643606684,33558
52.0,0.2723970041419424,0.6923860972377943,0.1589018553495407,14.5055,177.381,5.584,0.22269724057520404,34216
53.0,0.2760738750100086,0.6936721728081321,0.15877537429332733,14.5029,177.413,5.585,0.22464049747376602,34874
54.0,0.2770279507641395,0.6935656426715574,0.15849138796329498,14.31,179.805,5.66,0.22425184609405363,35532
55.0,0.27859331843906077,0.6948738812042311,0.1582983434200287,14.4687,177.832,5.598,0.22308589195491643,36190
56.0,0.27915931265494287,0.6946308724832215,0.1581912636756897,14.4373,178.218,5.61,0.22502914885347844,36848
57.0,0.28322400288888616,0.6952207371405428,0.15820305049419403,14.4564,177.984,5.603,0.22425184609405363,37506
58.0,0.28554332317699394,0.6965314996460714,0.15809080004692078,14.4877,177.599,5.591,0.22580645161290322,38164
59.0,0.28612718295674433,0.696551724137931,0.15779803693294525,14.4619,177.916,5.601,0.22774970851146523,38822
60.0,0.2863074822058199,0.6975186481960725,0.15761305391788483,14.4019,178.657,5.624,0.22852701127089,39480
61.0,0.2873034632574655,0.6974815414180237,0.15752507746219635,14.5185,177.222,5.579,0.2289156626506024,40138
62.0,0.2879660474143668,0.6978723404255319,0.15729965269565582,14.491,177.558,5.59,0.2300816167897396,40796
63.0,0.28852850368768906,0.6976579493145835,0.15732619166374207,14.5226,177.172,5.578,0.22852701127089,41454
64.0,0.28917391126954206,0.6982680036463081,0.15705180168151855,14.6752,175.33,5.52,0.23280217644772638,42112
65.0,0.2900761135026037,0.6989878542510122,0.15698270499706268,14.2919,180.032,5.668,0.2312475709288768,42770
66.0,0.2898029891666068,0.698422360878608,0.15672512352466583,14.5788,176.489,5.556,0.23280217644772638,43428
67.0,0.28923934385046035,0.6985446985446986,0.15666435658931732,14.5306,177.075,5.574,0.22852701127089,44086
68.0,0.2908345423657288,0.6995153473344103,0.15658311545848846,14.3703,179.05,5.637,0.23047026816945201,44744
69.0,0.2928437881019003,0.6998886977638369,0.15640489757061005,14.5719,176.573,5.559,0.2312475709288768,45402
70.0,0.29435499124175774,0.7003339742940998,0.15630054473876953,14.662,175.487,5.524,0.232413525068014,46060
71.0,0.29322997203558887,0.7005352994647005,0.1562827080488205,14.5302,177.079,5.575,0.232413525068014,46718
72.0,0.2934365672581728,0.7005666869054847,0.15607893466949463,14.3003,179.927,5.664,0.23396813058686358,47376
73.0,0.29494853105828284,0.7012842552330872,0.1560181975364685,14.4637,177.894,5.6,0.2335794792071512,48034
74.0,0.2932262485923011,0.701192400970089,0.1559084802865982,14.4747,177.759,5.596,0.23280217644772638,48692
75.0,0.29596558310827953,0.7018022111161594,0.15575554966926575,14.3396,179.433,5.649,0.2308589195491644,49350
76.0,0.2957956067490935,0.7021801520567947,0.15572988986968994,14.4793,177.702,5.594,0.23163622230858918,50008
77.0,0.2942873187016953,0.7011883691529709,0.15558689832687378,14.6081,176.135,5.545,0.23396813058686358,50666
78.0,0.29758067730023174,0.7024193548387097,0.15550877153873444,14.5832,176.436,5.554,0.23319082782743877,51324
79.0,0.29527932273753577,0.7020242914979757,0.15526725351810455,14.4413,178.169,5.609,0.23435678196657597,51982
80.0,0.29720440598389114,0.702893436838391,0.15532448887825012,14.5807,176.466,5.555,0.23280217644772638,52640
81.0,0.29558450359191957,0.702740901519358,0.15511590242385864,14.5414,176.943,5.57,0.2347454333462884,53298
82.0,0.3002065504084986,0.7037857430527588,0.15507493913173676,14.3334,179.511,5.651,0.23552273610571317,53956
83.0,0.29934138449278447,0.7035883003316916,0.155075341463089,14.4763,177.739,5.595,0.2335794792071512,54614
84.0,0.29767363518292045,0.7028010921225604,0.15480494499206543,14.417,178.469,5.618,0.23668869024485037,55272
85.0,0.29968949601240014,0.7035226528246736,0.15484844148159027,14.6822,175.247,5.517,0.23668869024485037,55930
86.0,0.30034132101084304,0.7034232050893668,0.15475152432918549,14.4263,178.355,5.615,0.23746599300427518,56588
87.0,0.3043316164427821,0.7040692989524577,0.15465013682842255,14.3346,179.495,5.651,0.23902059852312477,57246
88.0,0.3051466543134685,0.7051558813193434,0.15466587245464325,14.5714,176.578,5.559,0.23435678196657597,57904
89.0,0.3040521044152308,0.7043346774193548,0.15452654659748077,14.4656,177.87,5.599,0.23902059852312477,58562
90.0,0.3054450761127522,0.7053144954497461,0.15443642437458038,14.3998,178.683,5.625,0.23902059852312477,59220
91.0,0.30597329371337467,0.7054607853033209,0.15424156188964844,14.4739,177.768,5.596,0.24135250680139914,59878
92.0,0.30618850779408635,0.7054259660436294,0.15423864126205444,14.4572,177.974,5.603,0.24096385542168675,60536
93.0,0.3059799208622632,0.7053354890864996,0.15407735109329224,14.3714,179.037,5.636,0.24251846094053633,61194
94.0,0.306437189293798,0.7054384464456407,0.15409868955612183,14.3044,179.874,5.663,0.24212980956082394,61852
95.0,0.30842502732088334,0.7069416498993963,0.15394039452075958,14.5781,176.498,5.556,0.24174115818111155,62510
96.0,0.30677401099772905,0.7058230908724562,0.15395987033843994,14.4534,178.021,5.604,0.24096385542168675,63168
97.0,0.3062978738084595,0.7056150272672187,0.15383179485797882,14.4115,178.538,5.621,0.24135250680139914,63826
98.0,0.3071877006465677,0.705421293272371,0.15386764705181122,14.3583,179.2,5.641,0.23785464438398757,64484
99.0,0.3079052536354255,0.7059711253081141,0.1537395715713501,14.5489,176.852,5.567,0.24368441507967353,65142
100.0,0.30977598913567506,0.7077340842803983,0.15365947782993317,14.5179,177.23,5.579,0.24251846094053633,65800
101.0,0.3087163899246343,0.7067048941200141,0.1535627394914627,14.303,179.892,5.663,0.24368441507967353,66458
102.0,0.3094651614387574,0.7068809643395279,0.15355069935321808,14.569,176.608,5.56,0.24251846094053633,67116
103.0,0.30961560666250765,0.7070696927093794,0.153495192527771,14.5541,176.788,5.565,0.24329576369996114,67774
104.0,0.3107585509994827,0.7074187553367823,0.1533646285533905,14.5541,176.789,5.565,0.24251846094053633,68432
105.0,0.3110719167859119,0.7078979099678456,0.15329378843307495,14.5299,177.084,5.575,0.24446171783909834,69090
106.0,0.3145457990502851,0.7079023998393413,0.15321803092956543,14.2991,179.942,5.665,0.24368441507967353,69748
107.0,0.3134945314852967,0.7077696756349007,0.15315872430801392,14.5544,176.786,5.565,0.24523902059852312,70406
108.0,0.3129180450428549,0.707880981101729,0.15306010842323303,14.5016,177.428,5.586,0.24485036921881073,71064
109.0,0.3147812184455094,0.7086282186417708,0.1530476063489914,14.4531,178.024,5.604,0.24368441507967353,71722
110.0,0.31486023334150576,0.7088582183186951,0.15295182168483734,14.4554,177.996,5.603,0.24485036921881073,72380
111.0,0.3156943232261125,0.7088950137810073,0.15296627581119537,14.4864,177.615,5.591,0.24407306645938592,73038
112.0,0.31534290534718096,0.7091864831038799,0.1529737263917923,14.554,176.79,5.565,0.24135250680139914,73696
113.0,0.31515174515827354,0.7087349397590361,0.15278805792331696,14.4559,177.99,5.603,0.24329576369996114,74354
114.0,0.31434438502919576,0.7090717405492244,0.1527528017759323,14.4357,178.239,5.611,0.24485036921881073,75012
115.0,0.3152810205292156,0.7087743942206391,0.15270662307739258,14.3344,179.498,5.651,0.24368441507967353,75670
116.0,0.3172280731296564,0.7094960851234692,0.15257960557937622,14.51,177.327,5.582,0.24523902059852312,76328
117.0,0.3156129334663824,0.7088798432082014,0.15256062150001526,14.538,176.984,5.572,0.24757092887679752,76986
118.0,0.3166799253041203,0.7094502841623498,0.15241198241710663,14.4732,177.777,5.597,0.2483482316362223,77644
119.0,0.31819137359495175,0.7100977198697068,0.15246982872486115,14.5626,176.685,5.562,0.24485036921881073,78302
120.0,0.31814870691154845,0.7096968782988992,0.15235722064971924,14.0849,182.678,5.751,0.24757092887679752,78960
121.0,0.317213298696518,0.709754997745378,0.1524665504693985,14.5386,176.977,5.571,0.24368441507967353,79618
122.0,0.31842598424151713,0.7098911025242134,0.1522950977087021,14.3314,179.536,5.652,0.24601632335794793,80276
123.0,0.3168395729202393,0.709751702042451,0.15236599743366241,14.5374,176.992,5.572,0.24251846094053633,80934
124.0,0.3201488920534683,0.710434348477284,0.1523277908563614,14.6091,176.123,5.544,0.24368441507967353,81592
125.0,0.318394773442475,0.7103983963918817,0.1521897166967392,14.6778,175.298,5.519,0.24485036921881073,82250
126.0,0.32028803924651456,0.7103775943985996,0.15225693583488464,14.2393,180.698,5.688,0.24329576369996114,82908
127.0,0.3217567786445513,0.7109777444361091,0.15220455825328827,14.5118,177.304,5.582,0.24407306645938592,83566
128.0,0.3194517788053848,0.7107710771077108,0.15212000906467438,14.452,178.038,5.605,0.24407306645938592,84224
129.0,0.31986515819567835,0.7104986218992734,0.15206195414066315,14.3751,178.99,5.635,0.24446171783909834,84882
130.0,0.31923106917932226,0.7107744783306581,0.1519530564546585,14.3814,178.911,5.632,0.2467936261173727,85540
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