{
  "best_metric": 0.9760530871321408,
  "best_model_checkpoint": "/work/stual/res_ICDAR/method_2/tmp/213-pretrained-camembert-ner-joint-labelling-io-classes/checkpoint-2400",
  "epoch": 6.299212598425197,
  "global_step": 2400,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.26,
      "eval_ACT": {
        "f1": 0.8842297174111212,
        "number": 519,
        "precision": 0.8391003460207612,
        "recall": 0.9344894026974951
      },
      "eval_ACT_L1": {
        "f1": 0.8973172987974097,
        "number": 503,
        "precision": 0.8391003460207612,
        "recall": 0.9642147117296223
      },
      "eval_ACT_L2": {
        "f1": 0.0,
        "number": 16,
        "precision": 0.0,
        "recall": 0.0
      },
      "eval_CARDINAL": {
        "f1": 0.9911894273127753,
        "number": 678,
        "precision": 0.9868421052631579,
        "recall": 0.995575221238938
      },
      "eval_DESC": {
        "f1": 0.0,
        "number": 30,
        "precision": 0.0,
        "recall": 0.0
      },
      "eval_FT": {
        "f1": 0.0,
        "number": 7,
        "precision": 0.0,
        "recall": 0.0
      },
      "eval_LOC": {
        "f1": 0.9542483660130721,
        "number": 761,
        "precision": 0.9492847854356307,
        "recall": 0.9592641261498029
      },
      "eval_PER": {
        "f1": 0.9404849375459221,
        "number": 676,
        "precision": 0.9343065693430657,
        "recall": 0.9467455621301775
      },
      "eval_SPAT": {
        "f1": 0.9663082437275986,
        "number": 694,
        "precision": 0.9614835948644793,
        "recall": 0.9711815561959655
      },
      "eval_TITRE": {
        "f1": 0.0,
        "number": 2,
        "precision": 0.0,
        "recall": 0.0
      },
      "eval_TITREH": {
        "f1": 0.1142857142857143,
        "number": 33,
        "precision": 1.0,
        "recall": 0.06060606060606061
      },
      "eval_TITREP": {
        "f1": 0.0,
        "number": 5,
        "precision": 0.0,
        "recall": 0.0
      },
      "eval_accuracy": 0.9414101290963257,
      "eval_accuracy-all": 0.9599056603773585,
      "eval_accuracy-das": 0.9533267130089375,
      "eval_accuracy-l1": 0.9466236345580934,
      "eval_accuracy-l2": 0.9731876861966237,
      "eval_f1": 0.9451598900303865,
      "eval_f1-all": 0.9396248534583821,
      "eval_f1-das": 0.942613846723436,
      "eval_f1-l1": 0.9299560609976738,
      "eval_f1-l2": 0.9522842639593909,
      "eval_loss": 0.35932135581970215,
      "eval_precision": 0.9444765760555234,
      "eval_precision-all": 0.9377010821877741,
      "eval_precision-das": 0.9367181751287712,
      "eval_precision-l1": 0.9159877800407332,
      "eval_precision-l2": 0.9670103092783505,
      "eval_recall": 0.9458441934549667,
      "eval_recall-all": 0.9415565345080763,
      "eval_recall-das": 0.9485842026825634,
      "eval_recall-l1": 0.9443569553805774,
      "eval_recall-l2": 0.938,
      "eval_runtime": 5.0686,
      "eval_samples_per_second": 133.37,
      "eval_steps_per_second": 8.484,
      "step": 100
    },
    {
      "epoch": 0.52,
      "eval_ACT": {
        "f1": 0.935483870967742,
        "number": 519,
        "precision": 0.9214953271028037,
        "recall": 0.9499036608863198
      },
      "eval_ACT_L1": {
        "f1": 0.9499036608863198,
        "number": 503,
        "precision": 0.9214953271028037,
        "recall": 0.9801192842942346
      },
      "eval_ACT_L2": {
        "f1": 0.0,
        "number": 16,
        "precision": 0.0,
        "recall": 0.0
      },
      "eval_CARDINAL": {
        "f1": 0.9911764705882352,
        "number": 678,
        "precision": 0.9882697947214076,
        "recall": 0.9941002949852508
      },
      "eval_DESC": {
        "f1": 0.24324324324324326,
        "number": 30,
        "precision": 0.20454545454545456,
        "recall": 0.3
      },
      "eval_FT": {
        "f1": 0.0,
        "number": 7,
        "precision": 0.0,
        "recall": 0.0
      },
      "eval_LOC": {
        "f1": 0.9462783171521036,
        "number": 761,
        "precision": 0.9323979591836735,
        "recall": 0.9605781865965834
      },
      "eval_PER": {
        "f1": 0.9765051395007341,
        "number": 676,
        "precision": 0.9693877551020408,
        "recall": 0.9837278106508875
      },
      "eval_SPAT": {
        "f1": 0.9635453895639743,
        "number": 694,
        "precision": 0.9560283687943263,
        "recall": 0.9711815561959655
      },
      "eval_TITRE": {
        "f1": 0.0,
        "number": 2,
        "precision": 0.0,
        "recall": 0.0
      },
      "eval_TITREH": {
        "f1": 0.9117647058823529,
        "number": 33,
        "precision": 0.8857142857142857,
        "recall": 0.9393939393939394
      },
      "eval_TITREP": {
        "f1": 0.28571428571428575,
        "number": 5,
        "precision": 0.5,
        "recall": 0.2
      },
      "eval_accuracy": 0.9595332671300894,
      "eval_accuracy-all": 0.9713877855014895,
      "eval_accuracy-das": 0.9724428997020854,
      "eval_accuracy-l1": 0.9653674280039722,
      "eval_accuracy-l2": 0.9774081429990069,
      "eval_f1": 0.9559604074020944,
      "eval_f1-all": 0.9531840651352137,
      "eval_f1-das": 0.9628397115917915,
      "eval_f1-l1": 0.9501935483870967,
      "eval_f1-l2": 0.9570429570429569,
      "eval_loss": 0.21663731336593628,
      "eval_precision": 0.9471290505969301,
      "eval_precision-all": 0.9438525770227469,
      "eval_precision-das": 0.9555963302752294,
      "eval_precision-l1": 0.9345177664974619,
      "eval_precision-l2": 0.9560878243512974,
      "eval_recall": 0.9649580075296843,
      "eval_recall-all": 0.9627019089574156,
      "eval_recall-das": 0.970193740685544,
      "eval_recall-l1": 0.9664041994750656,
      "eval_recall-l2": 0.958,
      "eval_runtime": 5.443,
      "eval_samples_per_second": 124.196,
      "eval_steps_per_second": 7.9,
      "step": 200
    },
    {
      "epoch": 0.79,
      "eval_ACT": {
        "f1": 0.9408341416100873,
        "number": 519,
        "precision": 0.947265625,
        "recall": 0.9344894026974951
      },
      "eval_ACT_L1": {
        "f1": 0.9556650246305419,
        "number": 503,
        "precision": 0.947265625,
        "recall": 0.9642147117296223
      },
      "eval_ACT_L2": {
        "f1": 0.0,
        "number": 16,
        "precision": 0.0,
        "recall": 0.0
      },
      "eval_CARDINAL": {
        "f1": 0.9926470588235294,
        "number": 678,
        "precision": 0.9897360703812317,
        "recall": 0.995575221238938
      },
      "eval_DESC": {
        "f1": 0.37037037037037035,
        "number": 30,
        "precision": 0.29411764705882354,
        "recall": 0.5
      },
      "eval_FT": {
        "f1": 0.0,
        "number": 7,
        "precision": 0.0,
        "recall": 0.0
      },
      "eval_LOC": {
        "f1": 0.9659239842726082,
        "number": 761,
        "precision": 0.9633986928104575,
        "recall": 0.9684625492772667
      },
      "eval_PER": {
        "f1": 0.9844789356984479,
        "number": 676,
        "precision": 0.983751846381093,
        "recall": 0.985207100591716
      },
      "eval_SPAT": {
        "f1": 0.9596541786743515,
        "number": 694,
        "precision": 0.9596541786743515,
        "recall": 0.9596541786743515
      },
      "eval_TITRE": {
        "f1": 0.0,
        "number": 2,
        "precision": 0.0,
        "recall": 0.0
      },
      "eval_TITREH": {
        "f1": 0.9411764705882354,
        "number": 33,
        "precision": 0.9142857142857143,
        "recall": 0.9696969696969697
      },
      "eval_TITREP": {
        "f1": 0.3636363636363636,
        "number": 5,
        "precision": 0.3333333333333333,
        "recall": 0.4
      },
      "eval_accuracy": 0.9554369414101291,
      "eval_accuracy-all": 0.9704568023833168,
      "eval_accuracy-das": 0.9664846077457795,
      "eval_accuracy-l1": 0.9612711022840119,
      "eval_accuracy-l2": 0.9796425024826216,
      "eval_f1": 0.9631875270679949,
      "eval_f1-all": 0.960304672623407,
      "eval_f1-das": 0.9707362534948741,
      "eval_f1-l1": 0.9544152122948685,
      "eval_f1-l2": 0.9678714859437753,
      "eval_loss": 0.1927947998046875,
      "eval_precision": 0.9602763385146805,
      "eval_precision-all": 0.9579193454120397,
      "eval_precision-das": 0.9712793733681462,
      "eval_precision-l1": 0.9472595656670114,
      "eval_precision-l2": 0.9717741935483871,
      "eval_recall": 0.9661164205039097,
      "eval_recall-all": 0.9627019089574156,
      "eval_recall-das": 0.970193740685544,
      "eval_recall-l1": 0.9616797900262467,
      "eval_recall-l2": 0.964,
      "eval_runtime": 5.7572,
      "eval_samples_per_second": 117.418,
      "eval_steps_per_second": 7.469,
      "step": 300
    },
    {
      "epoch": 1.05,
      "eval_ACT": {
        "f1": 0.9429657794676807,
        "number": 519,
        "precision": 0.9305816135084428,
        "recall": 0.9556840077071291
      },
      "eval_ACT_L1": {
        "f1": 0.9555125725338492,
        "number": 503,
        "precision": 0.9303201506591338,
        "recall": 0.9821073558648111
      },
      "eval_ACT_L2": {
        "f1": 0.2222222222222222,
        "number": 16,
        "precision": 1.0,
        "recall": 0.125
      },
      "eval_CARDINAL": {
        "f1": 0.9933774834437086,
        "number": 678,
        "precision": 0.9911894273127754,
        "recall": 0.995575221238938
      },
      "eval_DESC": {
        "f1": 0.37142857142857144,
        "number": 30,
        "precision": 0.325,
        "recall": 0.43333333333333335
      },
      "eval_FT": {
        "f1": 0.25,
        "number": 7,
        "precision": 1.0,
        "recall": 0.14285714285714285
      },
      "eval_LOC": {
        "f1": 0.9712041884816754,
        "number": 761,
        "precision": 0.9674054758800521,
        "recall": 0.9750328515111695
      },
      "eval_PER": {
        "f1": 0.9794117647058825,
        "number": 676,
        "precision": 0.9736842105263158,
        "recall": 0.985207100591716
      },
      "eval_SPAT": {
        "f1": 0.9676025917926565,
        "number": 694,
        "precision": 0.9669064748201439,
        "recall": 0.968299711815562
      },
      "eval_TITRE": {
        "f1": 0.0,
        "number": 2,
        "precision": 0.0,
        "recall": 0.0
      },
      "eval_TITREH": {
        "f1": 0.9117647058823529,
        "number": 33,
        "precision": 0.8857142857142857,
        "recall": 0.9393939393939394
      },
      "eval_TITREP": {
        "f1": 0.3636363636363636,
        "number": 5,
        "precision": 0.3333333333333333,
        "recall": 0.4
      },
      "eval_accuracy": 0.9658639523336644,
      "eval_accuracy-all": 0.9760427010923535,
      "eval_accuracy-das": 0.9786494538232373,
      "eval_accuracy-l1": 0.9708291956305859,
      "eval_accuracy-l2": 0.9812562065541212,
      "eval_f1": 0.9651798561151079,
      "eval_f1-all": 0.9633416094639988,
      "eval_f1-das": 0.9703374119391918,
      "eval_f1-l1": 0.9571984435797665,
      "eval_f1-l2": 0.9712566844919787,
      "eval_loss": 0.14246180653572083,
      "eval_precision": 0.9591078066914498,
      "eval_precision-all": 0.9581638582219639,
      "eval_precision-das": 0.9656826568265683,
      "eval_precision-l1": 0.9461538461538461,
      "eval_precision-l2": 0.9738605898123325,
      "eval_recall": 0.9713292788879235,
      "eval_recall-all": 0.968575624082232,
      "eval_recall-das": 0.9750372578241431,
      "eval_recall-l1": 0.968503937007874,
      "eval_recall-l2": 0.9686666666666667,
      "eval_runtime": 5.7155,
      "eval_samples_per_second": 118.275,
      "eval_steps_per_second": 7.523,
      "step": 400
    },
    {
      "epoch": 1.31,
      "learning_rate": 9e-05,
      "loss": 0.3511,
      "step": 500
    },
    {
      "epoch": 1.31,
      "eval_ACT": {
        "f1": 0.9340866290018832,
        "number": 519,
        "precision": 0.9134438305709024,
        "recall": 0.9556840077071291
      },
      "eval_ACT_L1": {
        "f1": 0.9582929194956353,
        "number": 503,
        "precision": 0.9356060606060606,
        "recall": 0.9821073558648111
      },
      "eval_ACT_L2": {
        "f1": 0.12903225806451615,
        "number": 16,
        "precision": 0.13333333333333333,
        "recall": 0.125
      },
      "eval_CARDINAL": {
        "f1": 0.9919058130978661,
        "number": 678,
        "precision": 0.9897209985315712,
        "recall": 0.9941002949852508
      },
      "eval_DESC": {
        "f1": 0.41935483870967744,
        "number": 30,
        "precision": 0.40625,
        "recall": 0.43333333333333335
      },
      "eval_FT": {
        "f1": 0.0,
        "number": 7,
        "precision": 0.0,
        "recall": 0.0
      },
      "eval_LOC": {
        "f1": 0.9492847854356308,
        "number": 761,
        "precision": 0.9395109395109396,
        "recall": 0.9592641261498029
      },
      "eval_PER": {
        "f1": 0.981549815498155,
        "number": 676,
        "precision": 0.979381443298969,
        "recall": 0.9837278106508875
      },
      "eval_SPAT": {
        "f1": 0.9568965517241379,
        "number": 694,
        "precision": 0.9541547277936963,
        "recall": 0.9596541786743515
      },
      "eval_TITRE": {
        "f1": 0.0,
        "number": 2,
        "precision": 0.0,
        "recall": 0.0
      },
      "eval_TITREH": {
        "f1": 0.9117647058823529,
        "number": 33,
        "precision": 0.8857142857142857,
        "recall": 0.9393939393939394
      },
      "eval_TITREP": {
        "f1": 0.3636363636363636,
        "number": 5,
        "precision": 0.3333333333333333,
        "recall": 0.4
      },
      "eval_accuracy": 0.9631330685203575,
      "eval_accuracy-all": 0.9720084409136047,
      "eval_accuracy-das": 0.9764150943396226,
      "eval_accuracy-l1": 0.967974180734856,
      "eval_accuracy-l2": 0.9760427010923535,
      "eval_f1": 0.959758551307847,
      "eval_f1-all": 0.9556722076407116,
      "eval_f1-das": 0.9655300222386953,
      "eval_f1-l1": 0.956793336803748,
      "eval_f1-l2": 0.9542440318302388,
      "eval_loss": 0.14204634726047516,
      "eval_precision": 0.9526390870185449,
      "eval_precision-all": 0.9490298291340863,
      "eval_precision-das": 0.9605457227138643,
      "eval_precision-l1": 0.9488900361383583,
      "eval_precision-l2": 0.9492084432717678,
      "eval_recall": 0.9669852302345786,
      "eval_recall-all": 0.9624082232011747,
      "eval_recall-das": 0.9705663189269746,
      "eval_recall-l1": 0.9648293963254593,
      "eval_recall-l2": 0.9593333333333334,
      "eval_runtime": 5.4913,
      "eval_samples_per_second": 123.104,
      "eval_steps_per_second": 7.831,
      "step": 500
    },
    {
      "epoch": 1.57,
      "eval_ACT": {
        "f1": 0.9434324065196548,
        "number": 519,
        "precision": 0.9389312977099237,
        "recall": 0.9479768786127167
      },
      "eval_ACT_L1": {
        "f1": 0.9607843137254902,
        "number": 503,
        "precision": 0.9477756286266924,
        "recall": 0.974155069582505
      },
      "eval_ACT_L2": {
        "f1": 0.17391304347826086,
        "number": 16,
        "precision": 0.2857142857142857,
        "recall": 0.125
      },
      "eval_CARDINAL": {
        "f1": 0.9919058130978661,
        "number": 678,
        "precision": 0.9897209985315712,
        "recall": 0.9941002949852508
      },
      "eval_DESC": {
        "f1": 0.4722222222222222,
        "number": 30,
        "precision": 0.40476190476190477,
        "recall": 0.5666666666666667
      },
      "eval_FT": {
        "f1": 0.4,
        "number": 7,
        "precision": 0.6666666666666666,
        "recall": 0.2857142857142857
      },
      "eval_LOC": {
        "f1": 0.9699738903394257,
        "number": 761,
        "precision": 0.9636835278858625,
        "recall": 0.9763469119579501
      },
      "eval_PER": {
        "f1": 0.9867060561299853,
        "number": 676,
        "precision": 0.9852507374631269,
        "recall": 0.9881656804733728
      },
      "eval_SPAT": {
        "f1": 0.9705248023005032,
        "number": 694,
        "precision": 0.9684361549497847,
        "recall": 0.9726224783861671
      },
      "eval_TITRE": {
        "f1": 0.0,
        "number": 2,
        "precision": 0.0,
        "recall": 0.0
      },
      "eval_TITREH": {
        "f1": 0.9393939393939394,
        "number": 33,
        "precision": 0.9393939393939394,
        "recall": 0.9393939393939394
      },
      "eval_TITREP": {
        "f1": 0.5454545454545454,
        "number": 5,
        "precision": 0.5,
        "recall": 0.6
      },
      "eval_accuracy": 0.9714498510427011,
      "eval_accuracy-all": 0.979083912611718,
      "eval_accuracy-das": 0.9810079443892751,
      "eval_accuracy-l1": 0.9756703078450845,
      "eval_accuracy-l2": 0.9824975173783516,
      "eval_f1": 0.9692862292718097,
      "eval_f1-all": 0.9663742690058479,
      "eval_f1-das": 0.9741779676760172,
      "eval_f1-l1": 0.963792654337067,
      "eval_f1-l2": 0.9696767744085305,
      "eval_loss": 0.12394405156373978,
      "eval_precision": 0.9652498564043653,
      "eval_precision-all": 0.9621542940320232,
      "eval_precision-das": 0.9714709151537606,
      "eval_precision-l1": 0.9565667011375388,
      "eval_precision-l2": 0.9693537641572285,
      "eval_recall": 0.9733565015928178,
      "eval_recall-all": 0.9706314243759178,
      "eval_recall-das": 0.9769001490312966,
      "eval_recall-l1": 0.9711286089238845,
      "eval_recall-l2": 0.97,
      "eval_runtime": 5.5152,
      "eval_samples_per_second": 122.57,
      "eval_steps_per_second": 7.797,
      "step": 600
    },
    {
      "epoch": 1.84,
      "eval_ACT": {
        "f1": 0.936372269705603,
        "number": 519,
        "precision": 0.9232209737827716,
        "recall": 0.9499036608863198
      },
      "eval_ACT_L1": {
        "f1": 0.9617271835132483,
        "number": 503,
        "precision": 0.9496124031007752,
        "recall": 0.974155069582505
      },
      "eval_ACT_L2": {
        "f1": 0.17647058823529413,
        "number": 16,
        "precision": 0.16666666666666666,
        "recall": 0.1875
      },
      "eval_CARDINAL": {
        "f1": 0.9919058130978661,
        "number": 678,
        "precision": 0.9897209985315712,
        "recall": 0.9941002949852508
      },
      "eval_DESC": {
        "f1": 0.4383561643835616,
        "number": 30,
        "precision": 0.37209302325581395,
        "recall": 0.5333333333333333
      },
      "eval_FT": {
        "f1": 0.2,
        "number": 7,
        "precision": 0.3333333333333333,
        "recall": 0.14285714285714285
      },
      "eval_LOC": {
        "f1": 0.9731850882930019,
        "number": 761,
        "precision": 0.96875,
        "recall": 0.9776609724047306
      },
      "eval_PER": {
        "f1": 0.9867060561299853,
        "number": 676,
        "precision": 0.9852507374631269,
        "recall": 0.9881656804733728
      },
      "eval_SPAT": {
        "f1": 0.9734767025089606,
        "number": 694,
        "precision": 0.9686162624821684,
        "recall": 0.978386167146974
      },
      "eval_TITRE": {
        "f1": 0.0,
        "number": 2,
        "precision": 0.0,
        "recall": 0.0
      },
      "eval_TITREH": {
        "f1": 0.9393939393939394,
        "number": 33,
        "precision": 0.9393939393939394,
        "recall": 0.9393939393939394
      },
      "eval_TITREP": {
        "f1": 0.1818181818181818,
        "number": 5,
        "precision": 0.16666666666666666,
        "recall": 0.2
      },
      "eval_accuracy": 0.9652432969215492,
      "eval_accuracy-all": 0.9738704071499503,
      "eval_accuracy-das": 0.9788977159880834,
      "eval_accuracy-l1": 0.9688430983118173,
      "eval_accuracy-l2": 0.9788977159880834,
      "eval_f1": 0.9678535389938013,
      "eval_f1-all": 0.9652656158785756,
      "eval_f1-das": 0.9736255572065379,
      "eval_f1-l1": 0.9643507676294563,
      "eval_f1-l2": 0.9664340312396146,
      "eval_loss": 0.1253974437713623,
      "eval_precision": 0.9635476463834672,
      "eval_precision-all": 0.9593849724398027,
      "eval_precision-das": 0.9707407407407408,
      "eval_precision-l1": 0.956140350877193,
      "eval_precision-l2": 0.9635520212060967,
      "eval_recall": 0.9721980886185926,
      "eval_recall-all": 0.9712187958883994,
      "eval_recall-das": 0.9765275707898659,
      "eval_recall-l1": 0.9727034120734908,
      "eval_recall-l2": 0.9693333333333334,
      "eval_runtime": 5.7413,
      "eval_samples_per_second": 117.743,
      "eval_steps_per_second": 7.49,
      "step": 700
    },
    {
      "epoch": 2.1,
      "eval_ACT": {
        "f1": 0.9373814041745729,
        "number": 519,
        "precision": 0.9233644859813084,
        "recall": 0.9518304431599229
      },
      "eval_ACT_L1": {
        "f1": 0.9568627450980391,
        "number": 503,
        "precision": 0.9439071566731141,
        "recall": 0.9701789264413518
      },
      "eval_ACT_L2": {
        "f1": 0.35294117647058826,
        "number": 16,
        "precision": 0.3333333333333333,
        "recall": 0.375
      },
      "eval_CARDINAL": {
        "f1": 0.9933774834437086,
        "number": 678,
        "precision": 0.9911894273127754,
        "recall": 0.995575221238938
      },
      "eval_DESC": {
        "f1": 0.37499999999999994,
        "number": 30,
        "precision": 0.3,
        "recall": 0.5
      },
      "eval_FT": {
        "f1": 0.5454545454545454,
        "number": 7,
        "precision": 0.75,
        "recall": 0.42857142857142855
      },
      "eval_LOC": {
        "f1": 0.9672774869109947,
        "number": 761,
        "precision": 0.9634941329856584,
        "recall": 0.9710906701708278
      },
      "eval_PER": {
        "f1": 0.9867060561299853,
        "number": 676,
        "precision": 0.9852507374631269,
        "recall": 0.9881656804733728
      },
      "eval_SPAT": {
        "f1": 0.9741379310344828,
        "number": 694,
        "precision": 0.9713467048710601,
        "recall": 0.9769452449567724
      },
      "eval_TITRE": {
        "f1": 0.0,
        "number": 2,
        "precision": 0.0,
        "recall": 0.0
      },
      "eval_TITREH": {
        "f1": 0.9393939393939394,
        "number": 33,
        "precision": 0.9393939393939394,
        "recall": 0.9393939393939394
      },
      "eval_TITREP": {
        "f1": 0.3636363636363636,
        "number": 5,
        "precision": 0.3333333333333333,
        "recall": 0.4
      },
      "eval_accuracy": 0.9661122144985105,
      "eval_accuracy-all": 0.974304865938431,
      "eval_accuracy-das": 0.9816285998013903,
      "eval_accuracy-l1": 0.971201588877855,
      "eval_accuracy-l2": 0.9774081429990069,
      "eval_f1": 0.9664892852006329,
      "eval_f1-all": 0.9639784162170045,
      "eval_f1-das": 0.973454612957119,
      "eval_f1-l1": 0.9610187110187111,
      "eval_f1-l2": 0.9677633765370555,
      "eval_loss": 0.10762885212898254,
      "eval_precision": 0.96,
      "eval_precision-all": 0.9574159907300116,
      "eval_precision-das": 0.9700332963374029,
      "eval_precision-l1": 0.9516212043232115,
      "eval_precision-l2": 0.9648774022531478,
      "eval_recall": 0.9730668983492615,
      "eval_recall-all": 0.9706314243759178,
      "eval_recall-das": 0.9769001490312966,
      "eval_recall-l1": 0.9706036745406824,
      "eval_recall-l2": 0.9706666666666667,
      "eval_runtime": 5.5434,
      "eval_samples_per_second": 121.947,
      "eval_steps_per_second": 7.757,
      "step": 800
    },
    {
      "epoch": 2.36,
      "eval_ACT": {
        "f1": 0.9541984732824428,
        "number": 519,
        "precision": 0.945179584120983,
        "recall": 0.9633911368015414
      },
      "eval_ACT_L1": {
        "f1": 0.9724409448818897,
        "number": 503,
        "precision": 0.9629629629629629,
        "recall": 0.9821073558648111
      },
      "eval_ACT_L2": {
        "f1": 0.375,
        "number": 16,
        "precision": 0.375,
        "recall": 0.375
      },
      "eval_CARDINAL": {
        "f1": 0.9919058130978661,
        "number": 678,
        "precision": 0.9897209985315712,
        "recall": 0.9941002949852508
      },
      "eval_DESC": {
        "f1": 0.5142857142857143,
        "number": 30,
        "precision": 0.45,
        "recall": 0.6
      },
      "eval_FT": {
        "f1": 0.5454545454545454,
        "number": 7,
        "precision": 0.75,
        "recall": 0.42857142857142855
      },
      "eval_LOC": {
        "f1": 0.9751958224543081,
        "number": 761,
        "precision": 0.9688715953307393,
        "recall": 0.9816031537450722
      },
      "eval_PER": {
        "f1": 0.980825958702065,
        "number": 676,
        "precision": 0.9779411764705882,
        "recall": 0.9837278106508875
      },
      "eval_SPAT": {
        "f1": 0.9734386216798276,
        "number": 694,
        "precision": 0.9699570815450643,
        "recall": 0.9769452449567724
      },
      "eval_TITRE": {
        "f1": 0.0,
        "number": 2,
        "precision": 0.0,
        "recall": 0.0
      },
      "eval_TITREH": {
        "f1": 0.9411764705882354,
        "number": 33,
        "precision": 0.9142857142857143,
        "recall": 0.9696969696969697
      },
      "eval_TITREP": {
        "f1": 0.3076923076923077,
        "number": 5,
        "precision": 0.25,
        "recall": 0.4
      },
      "eval_accuracy": 0.9657398212512414,
      "eval_accuracy-all": 0.9735600794438928,
      "eval_accuracy-das": 0.9812562065541212,
      "eval_accuracy-l1": 0.9704568023833168,
      "eval_accuracy-l2": 0.9766633565044687,
      "eval_f1": 0.9697841726618704,
      "eval_f1-all": 0.9687682428488031,
      "eval_f1-das": 0.974786800148313,
      "eval_f1-l1": 0.9669012249152984,
      "eval_f1-l2": 0.9711442786069652,
      "eval_loss": 0.12215037643909454,
      "eval_precision": 0.9636831569917071,
      "eval_precision-all": 0.962866260516391,
      "eval_precision-das": 0.970110701107011,
      "eval_precision-l1": 0.9601449275362319,
      "eval_precision-l2": 0.9663366336633663,
      "eval_recall": 0.9759629307848248,
      "eval_recall-all": 0.9747430249632892,
      "eval_recall-das": 0.9795081967213115,
      "eval_recall-l1": 0.973753280839895,
      "eval_recall-l2": 0.976,
      "eval_runtime": 5.9105,
      "eval_samples_per_second": 114.372,
      "eval_steps_per_second": 7.275,
      "step": 900
    },
    {
      "epoch": 2.62,
      "learning_rate": 8e-05,
      "loss": 0.1156,
      "step": 1000
    },
    {
      "epoch": 2.62,
      "eval_ACT": {
        "f1": 0.9304099142040039,
        "number": 519,
        "precision": 0.9207547169811321,
        "recall": 0.9402697495183044
      },
      "eval_ACT_L1": {
        "f1": 0.9526627218934911,
        "number": 503,
        "precision": 0.9452054794520548,
        "recall": 0.9602385685884692
      },
      "eval_ACT_L2": {
        "f1": 0.2857142857142857,
        "number": 16,
        "precision": 0.2631578947368421,
        "recall": 0.3125
      },
      "eval_CARDINAL": {
        "f1": 0.9933774834437086,
        "number": 678,
        "precision": 0.9911894273127754,
        "recall": 0.995575221238938
      },
      "eval_DESC": {
        "f1": 0.4810126582278481,
        "number": 30,
        "precision": 0.3877551020408163,
        "recall": 0.6333333333333333
      },
      "eval_FT": {
        "f1": 0.22222222222222224,
        "number": 7,
        "precision": 0.5,
        "recall": 0.14285714285714285
      },
      "eval_LOC": {
        "f1": 0.9757377049180327,
        "number": 761,
        "precision": 0.9738219895287958,
        "recall": 0.9776609724047306
      },
      "eval_PER": {
        "f1": 0.9903917220990391,
        "number": 676,
        "precision": 0.9896602658788775,
        "recall": 0.9911242603550295
      },
      "eval_SPAT": {
        "f1": 0.9762419006479482,
        "number": 694,
        "precision": 0.9755395683453237,
        "recall": 0.9769452449567724
      },
      "eval_TITRE": {
        "f1": 0.0,
        "number": 2,
        "precision": 0.0,
        "recall": 0.0
      },
      "eval_TITREH": {
        "f1": 0.9411764705882354,
        "number": 33,
        "precision": 0.9142857142857143,
        "recall": 0.9696969696969697
      },
      "eval_TITREP": {
        "f1": 0.3636363636363636,
        "number": 5,
        "precision": 0.3333333333333333,
        "recall": 0.4
      },
      "eval_accuracy": 0.9684707050645481,
      "eval_accuracy-all": 0.9760427010923535,
      "eval_accuracy-das": 0.9820009930486594,
      "eval_accuracy-l1": 0.9729394240317776,
      "eval_accuracy-l2": 0.9791459781529295,
      "eval_f1": 0.969006775263082,
      "eval_f1-all": 0.9669783752191701,
      "eval_f1-das": 0.9748930630463083,
      "eval_f1-l1": 0.9642950221527234,
      "eval_f1-l2": 0.9704023944130362,
      "eval_loss": 0.10316792130470276,
      "eval_precision": 0.9646957520091849,
      "eval_precision-all": 0.962198313463216,
      "eval_precision-das": 0.9732640178239881,
      "eval_precision-l1": 0.9575569358178054,
      "eval_precision-l2": 0.9681486396814863,
      "eval_recall": 0.9733565015928178,
      "eval_recall-all": 0.9718061674008811,
      "eval_recall-das": 0.9765275707898659,
      "eval_recall-l1": 0.9711286089238845,
      "eval_recall-l2": 0.9726666666666667,
      "eval_runtime": 5.4741,
      "eval_samples_per_second": 123.49,
      "eval_steps_per_second": 7.855,
      "step": 1000
    },
    {
      "epoch": 2.89,
      "eval_ACT": {
        "f1": 0.9523809523809523,
        "number": 519,
        "precision": 0.9416195856873822,
        "recall": 0.9633911368015414
      },
      "eval_ACT_L1": {
        "f1": 0.9714847590953786,
        "number": 503,
        "precision": 0.9610894941634242,
        "recall": 0.9821073558648111
      },
      "eval_ACT_L2": {
        "f1": 0.3636363636363636,
        "number": 16,
        "precision": 0.35294117647058826,
        "recall": 0.375
      },
      "eval_CARDINAL": {
        "f1": 0.9933774834437086,
        "number": 678,
        "precision": 0.9911894273127754,
        "recall": 0.995575221238938
      },
      "eval_DESC": {
        "f1": 0.4411764705882353,
        "number": 30,
        "precision": 0.39473684210526316,
        "recall": 0.5
      },
      "eval_FT": {
        "f1": 0.3333333333333333,
        "number": 7,
        "precision": 0.4,
        "recall": 0.2857142857142857
      },
      "eval_LOC": {
        "f1": 0.9706457925636007,
        "number": 761,
        "precision": 0.9637305699481865,
        "recall": 0.9776609724047306
      },
      "eval_PER": {
        "f1": 0.9859778597785979,
        "number": 676,
        "precision": 0.9837997054491899,
        "recall": 0.9881656804733728
      },
      "eval_SPAT": {
        "f1": 0.9748743718592965,
        "number": 694,
        "precision": 0.9713876967095851,
        "recall": 0.978386167146974
      },
      "eval_TITRE": {
        "f1": 0.0,
        "number": 2,
        "precision": 0.0,
        "recall": 0.0
      },
      "eval_TITREH": {
        "f1": 0.9393939393939394,
        "number": 33,
        "precision": 0.9393939393939394,
        "recall": 0.9393939393939394
      },
      "eval_TITREP": {
        "f1": 0.3076923076923077,
        "number": 5,
        "precision": 0.25,
        "recall": 0.4
      },
      "eval_accuracy": 0.9627606752730884,
      "eval_accuracy-all": 0.9717601787487586,
      "eval_accuracy-das": 0.9797666335650447,
      "eval_accuracy-l1": 0.9673535253227408,
      "eval_accuracy-l2": 0.9761668321747765,
      "eval_f1": 0.9696271771987909,
      "eval_f1-all": 0.9680338636695374,
      "eval_f1-das": 0.9740548554484804,
      "eval_f1-l1": 0.9679269882659712,
      "eval_f1-l2": 0.9681697612732096,
      "eval_loss": 0.1330845057964325,
      "eval_precision": 0.9639381797366915,
      "eval_precision-all": 0.9622751015670342,
      "eval_precision-das": 0.9690265486725663,
      "eval_precision-l1": 0.9616580310880829,
      "eval_precision-l2": 0.9630606860158312,
      "eval_recall": 0.9753837242977121,
      "eval_recall-all": 0.9738619676945668,
      "eval_recall-das": 0.9791356184798807,
      "eval_recall-l1": 0.9742782152230971,
      "eval_recall-l2": 0.9733333333333334,
      "eval_runtime": 5.6721,
      "eval_samples_per_second": 119.179,
      "eval_steps_per_second": 7.581,
      "step": 1100
    },
    {
      "epoch": 3.15,
      "eval_ACT": {
        "f1": 0.9495718363463369,
        "number": 519,
        "precision": 0.9379699248120301,
        "recall": 0.9614643545279383
      },
      "eval_ACT_L1": {
        "f1": 0.9723320158102767,
        "number": 503,
        "precision": 0.9666011787819253,
        "recall": 0.9781312127236581
      },
      "eval_ACT_L2": {
        "f1": 0.358974358974359,
        "number": 16,
        "precision": 0.30434782608695654,
        "recall": 0.4375
      },
      "eval_CARDINAL": {
        "f1": 0.9933774834437086,
        "number": 678,
        "precision": 0.9911894273127754,
        "recall": 0.995575221238938
      },
      "eval_DESC": {
        "f1": 0.5675675675675677,
        "number": 30,
        "precision": 0.4772727272727273,
        "recall": 0.7
      },
      "eval_FT": {
        "f1": 0.5,
        "number": 7,
        "precision": 0.6,
        "recall": 0.42857142857142855
      },
      "eval_LOC": {
        "f1": 0.977079240340537,
        "number": 761,
        "precision": 0.9738903394255874,
        "recall": 0.9802890932982917
      },
      "eval_PER": {
        "f1": 0.9940828402366864,
        "number": 676,
        "precision": 0.9940828402366864,
        "recall": 0.9940828402366864
      },
      "eval_SPAT": {
        "f1": 0.9734386216798276,
        "number": 694,
        "precision": 0.9699570815450643,
        "recall": 0.9769452449567724
      },
      "eval_TITRE": {
        "f1": 0.0,
        "number": 2,
        "precision": 0.0,
        "recall": 0.0
      },
      "eval_TITREH": {
        "f1": 0.9393939393939394,
        "number": 33,
        "precision": 0.9393939393939394,
        "recall": 0.9393939393939394
      },
      "eval_TITREP": {
        "f1": 0.3636363636363636,
        "number": 5,
        "precision": 0.3333333333333333,
        "recall": 0.4
      },
      "eval_accuracy": 0.9704568023833168,
      "eval_accuracy-all": 0.9766012909632572,
      "eval_accuracy-das": 0.9842353525322741,
      "eval_accuracy-l1": 0.9749255213505462,
      "eval_accuracy-l2": 0.9782770605759682,
      "eval_f1": 0.9737827715355807,
      "eval_f1-all": 0.9718124726157441,
      "eval_f1-das": 0.9802973977695166,
      "eval_f1-l1": 0.972084529089486,
      "eval_f1-l2": 0.9714664897146648,
      "eval_loss": 0.11478254944086075,
      "eval_precision": 0.9687589567211236,
      "eval_precision-all": 0.9665891923300407,
      "eval_precision-das": 0.9781157270029673,
      "eval_precision-l1": 0.9662863070539419,
      "eval_precision-l2": 0.9669749009247027,
      "eval_recall": 0.9788589632203881,
      "eval_recall-all": 0.9770925110132158,
      "eval_recall-das": 0.982488822652757,
      "eval_recall-l1": 0.9779527559055118,
      "eval_recall-l2": 0.976,
      "eval_runtime": 5.4281,
      "eval_samples_per_second": 124.536,
      "eval_steps_per_second": 7.922,
      "step": 1200
    },
    {
      "epoch": 3.41,
      "eval_ACT": {
        "f1": 0.9627507163323782,
        "number": 519,
        "precision": 0.9545454545454546,
        "recall": 0.9710982658959537
      },
      "eval_ACT_L1": {
        "f1": 0.9735553379040157,
        "number": 503,
        "precision": 0.9594594594594594,
        "recall": 0.9880715705765407
      },
      "eval_ACT_L2": {
        "f1": 0.5384615384615384,
        "number": 16,
        "precision": 0.7,
        "recall": 0.4375
      },
      "eval_CARDINAL": {
        "f1": 0.9919058130978661,
        "number": 678,
        "precision": 0.9897209985315712,
        "recall": 0.9941002949852508
      },
      "eval_DESC": {
        "f1": 0.5901639344262295,
        "number": 30,
        "precision": 0.5806451612903226,
        "recall": 0.6
      },
      "eval_FT": {
        "f1": 0.3333333333333333,
        "number": 7,
        "precision": 0.4,
        "recall": 0.2857142857142857
      },
      "eval_LOC": {
        "f1": 0.9731850882930019,
        "number": 761,
        "precision": 0.96875,
        "recall": 0.9776609724047306
      },
      "eval_PER": {
        "f1": 0.983050847457627,
        "number": 676,
        "precision": 0.9794419970631424,
        "recall": 0.9866863905325444
      },
      "eval_SPAT": {
        "f1": 0.9711815561959655,
        "number": 694,
        "precision": 0.9711815561959655,
        "recall": 0.9711815561959655
      },
      "eval_TITRE": {
        "f1": 0.0,
        "number": 2,
        "precision": 0.0,
        "recall": 0.0
      },
      "eval_TITREH": {
        "f1": 0.9117647058823529,
        "number": 33,
        "precision": 0.8857142857142857,
        "recall": 0.9393939393939394
      },
      "eval_TITREP": {
        "f1": 0.4444444444444445,
        "number": 5,
        "precision": 0.5,
        "recall": 0.4
      },
      "eval_accuracy": 0.9728152929493545,
      "eval_accuracy-all": 0.9803252234359484,
      "eval_accuracy-das": 0.983987090367428,
      "eval_accuracy-l1": 0.9764150943396226,
      "eval_accuracy-l2": 0.9842353525322741,
      "eval_f1": 0.9733083249170393,
      "eval_f1-all": 0.9707259953161592,
      "eval_f1-das": 0.9775301764159703,
      "eval_f1-l1": 0.9694437189866807,
      "eval_f1-l2": 0.9723609723609723,
      "eval_loss": 0.11280758678913116,
      "eval_precision": 0.9698102357676825,
      "eval_precision-all": 0.9676101546542165,
      "eval_precision-das": 0.9744539059607553,
      "eval_precision-l1": 0.9646569646569647,
      "eval_precision-l2": 0.9713905522288756,
      "eval_recall": 0.9768317405154938,
      "eval_recall-all": 0.9738619676945668,
      "eval_recall-das": 0.9806259314456036,
      "eval_recall-l1": 0.9742782152230971,
      "eval_recall-l2": 0.9733333333333334,
      "eval_runtime": 5.8708,
      "eval_samples_per_second": 115.146,
      "eval_steps_per_second": 7.324,
      "step": 1300
    },
    {
      "epoch": 3.67,
      "eval_ACT": {
        "f1": 0.9627507163323782,
        "number": 519,
        "precision": 0.9545454545454546,
        "recall": 0.9710982658959537
      },
      "eval_ACT_L1": {
        "f1": 0.9744597249508842,
        "number": 503,
        "precision": 0.9631067961165048,
        "recall": 0.9860834990059643
      },
      "eval_ACT_L2": {
        "f1": 0.5517241379310345,
        "number": 16,
        "precision": 0.6153846153846154,
        "recall": 0.5
      },
      "eval_CARDINAL": {
        "f1": 0.9919058130978661,
        "number": 678,
        "precision": 0.9897209985315712,
        "recall": 0.9941002949852508
      },
      "eval_DESC": {
        "f1": 0.5454545454545454,
        "number": 30,
        "precision": 0.5,
        "recall": 0.6
      },
      "eval_FT": {
        "f1": 0.5,
        "number": 7,
        "precision": 0.6,
        "recall": 0.42857142857142855
      },
      "eval_LOC": {
        "f1": 0.969341161121983,
        "number": 761,
        "precision": 0.9624352331606217,
        "recall": 0.9763469119579501
      },
      "eval_PER": {
        "f1": 0.9896602658788773,
        "number": 676,
        "precision": 0.9882005899705014,
        "recall": 0.9911242603550295
      },
      "eval_SPAT": {
        "f1": 0.9734386216798276,
        "number": 694,
        "precision": 0.9699570815450643,
        "recall": 0.9769452449567724
      },
      "eval_TITRE": {
        "f1": 0.0,
        "number": 2,
        "precision": 0.0,
        "recall": 0.0
      },
      "eval_TITREH": {
        "f1": 0.9253731343283583,
        "number": 33,
        "precision": 0.9117647058823529,
        "recall": 0.9393939393939394
      },
      "eval_TITREP": {
        "f1": 0.3636363636363636,
        "number": 5,
        "precision": 0.3333333333333333,
        "recall": 0.4
      },
      "eval_accuracy": 0.9725670307845085,
      "eval_accuracy-all": 0.9800148957298908,
      "eval_accuracy-das": 0.9846077457795432,
      "eval_accuracy-l1": 0.9766633565044687,
      "eval_accuracy-l2": 0.9833664349553128,
      "eval_f1": 0.9726303658887928,
      "eval_f1-all": 0.9710695499707772,
      "eval_f1-das": 0.9784706755753526,
      "eval_f1-l1": 0.9715627445864858,
      "eval_f1-l2": 0.9704417137163733,
      "eval_loss": 0.10888810455799103,
      "eval_precision": 0.9676124964173115,
      "eval_precision-all": 0.9662692643210236,
      "eval_precision-das": 0.9748520710059172,
      "eval_precision-l1": 0.9657676348547718,
      "eval_precision-l2": 0.9669093315684977,
      "eval_recall": 0.9777005502461628,
      "eval_recall-all": 0.9759177679882526,
      "eval_recall-das": 0.9821162444113264,
      "eval_recall-l1": 0.9774278215223097,
      "eval_recall-l2": 0.974,
      "eval_runtime": 5.6579,
      "eval_samples_per_second": 119.48,
      "eval_steps_per_second": 7.6,
      "step": 1400
    },
    {
      "epoch": 3.94,
      "learning_rate": 7e-05,
      "loss": 0.0643,
      "step": 1500
    },
    {
      "epoch": 3.94,
      "eval_ACT": {
        "f1": 0.9597701149425287,
        "number": 519,
        "precision": 0.9542857142857143,
        "recall": 0.9653179190751445
      },
      "eval_ACT_L1": {
        "f1": 0.9696969696969698,
        "number": 503,
        "precision": 0.9538461538461539,
        "recall": 0.9860834990059643
      },
      "eval_ACT_L2": {
        "f1": 0.47619047619047616,
        "number": 16,
        "precision": 1.0,
        "recall": 0.3125
      },
      "eval_CARDINAL": {
        "f1": 0.9919058130978661,
        "number": 678,
        "precision": 0.9897209985315712,
        "recall": 0.9941002949852508
      },
      "eval_DESC": {
        "f1": 0.507936507936508,
        "number": 30,
        "precision": 0.48484848484848486,
        "recall": 0.5333333333333333
      },
      "eval_FT": {
        "f1": 0.5,
        "number": 7,
        "precision": 0.6,
        "recall": 0.42857142857142855
      },
      "eval_LOC": {
        "f1": 0.9711664482306683,
        "number": 761,
        "precision": 0.9686274509803922,
        "recall": 0.973718791064389
      },
      "eval_PER": {
        "f1": 0.9904059040590405,
        "number": 676,
        "precision": 0.9882179675994109,
        "recall": 0.992603550295858
      },
      "eval_SPAT": {
        "f1": 0.9741750358680057,
        "number": 694,
        "precision": 0.97,
        "recall": 0.978386167146974
      },
      "eval_TITRE": {
        "f1": 0.0,
        "number": 2,
        "precision": 0.0,
        "recall": 0.0
      },
      "eval_TITREH": {
        "f1": 0.9253731343283583,
        "number": 33,
        "precision": 0.9117647058823529,
        "recall": 0.9393939393939394
      },
      "eval_TITREP": {
        "f1": 0.5714285714285714,
        "number": 5,
        "precision": 0.4444444444444444,
        "recall": 0.8
      },
      "eval_accuracy": 0.9714498510427011,
      "eval_accuracy-all": 0.9782149950347567,
      "eval_accuracy-das": 0.9823733862959285,
      "eval_accuracy-l1": 0.9760427010923535,
      "eval_accuracy-l2": 0.9803872889771599,
      "eval_f1": 0.9740034662045061,
      "eval_f1-all": 0.9713282621416033,
      "eval_f1-das": 0.9782649080438418,
      "eval_f1-l1": 0.9705499087829033,
      "eval_f1-l2": 0.972324108036012,
      "eval_loss": 0.12213347107172012,
      "eval_precision": 0.9714779602420052,
      "eval_precision-all": 0.9676479160594579,
      "eval_precision-das": 0.9755464987032234,
      "eval_precision-l1": 0.9637681159420289,
      "eval_precision-l2": 0.9726484322881921,
      "eval_recall": 0.9765421372719374,
      "eval_recall-all": 0.9750367107195301,
      "eval_recall-das": 0.9809985096870343,
      "eval_recall-l1": 0.9774278215223097,
      "eval_recall-l2": 0.972,
      "eval_runtime": 5.4276,
      "eval_samples_per_second": 124.549,
      "eval_steps_per_second": 7.922,
      "step": 1500
    },
    {
      "epoch": 4.2,
      "eval_ACT": {
        "f1": 0.9551098376313275,
        "number": 519,
        "precision": 0.946969696969697,
        "recall": 0.9633911368015414
      },
      "eval_ACT_L1": {
        "f1": 0.9666011787819253,
        "number": 503,
        "precision": 0.9553398058252427,
        "recall": 0.9781312127236581
      },
      "eval_ACT_L2": {
        "f1": 0.5517241379310345,
        "number": 16,
        "precision": 0.6153846153846154,
        "recall": 0.5
      },
      "eval_CARDINAL": {
        "f1": 0.9919058130978661,
        "number": 678,
        "precision": 0.9897209985315712,
        "recall": 0.9941002949852508
      },
      "eval_DESC": {
        "f1": 0.4444444444444444,
        "number": 30,
        "precision": 0.38095238095238093,
        "recall": 0.5333333333333333
      },
      "eval_FT": {
        "f1": 0.5714285714285714,
        "number": 7,
        "precision": 0.5714285714285714,
        "recall": 0.5714285714285714
      },
      "eval_LOC": {
        "f1": 0.9731499672560576,
        "number": 761,
        "precision": 0.9699738903394256,
        "recall": 0.9763469119579501
      },
      "eval_PER": {
        "f1": 0.9896755162241888,
        "number": 676,
        "precision": 0.986764705882353,
        "recall": 0.992603550295858
      },
      "eval_SPAT": {
        "f1": 0.9713467048710601,
        "number": 694,
        "precision": 0.9658119658119658,
        "recall": 0.9769452449567724
      },
      "eval_TITRE": {
        "f1": 0.0,
        "number": 2,
        "precision": 0.0,
        "recall": 0.0
      },
      "eval_TITREH": {
        "f1": 0.9393939393939394,
        "number": 33,
        "precision": 0.9393939393939394,
        "recall": 0.9393939393939394
      },
      "eval_TITREP": {
        "f1": 0.5000000000000001,
        "number": 5,
        "precision": 0.36363636363636365,
        "recall": 0.8
      },
      "eval_accuracy": 0.971077457795432,
      "eval_accuracy-all": 0.9793321747765641,
      "eval_accuracy-das": 0.9852284011916584,
      "eval_accuracy-l1": 0.9757944389275075,
      "eval_accuracy-l2": 0.9828699106256207,
      "eval_f1": 0.9720702562625972,
      "eval_f1-all": 0.9689277899343545,
      "eval_f1-das": 0.977728285077951,
      "eval_f1-l1": 0.9661810613943809,
      "eval_f1-l2": 0.9724344071736964,
      "eval_loss": 0.12421555072069168,
      "eval_precision": 0.9665044374463212,
      "eval_precision-all": 0.9626086956521739,
      "eval_precision-das": 0.974112426035503,
      "eval_precision-l1": 0.9577101598762249,
      "eval_precision-l2": 0.9688947716743879,
      "eval_recall": 0.9777005502461628,
      "eval_recall-all": 0.9753303964757709,
      "eval_recall-das": 0.981371087928465,
      "eval_recall-l1": 0.9748031496062992,
      "eval_recall-l2": 0.976,
      "eval_runtime": 5.6854,
      "eval_samples_per_second": 118.901,
      "eval_steps_per_second": 7.563,
      "step": 1600
    },
    {
      "epoch": 4.46,
      "eval_ACT": {
        "f1": 0.9531100478468899,
        "number": 519,
        "precision": 0.9467680608365019,
        "recall": 0.9595375722543352
      },
      "eval_ACT_L1": {
        "f1": 0.9740518962075847,
        "number": 503,
        "precision": 0.9779559118236473,
        "recall": 0.9701789264413518
      },
      "eval_ACT_L2": {
        "f1": 0.4651162790697674,
        "number": 16,
        "precision": 0.37037037037037035,
        "recall": 0.625
      },
      "eval_CARDINAL": {
        "f1": 0.9919058130978661,
        "number": 678,
        "precision": 0.9897209985315712,
        "recall": 0.9941002949852508
      },
      "eval_DESC": {
        "f1": 0.5866666666666667,
        "number": 30,
        "precision": 0.4888888888888889,
        "recall": 0.7333333333333333
      },
      "eval_FT": {
        "f1": 0.5454545454545454,
        "number": 7,
        "precision": 0.75,
        "recall": 0.42857142857142855
      },
      "eval_LOC": {
        "f1": 0.9724409448818898,
        "number": 761,
        "precision": 0.9711664482306684,
        "recall": 0.973718791064389
      },
      "eval_PER": {
        "f1": 0.9903917220990391,
        "number": 676,
        "precision": 0.9896602658788775,
        "recall": 0.9911242603550295
      },
      "eval_SPAT": {
        "f1": 0.9727011494252873,
        "number": 694,
        "precision": 0.9699140401146131,
        "recall": 0.9755043227665706
      },
      "eval_TITRE": {
        "f1": 0.0,
        "number": 2,
        "precision": 0.0,
        "recall": 0.0
      },
      "eval_TITREH": {
        "f1": 0.9393939393939394,
        "number": 33,
        "precision": 0.9393939393939394,
        "recall": 0.9393939393939394
      },
      "eval_TITREP": {
        "f1": 0.6666666666666666,
        "number": 5,
        "precision": 0.5714285714285714,
        "recall": 0.8
      },
      "eval_accuracy": 0.9687189672293942,
      "eval_accuracy-all": 0.9752979145978153,
      "eval_accuracy-das": 0.9823733862959285,
      "eval_accuracy-l1": 0.9728152929493545,
      "eval_accuracy-l2": 0.977780536246276,
      "eval_f1": 0.972739073993942,
      "eval_f1-all": 0.9709021786810937,
      "eval_f1-das": 0.9771247907755253,
      "eval_f1-l1": 0.9712343096234309,
      "eval_f1-l2": 0.9704809286898839,
      "eval_loss": 0.1286446452140808,
      "eval_precision": 0.9689655172413794,
      "eval_precision-all": 0.966802562609202,
      "eval_precision-das": 0.9754920163386558,
      "eval_precision-l1": 0.9676915059927045,
      "eval_precision-l2": 0.9656765676567657,
      "eval_recall": 0.9765421372719374,
      "eval_recall-all": 0.9750367107195301,
      "eval_recall-das": 0.9787630402384501,
      "eval_recall-l1": 0.9748031496062992,
      "eval_recall-l2": 0.9753333333333334,
      "eval_runtime": 5.4564,
      "eval_samples_per_second": 123.892,
      "eval_steps_per_second": 7.881,
      "step": 1700
    },
    {
      "epoch": 4.72,
      "eval_ACT": {
        "f1": 0.9523809523809523,
        "number": 519,
        "precision": 0.9416195856873822,
        "recall": 0.9633911368015414
      },
      "eval_ACT_L1": {
        "f1": 0.967487684729064,
        "number": 503,
        "precision": 0.958984375,
        "recall": 0.9761431411530815
      },
      "eval_ACT_L2": {
        "f1": 0.5142857142857142,
        "number": 16,
        "precision": 0.47368421052631576,
        "recall": 0.5625
      },
      "eval_CARDINAL": {
        "f1": 0.9919058130978661,
        "number": 678,
        "precision": 0.9897209985315712,
        "recall": 0.9941002949852508
      },
      "eval_DESC": {
        "f1": 0.5428571428571427,
        "number": 30,
        "precision": 0.475,
        "recall": 0.6333333333333333
      },
      "eval_FT": {
        "f1": 0.42857142857142855,
        "number": 7,
        "precision": 0.42857142857142855,
        "recall": 0.42857142857142855
      },
      "eval_LOC": {
        "f1": 0.970722186076773,
        "number": 761,
        "precision": 0.961340206185567,
        "recall": 0.9802890932982917
      },
      "eval_PER": {
        "f1": 0.9896602658788773,
        "number": 676,
        "precision": 0.9882005899705014,
        "recall": 0.9911242603550295
      },
      "eval_SPAT": {
        "f1": 0.9707351891506067,
        "number": 694,
        "precision": 0.9618104667609618,
        "recall": 0.9798270893371758
      },
      "eval_TITRE": {
        "f1": 0.0,
        "number": 2,
        "precision": 0.0,
        "recall": 0.0
      },
      "eval_TITREH": {
        "f1": 0.9393939393939394,
        "number": 33,
        "precision": 0.9393939393939394,
        "recall": 0.9393939393939394
      },
      "eval_TITREP": {
        "f1": 0.42857142857142855,
        "number": 5,
        "precision": 0.3333333333333333,
        "recall": 0.6
      },
      "eval_accuracy": 0.971077457795432,
      "eval_accuracy-all": 0.9784632571996028,
      "eval_accuracy-das": 0.983862959285005,
      "eval_accuracy-l1": 0.9754220456802384,
      "eval_accuracy-l2": 0.9815044687189672,
      "eval_f1": 0.9709519700891572,
      "eval_f1-all": 0.9686908402504734,
      "eval_f1-das": 0.975166790214974,
      "eval_f1-l1": 0.9682457053617908,
      "eval_f1-l2": 0.9692561983471075,
      "eval_loss": 0.12661133706569672,
      "eval_precision": 0.9642959154527277,
      "eval_precision-all": 0.9607163489312536,
      "eval_precision-das": 0.9701327433628318,
      "eval_precision-l1": 0.9602478058853898,
      "eval_precision-l2": 0.9613114754098361,
      "eval_recall": 0.9777005502461628,
      "eval_recall-all": 0.976798825256975,
      "eval_recall-das": 0.9802533532041728,
      "eval_recall-l1": 0.9763779527559056,
      "eval_recall-l2": 0.9773333333333334,
      "eval_runtime": 5.8561,
      "eval_samples_per_second": 115.435,
      "eval_steps_per_second": 7.343,
      "step": 1800
    },
    {
      "epoch": 4.99,
      "eval_ACT": {
        "f1": 0.956855225311601,
        "number": 519,
        "precision": 0.9522900763358778,
        "recall": 0.9614643545279383
      },
      "eval_ACT_L1": {
        "f1": 0.9733464955577492,
        "number": 503,
        "precision": 0.9666666666666667,
        "recall": 0.9801192842942346
      },
      "eval_ACT_L2": {
        "f1": 0.39999999999999997,
        "number": 16,
        "precision": 0.42857142857142855,
        "recall": 0.375
      },
      "eval_CARDINAL": {
        "f1": 0.9919058130978661,
        "number": 678,
        "precision": 0.9897209985315712,
        "recall": 0.9941002949852508
      },
      "eval_DESC": {
        "f1": 0.5846153846153846,
        "number": 30,
        "precision": 0.5428571428571428,
        "recall": 0.6333333333333333
      },
      "eval_FT": {
        "f1": 0.5454545454545454,
        "number": 7,
        "precision": 0.75,
        "recall": 0.42857142857142855
      },
      "eval_LOC": {
        "f1": 0.9758011772400262,
        "number": 761,
        "precision": 0.9713541666666666,
        "recall": 0.9802890932982917
      },
      "eval_PER": {
        "f1": 0.9940915805022156,
        "number": 676,
        "precision": 0.9926253687315634,
        "recall": 0.9955621301775148
      },
      "eval_SPAT": {
        "f1": 0.9770114942528735,
        "number": 694,
        "precision": 0.9742120343839542,
        "recall": 0.9798270893371758
      },
      "eval_TITRE": {
        "f1": 0.0,
        "number": 2,
        "precision": 0.0,
        "recall": 0.0
      },
      "eval_TITREH": {
        "f1": 0.9393939393939394,
        "number": 33,
        "precision": 0.9393939393939394,
        "recall": 0.9393939393939394
      },
      "eval_TITREP": {
        "f1": 0.3636363636363636,
        "number": 5,
        "precision": 0.3333333333333333,
        "recall": 0.4
      },
      "eval_accuracy": 0.971201588877855,
      "eval_accuracy-all": 0.9772219463753724,
      "eval_accuracy-das": 0.9844836146971202,
      "eval_accuracy-l1": 0.9745531281032771,
      "eval_accuracy-l2": 0.9798907646474677,
      "eval_f1": 0.9751732101616628,
      "eval_f1-all": 0.9738036001756183,
      "eval_f1-das": 0.9795539033457249,
      "eval_f1-l1": 0.9746537758035013,
      "eval_f1-l2": 0.9727212242182302,
      "eval_loss": 0.12404584884643555,
      "eval_precision": 0.9720863309352518,
      "eval_precision-all": 0.970536756126021,
      "eval_precision-das": 0.9773738872403561,
      "eval_precision-l1": 0.9703433922996878,
      "eval_precision-l2": 0.9707835325365206,
      "eval_recall": 0.9782797567332754,
      "eval_recall-all": 0.9770925110132158,
      "eval_recall-das": 0.9817436661698957,
      "eval_recall-l1": 0.979002624671916,
      "eval_recall-l2": 0.9746666666666667,
      "eval_runtime": 5.4946,
      "eval_samples_per_second": 123.03,
      "eval_steps_per_second": 7.826,
      "step": 1900
    },
    {
      "epoch": 5.25,
      "learning_rate": 6e-05,
      "loss": 0.0394,
      "step": 2000
    },
    {
      "epoch": 5.25,
      "eval_ACT": {
        "f1": 0.9495718363463369,
        "number": 519,
        "precision": 0.9379699248120301,
        "recall": 0.9614643545279383
      },
      "eval_ACT_L1": {
        "f1": 0.9693372898120672,
        "number": 503,
        "precision": 0.9645669291338582,
        "recall": 0.974155069582505
      },
      "eval_ACT_L2": {
        "f1": 0.45,
        "number": 16,
        "precision": 0.375,
        "recall": 0.5625
      },
      "eval_CARDINAL": {
        "f1": 0.9919058130978661,
        "number": 678,
        "precision": 0.9897209985315712,
        "recall": 0.9941002949852508
      },
      "eval_DESC": {
        "f1": 0.5526315789473684,
        "number": 30,
        "precision": 0.45652173913043476,
        "recall": 0.7
      },
      "eval_FT": {
        "f1": 0.36363636363636365,
        "number": 7,
        "precision": 0.5,
        "recall": 0.2857142857142857
      },
      "eval_LOC": {
        "f1": 0.9731499672560576,
        "number": 761,
        "precision": 0.9699738903394256,
        "recall": 0.9763469119579501
      },
      "eval_PER": {
        "f1": 0.9896602658788773,
        "number": 676,
        "precision": 0.9882005899705014,
        "recall": 0.9911242603550295
      },
      "eval_SPAT": {
        "f1": 0.976978417266187,
        "number": 694,
        "precision": 0.9755747126436781,
        "recall": 0.978386167146974
      },
      "eval_TITRE": {
        "f1": 0.0,
        "number": 2,
        "precision": 0.0,
        "recall": 0.0
      },
      "eval_TITREH": {
        "f1": 0.9393939393939394,
        "number": 33,
        "precision": 0.9393939393939394,
        "recall": 0.9393939393939394
      },
      "eval_TITREP": {
        "f1": 0.6666666666666666,
        "number": 5,
        "precision": 0.5714285714285714,
        "recall": 0.8
      },
      "eval_accuracy": 0.9715739821251241,
      "eval_accuracy-all": 0.9779046673286991,
      "eval_accuracy-das": 0.9851042701092354,
      "eval_accuracy-l1": 0.9755461767626614,
      "eval_accuracy-l2": 0.9802631578947368,
      "eval_f1": 0.971930329638693,
      "eval_f1-all": 0.9699357851722126,
      "eval_f1-das": 0.977133296151701,
      "eval_f1-l1": 0.9695074276778733,
      "eval_f1-l2": 0.9704809286898839,
      "eval_loss": 0.11899319291114807,
      "eval_precision": 0.9662278191184889,
      "eval_precision-all": 0.9640266898752539,
      "eval_precision-das": 0.975139146567718,
      "eval_precision-l1": 0.9627329192546584,
      "eval_precision-l2": 0.9656765676567657,
      "eval_recall": 0.9777005502461628,
      "eval_recall-all": 0.9759177679882526,
      "eval_recall-das": 0.9791356184798807,
      "eval_recall-l1": 0.9763779527559056,
      "eval_recall-l2": 0.9753333333333334,
      "eval_runtime": 5.7236,
      "eval_samples_per_second": 118.108,
      "eval_steps_per_second": 7.513,
      "step": 2000
    },
    {
      "epoch": 5.51,
      "eval_ACT": {
        "f1": 0.9563567362428842,
        "number": 519,
        "precision": 0.9420560747663551,
        "recall": 0.9710982658959537
      },
      "eval_ACT_L1": {
        "f1": 0.9744597249508842,
        "number": 503,
        "precision": 0.9631067961165048,
        "recall": 0.9860834990059643
      },
      "eval_ACT_L2": {
        "f1": 0.4444444444444445,
        "number": 16,
        "precision": 0.4,
        "recall": 0.5
      },
      "eval_CARDINAL": {
        "f1": 0.9919058130978661,
        "number": 678,
        "precision": 0.9897209985315712,
        "recall": 0.9941002949852508
      },
      "eval_DESC": {
        "f1": 0.626865671641791,
        "number": 30,
        "precision": 0.5675675675675675,
        "recall": 0.7
      },
      "eval_FT": {
        "f1": 0.4,
        "number": 7,
        "precision": 0.6666666666666666,
        "recall": 0.2857142857142857
      },
      "eval_LOC": {
        "f1": 0.9731499672560576,
        "number": 761,
        "precision": 0.9699738903394256,
        "recall": 0.9763469119579501
      },
      "eval_PER": {
        "f1": 0.9933481152993349,
        "number": 676,
        "precision": 0.9926144756277696,
        "recall": 0.9940828402366864
      },
      "eval_SPAT": {
        "f1": 0.9683453237410072,
        "number": 694,
        "precision": 0.9669540229885057,
        "recall": 0.9697406340057637
      },
      "eval_TITRE": {
        "f1": 0.5,
        "number": 2,
        "precision": 0.5,
        "recall": 0.5
      },
      "eval_TITREH": {
        "f1": 0.9393939393939394,
        "number": 33,
        "precision": 0.9393939393939394,
        "recall": 0.9393939393939394
      },
      "eval_TITREP": {
        "f1": 0.7272727272727272,
        "number": 5,
        "precision": 0.6666666666666666,
        "recall": 0.8
      },
      "eval_accuracy": 0.9699602780536246,
      "eval_accuracy-all": 0.9771598808341608,
      "eval_accuracy-das": 0.9846077457795432,
      "eval_accuracy-l1": 0.9740566037735849,
      "eval_accuracy-l2": 0.9802631578947368,
      "eval_f1": 0.9732142857142857,
      "eval_f1-all": 0.9720801052477709,
      "eval_f1-das": 0.9790157845868152,
      "eval_f1-l1": 0.9723382045929018,
      "eval_f1-l2": 0.9717514124293786,
      "eval_loss": 0.12185024470090866,
      "eval_precision": 0.9679175021483816,
      "eval_precision-all": 0.9676949941792782,
      "eval_precision-das": 0.9759348389485376,
      "eval_precision-l1": 0.9667877529839128,
      "eval_precision-l2": 0.9688535453943009,
      "eval_recall": 0.9785693599768317,
      "eval_recall-all": 0.9765051395007343,
      "eval_recall-das": 0.9821162444113264,
      "eval_recall-l1": 0.9779527559055118,
      "eval_recall-l2": 0.9746666666666667,
      "eval_runtime": 5.1495,
      "eval_samples_per_second": 131.275,
      "eval_steps_per_second": 8.35,
      "step": 2100
    },
    {
      "epoch": 5.77,
      "eval_ACT": {
        "f1": 0.9541984732824428,
        "number": 519,
        "precision": 0.945179584120983,
        "recall": 0.9633911368015414
      },
      "eval_ACT_L1": {
        "f1": 0.9731876861966237,
        "number": 503,
        "precision": 0.9722222222222222,
        "recall": 0.974155069582505
      },
      "eval_ACT_L2": {
        "f1": 0.48780487804878053,
        "number": 16,
        "precision": 0.4,
        "recall": 0.625
      },
      "eval_CARDINAL": {
        "f1": 0.9896907216494845,
        "number": 678,
        "precision": 0.9882352941176471,
        "recall": 0.9911504424778761
      },
      "eval_DESC": {
        "f1": 0.6285714285714286,
        "number": 30,
        "precision": 0.55,
        "recall": 0.7333333333333333
      },
      "eval_FT": {
        "f1": 0.5454545454545454,
        "number": 7,
        "precision": 0.75,
        "recall": 0.42857142857142855
      },
      "eval_LOC": {
        "f1": 0.9718402095612311,
        "number": 761,
        "precision": 0.9686684073107049,
        "recall": 0.9750328515111695
      },
      "eval_PER": {
        "f1": 0.9889135254988912,
        "number": 676,
        "precision": 0.9881831610044313,
        "recall": 0.9896449704142012
      },
      "eval_SPAT": {
        "f1": 0.9698275862068965,
        "number": 694,
        "precision": 0.9670487106017192,
        "recall": 0.9726224783861671
      },
      "eval_TITRE": {
        "f1": 0.0,
        "number": 2,
        "precision": 0.0,
        "recall": 0.0
      },
      "eval_TITREH": {
        "f1": 0.9393939393939394,
        "number": 33,
        "precision": 0.9393939393939394,
        "recall": 0.9393939393939394
      },
      "eval_TITREP": {
        "f1": 0.8000000000000002,
        "number": 5,
        "precision": 0.8,
        "recall": 0.8
      },
      "eval_accuracy": 0.9707050645481629,
      "eval_accuracy-all": 0.9767254220456802,
      "eval_accuracy-das": 0.9857249255213505,
      "eval_accuracy-l1": 0.9739324726911619,
      "eval_accuracy-l2": 0.9795183714001986,
      "eval_f1": 0.9721781750036038,
      "eval_f1-all": 0.970317297850563,
      "eval_f1-das": 0.9765799256505575,
      "eval_f1-l1": 0.9702038682697334,
      "eval_f1-l2": 0.9704613342183871,
      "eval_loss": 0.11723724007606506,
      "eval_precision": 0.9678530424799081,
      "eval_precision-all": 0.9662201514269074,
      "eval_precision-das": 0.974406528189911,
      "eval_precision-l1": 0.9661634565330557,
      "eval_precision-l2": 0.9662921348314607,
      "eval_recall": 0.9765421372719374,
      "eval_recall-all": 0.9744493392070485,
      "eval_recall-das": 0.9787630402384501,
      "eval_recall-l1": 0.9742782152230971,
      "eval_recall-l2": 0.9746666666666667,
      "eval_runtime": 5.6038,
      "eval_samples_per_second": 120.632,
      "eval_steps_per_second": 7.673,
      "step": 2200
    },
    {
      "epoch": 6.04,
      "eval_ACT": {
        "f1": 0.948162111215834,
        "number": 519,
        "precision": 0.9280442804428044,
        "recall": 0.9691714836223507
      },
      "eval_ACT_L1": {
        "f1": 0.9695780176643769,
        "number": 503,
        "precision": 0.9573643410852714,
        "recall": 0.9821073558648111
      },
      "eval_ACT_L2": {
        "f1": 0.4285714285714286,
        "number": 16,
        "precision": 0.34615384615384615,
        "recall": 0.5625
      },
      "eval_CARDINAL": {
        "f1": 0.9919058130978661,
        "number": 678,
        "precision": 0.9897209985315712,
        "recall": 0.9941002949852508
      },
      "eval_DESC": {
        "f1": 0.5405405405405405,
        "number": 30,
        "precision": 0.45454545454545453,
        "recall": 0.6666666666666666
      },
      "eval_FT": {
        "f1": 0.5714285714285714,
        "number": 7,
        "precision": 0.5714285714285714,
        "recall": 0.5714285714285714
      },
      "eval_LOC": {
        "f1": 0.9719504240052185,
        "number": 761,
        "precision": 0.9650259067357513,
        "recall": 0.9789750328515112
      },
      "eval_PER": {
        "f1": 0.9911242603550295,
        "number": 676,
        "precision": 0.9911242603550295,
        "recall": 0.9911242603550295
      },
      "eval_SPAT": {
        "f1": 0.9742120343839541,
        "number": 694,
        "precision": 0.9686609686609686,
        "recall": 0.9798270893371758
      },
      "eval_TITRE": {
        "f1": 0.5,
        "number": 2,
        "precision": 0.5,
        "recall": 0.5
      },
      "eval_TITREH": {
        "f1": 0.955223880597015,
        "number": 33,
        "precision": 0.9411764705882353,
        "recall": 0.9696969696969697
      },
      "eval_TITREP": {
        "f1": 0.6666666666666666,
        "number": 5,
        "precision": 0.5714285714285714,
        "recall": 0.8
      },
      "eval_accuracy": 0.9745531281032771,
      "eval_accuracy-all": 0.9810700099304865,
      "eval_accuracy-das": 0.9857249255213505,
      "eval_accuracy-l1": 0.9782770605759682,
      "eval_accuracy-l2": 0.983862959285005,
      "eval_f1": 0.9708626381512846,
      "eval_f1-all": 0.9700232828870782,
      "eval_f1-das": 0.9770200148257969,
      "eval_f1-l1": 0.9700910273081925,
      "eval_f1-l2": 0.969937231582425,
      "eval_loss": 0.10998627543449402,
      "eval_precision": 0.9624359704040979,
      "eval_precision-all": 0.961349870204788,
      "eval_precision-das": 0.971976401179941,
      "eval_precision-l1": 0.961340206185567,
      "eval_precision-l2": 0.9613621480026195,
      "eval_recall": 0.9794381697075007,
      "eval_recall-all": 0.9788546255506608,
      "eval_recall-das": 0.9821162444113264,
      "eval_recall-l1": 0.979002624671916,
      "eval_recall-l2": 0.9786666666666667,
      "eval_runtime": 5.4332,
      "eval_samples_per_second": 124.419,
      "eval_steps_per_second": 7.914,
      "step": 2300
    },
    {
      "epoch": 6.3,
      "eval_ACT": {
        "f1": 0.9703915950334289,
        "number": 519,
        "precision": 0.9621212121212122,
        "recall": 0.9788053949903661
      },
      "eval_ACT_L1": {
        "f1": 0.9812807881773399,
        "number": 503,
        "precision": 0.97265625,
        "recall": 0.9900596421471173
      },
      "eval_ACT_L2": {
        "f1": 0.625,
        "number": 16,
        "precision": 0.625,
        "recall": 0.625
      },
      "eval_CARDINAL": {
        "f1": 0.9919058130978661,
        "number": 678,
        "precision": 0.9897209985315712,
        "recall": 0.9941002949852508
      },
      "eval_DESC": {
        "f1": 0.6031746031746033,
        "number": 30,
        "precision": 0.5757575757575758,
        "recall": 0.6333333333333333
      },
      "eval_FT": {
        "f1": 0.5333333333333333,
        "number": 7,
        "precision": 0.5,
        "recall": 0.5714285714285714
      },
      "eval_LOC": {
        "f1": 0.9770491803278688,
        "number": 761,
        "precision": 0.975130890052356,
        "recall": 0.9789750328515112
      },
      "eval_PER": {
        "f1": 0.9881656804733728,
        "number": 676,
        "precision": 0.9881656804733728,
        "recall": 0.9881656804733728
      },
      "eval_SPAT": {
        "f1": 0.9734004313443565,
        "number": 694,
        "precision": 0.9713055954088953,
        "recall": 0.9755043227665706
      },
      "eval_TITRE": {
        "f1": 0.5,
        "number": 2,
        "precision": 0.5,
        "recall": 0.5
      },
      "eval_TITREH": {
        "f1": 0.9393939393939394,
        "number": 33,
        "precision": 0.9393939393939394,
        "recall": 0.9393939393939394
      },
      "eval_TITREP": {
        "f1": 0.7272727272727272,
        "number": 5,
        "precision": 0.6666666666666666,
        "recall": 0.8
      },
      "eval_accuracy": 0.9779046673286991,
      "eval_accuracy-all": 0.983738828202582,
      "eval_accuracy-das": 0.9877110228401191,
      "eval_accuracy-l1": 0.9810079443892751,
      "eval_accuracy-l2": 0.9864697120158887,
      "eval_f1": 0.9760530871321408,
      "eval_f1-all": 0.974974388994585,
      "eval_f1-das": 0.9804868983460323,
      "eval_f1-l1": 0.9741176470588235,
      "eval_f1-l2": 0.976063829787234,
      "eval_loss": 0.11249667406082153,
      "eval_precision": 0.9724058637539523,
      "eval_precision-all": 0.9717036172695449,
      "eval_precision-das": 0.9781238413051538,
      "eval_precision-l1": 0.9703125,
      "eval_precision-l2": 0.9734748010610079,
      "eval_recall": 0.9797277729510571,
      "eval_recall-all": 0.9782672540381792,
      "eval_recall-das": 0.9828614008941878,
      "eval_recall-l1": 0.9779527559055118,
      "eval_recall-l2": 0.9786666666666667,
      "eval_runtime": 5.5469,
      "eval_samples_per_second": 121.87,
      "eval_steps_per_second": 7.752,
      "step": 2400
    }
  ],
  "max_steps": 5000,
  "num_train_epochs": 14,
  "total_flos": 972062817576192.0,
  "trial_name": null,
  "trial_params": null
}