{
  "best_metric": 0.9745301568430197,
  "best_model_checkpoint": "models/pos_final_xlm_fr/checkpoint-448",
  "epoch": 39.94915254237288,
  "global_step": 560,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.95,
      "eval_accuracy": 0.0025780833283944762,
      "eval_f1": 0.0,
      "eval_loss": 3.5537023544311523,
      "eval_precision": 0.0,
      "eval_recall": 0.0,
      "eval_runtime": 2.1805,
      "eval_samples_per_second": 760.825,
      "eval_steps_per_second": 3.21,
      "step": 14
    },
    {
      "epoch": 1.95,
      "eval_accuracy": 0.004948734664849168,
      "eval_f1": 0.004161179878851726,
      "eval_loss": 3.453566551208496,
      "eval_precision": 0.01528046421663443,
      "eval_recall": 0.0024085365853658536,
      "eval_runtime": 2.2293,
      "eval_samples_per_second": 744.195,
      "eval_steps_per_second": 3.14,
      "step": 28
    },
    {
      "epoch": 2.95,
      "eval_accuracy": 0.2843003615243288,
      "eval_f1": 0.2065520889335946,
      "eval_loss": 3.1247434616088867,
      "eval_precision": 0.23953179679015324,
      "eval_recall": 0.18155487804878048,
      "eval_runtime": 2.0115,
      "eval_samples_per_second": 824.764,
      "eval_steps_per_second": 3.48,
      "step": 42
    },
    {
      "epoch": 3.95,
      "eval_accuracy": 0.45430569548983585,
      "eval_f1": 0.3899751394208157,
      "eval_loss": 2.598811149597168,
      "eval_precision": 0.4342361215023193,
      "eval_recall": 0.3539024390243902,
      "eval_runtime": 2.3441,
      "eval_samples_per_second": 707.74,
      "eval_steps_per_second": 2.986,
      "step": 56
    },
    {
      "epoch": 4.95,
      "eval_accuracy": 0.5148462039945475,
      "eval_f1": 0.454724342663274,
      "eval_loss": 2.0168328285217285,
      "eval_precision": 0.5125430210325048,
      "eval_recall": 0.4086280487804878,
      "eval_runtime": 2.0095,
      "eval_samples_per_second": 825.594,
      "eval_steps_per_second": 3.484,
      "step": 70
    },
    {
      "epoch": 5.95,
      "eval_accuracy": 0.6085758312096249,
      "eval_f1": 0.5542561693660192,
      "eval_loss": 1.4837758541107178,
      "eval_precision": 0.5959454245729718,
      "eval_recall": 0.5180182926829269,
      "eval_runtime": 2.0097,
      "eval_samples_per_second": 825.481,
      "eval_steps_per_second": 3.483,
      "step": 84
    },
    {
      "epoch": 6.95,
      "eval_accuracy": 0.7980501392757661,
      "eval_f1": 0.7759372816890475,
      "eval_loss": 0.9300474524497986,
      "eval_precision": 0.7904792029100111,
      "eval_recall": 0.7619207317073171,
      "eval_runtime": 2.0866,
      "eval_samples_per_second": 795.072,
      "eval_steps_per_second": 3.355,
      "step": 98
    },
    {
      "epoch": 7.95,
      "eval_accuracy": 0.9146565518876312,
      "eval_f1": 0.909426874150543,
      "eval_loss": 0.4873865842819214,
      "eval_precision": 0.911054676743261,
      "eval_recall": 0.9078048780487805,
      "eval_runtime": 2.0506,
      "eval_samples_per_second": 809.029,
      "eval_steps_per_second": 3.414,
      "step": 112
    },
    {
      "epoch": 8.95,
      "eval_accuracy": 0.9395780240621111,
      "eval_f1": 0.9370149572323785,
      "eval_loss": 0.2940390408039093,
      "eval_precision": 0.9372007197974808,
      "eval_recall": 0.936829268292683,
      "eval_runtime": 2.4026,
      "eval_samples_per_second": 690.513,
      "eval_steps_per_second": 2.914,
      "step": 126
    },
    {
      "epoch": 9.95,
      "eval_accuracy": 0.9490309962662241,
      "eval_f1": 0.9476378372613843,
      "eval_loss": 0.20862668752670288,
      "eval_precision": 0.9470751240902585,
      "eval_recall": 0.9482012195121952,
      "eval_runtime": 2.1173,
      "eval_samples_per_second": 783.547,
      "eval_steps_per_second": 3.306,
      "step": 140
    },
    {
      "epoch": 10.95,
      "eval_accuracy": 0.96272150773425,
      "eval_f1": 0.9601852133914156,
      "eval_loss": 0.16879160702228546,
      "eval_precision": 0.9593961161502405,
      "eval_recall": 0.9609756097560975,
      "eval_runtime": 2.6297,
      "eval_samples_per_second": 630.882,
      "eval_steps_per_second": 2.662,
      "step": 154
    },
    {
      "epoch": 11.95,
      "eval_accuracy": 0.9659218870384638,
      "eval_f1": 0.9632472774350773,
      "eval_loss": 0.1449553668498993,
      "eval_precision": 0.9624410287627454,
      "eval_recall": 0.9640548780487805,
      "eval_runtime": 2.1659,
      "eval_samples_per_second": 765.976,
      "eval_steps_per_second": 3.232,
      "step": 168
    },
    {
      "epoch": 12.95,
      "eval_accuracy": 0.9685592366502697,
      "eval_f1": 0.9659930249912432,
      "eval_loss": 0.13338540494441986,
      "eval_precision": 0.9650670967349299,
      "eval_recall": 0.9669207317073171,
      "eval_runtime": 2.0965,
      "eval_samples_per_second": 791.329,
      "eval_steps_per_second": 3.339,
      "step": 182
    },
    {
      "epoch": 13.95,
      "eval_accuracy": 0.9702483257274936,
      "eval_f1": 0.9679444207447133,
      "eval_loss": 0.12125352025032043,
      "eval_precision": 0.9674138141064685,
      "eval_recall": 0.9684756097560976,
      "eval_runtime": 2.0848,
      "eval_samples_per_second": 795.757,
      "eval_steps_per_second": 3.358,
      "step": 196
    },
    {
      "epoch": 14.95,
      "eval_accuracy": 0.9718188822378948,
      "eval_f1": 0.9689970901445788,
      "eval_loss": 0.11550796031951904,
      "eval_precision": 0.9684216937178355,
      "eval_recall": 0.9695731707317073,
      "eval_runtime": 2.1294,
      "eval_samples_per_second": 779.097,
      "eval_steps_per_second": 3.287,
      "step": 210
    },
    {
      "epoch": 15.95,
      "eval_accuracy": 0.9733598056065904,
      "eval_f1": 0.9709382953108094,
      "eval_loss": 0.10925151407718658,
      "eval_precision": 0.9706572412322131,
      "eval_recall": 0.9712195121951219,
      "eval_runtime": 2.0792,
      "eval_samples_per_second": 797.884,
      "eval_steps_per_second": 3.367,
      "step": 224
    },
    {
      "epoch": 16.95,
      "eval_accuracy": 0.9739228352989984,
      "eval_f1": 0.9713353956812605,
      "eval_loss": 0.10589804500341415,
      "eval_precision": 0.9710246488528685,
      "eval_recall": 0.9716463414634147,
      "eval_runtime": 3.3331,
      "eval_samples_per_second": 497.732,
      "eval_steps_per_second": 2.1,
      "step": 238
    },
    {
      "epoch": 17.95,
      "eval_accuracy": 0.973952468440704,
      "eval_f1": 0.9713650009905667,
      "eval_loss": 0.10459830611944199,
      "eval_precision": 0.9710838233949846,
      "eval_recall": 0.9716463414634147,
      "eval_runtime": 2.0698,
      "eval_samples_per_second": 801.518,
      "eval_steps_per_second": 3.382,
      "step": 252
    },
    {
      "epoch": 18.95,
      "eval_accuracy": 0.9745154981331121,
      "eval_f1": 0.9721574543958305,
      "eval_loss": 0.10144730657339096,
      "eval_precision": 0.9718760474115604,
      "eval_recall": 0.9724390243902439,
      "eval_runtime": 2.3781,
      "eval_samples_per_second": 697.618,
      "eval_steps_per_second": 2.944,
      "step": 266
    },
    {
      "epoch": 19.95,
      "eval_accuracy": 0.9741599004326439,
      "eval_f1": 0.971824761904762,
      "eval_loss": 0.1002810001373291,
      "eval_precision": 0.9714546839299315,
      "eval_recall": 0.9721951219512195,
      "eval_runtime": 2.3329,
      "eval_samples_per_second": 711.141,
      "eval_steps_per_second": 3.001,
      "step": 280
    },
    {
      "epoch": 20.95,
      "eval_accuracy": 0.9750785278255201,
      "eval_f1": 0.9727077396644468,
      "eval_loss": 0.09868494421243668,
      "eval_precision": 0.9723669378179934,
      "eval_recall": 0.9730487804878049,
      "eval_runtime": 2.094,
      "eval_samples_per_second": 792.279,
      "eval_steps_per_second": 3.343,
      "step": 294
    },
    {
      "epoch": 21.95,
      "eval_accuracy": 0.9750192615421087,
      "eval_f1": 0.9725075436618001,
      "eval_loss": 0.09709486365318298,
      "eval_precision": 0.9722408434395758,
      "eval_recall": 0.9727743902439024,
      "eval_runtime": 2.3309,
      "eval_samples_per_second": 711.747,
      "eval_steps_per_second": 3.003,
      "step": 308
    },
    {
      "epoch": 22.95,
      "eval_accuracy": 0.9753748592425769,
      "eval_f1": 0.9729877965172083,
      "eval_loss": 0.09679476916790009,
      "eval_precision": 0.9724396260316107,
      "eval_recall": 0.9735365853658536,
      "eval_runtime": 2.3344,
      "eval_samples_per_second": 710.679,
      "eval_steps_per_second": 2.999,
      "step": 322
    },
    {
      "epoch": 23.95,
      "eval_accuracy": 0.975641557517928,
      "eval_f1": 0.9732274825910068,
      "eval_loss": 0.09535854309797287,
      "eval_precision": 0.9728272458646846,
      "eval_recall": 0.9736280487804878,
      "eval_runtime": 3.076,
      "eval_samples_per_second": 539.342,
      "eval_steps_per_second": 2.276,
      "step": 336
    },
    {
      "epoch": 24.95,
      "eval_accuracy": 0.9751970603923428,
      "eval_f1": 0.9726641067836899,
      "eval_loss": 0.09671631455421448,
      "eval_precision": 0.9722492993785793,
      "eval_recall": 0.9730792682926829,
      "eval_runtime": 2.2902,
      "eval_samples_per_second": 724.376,
      "eval_steps_per_second": 3.056,
      "step": 350
    },
    {
      "epoch": 25.95,
      "eval_accuracy": 0.9762638534937474,
      "eval_f1": 0.9739440482720789,
      "eval_loss": 0.09651771187782288,
      "eval_precision": 0.9735286950164493,
      "eval_recall": 0.974359756097561,
      "eval_runtime": 2.3507,
      "eval_samples_per_second": 705.738,
      "eval_steps_per_second": 2.978,
      "step": 364
    },
    {
      "epoch": 26.95,
      "eval_accuracy": 0.9756711906596337,
      "eval_f1": 0.973000975134081,
      "eval_loss": 0.09634628146886826,
      "eval_precision": 0.9725268031189084,
      "eval_recall": 0.9734756097560976,
      "eval_runtime": 2.1161,
      "eval_samples_per_second": 783.981,
      "eval_steps_per_second": 3.308,
      "step": 378
    },
    {
      "epoch": 27.95,
      "eval_accuracy": 0.9759082557932792,
      "eval_f1": 0.9732752315943443,
      "eval_loss": 0.09717196971178055,
      "eval_precision": 0.9728009259259259,
      "eval_recall": 0.97375,
      "eval_runtime": 2.4757,
      "eval_samples_per_second": 670.113,
      "eval_steps_per_second": 2.827,
      "step": 392
    },
    {
      "epoch": 28.95,
      "eval_accuracy": 0.9765601849108042,
      "eval_f1": 0.9740214228032484,
      "eval_loss": 0.09867348521947861,
      "eval_precision": 0.9735615729036581,
      "eval_recall": 0.9744817073170732,
      "eval_runtime": 2.2832,
      "eval_samples_per_second": 726.617,
      "eval_steps_per_second": 3.066,
      "step": 406
    },
    {
      "epoch": 29.95,
      "eval_accuracy": 0.9764416523439815,
      "eval_f1": 0.9739541263430618,
      "eval_loss": 0.09944748878479004,
      "eval_precision": 0.9737315252171264,
      "eval_recall": 0.9741768292682926,
      "eval_runtime": 2.2486,
      "eval_samples_per_second": 737.785,
      "eval_steps_per_second": 3.113,
      "step": 420
    },
    {
      "epoch": 30.95,
      "eval_accuracy": 0.9763527529188645,
      "eval_f1": 0.9738618871260268,
      "eval_loss": 0.09847575426101685,
      "eval_precision": 0.9736689726632737,
      "eval_recall": 0.9740548780487804,
      "eval_runtime": 2.8613,
      "eval_samples_per_second": 579.816,
      "eval_steps_per_second": 2.446,
      "step": 434
    },
    {
      "epoch": 31.95,
      "eval_accuracy": 0.9768565163278611,
      "eval_f1": 0.9745301568430197,
      "eval_loss": 0.10217323899269104,
      "eval_precision": 0.9744261895327216,
      "eval_recall": 0.9746341463414634,
      "eval_runtime": 2.2672,
      "eval_samples_per_second": 731.743,
      "eval_steps_per_second": 3.088,
      "step": 448
    },
    {
      "epoch": 32.95,
      "eval_accuracy": 0.9767379837610384,
      "eval_f1": 0.9742120343839542,
      "eval_loss": 0.10195796191692352,
      "eval_precision": 0.9740338900402292,
      "eval_recall": 0.974390243902439,
      "eval_runtime": 2.0866,
      "eval_samples_per_second": 795.073,
      "eval_steps_per_second": 3.355,
      "step": 462
    },
    {
      "epoch": 33.95,
      "eval_accuracy": 0.9757897232264565,
      "eval_f1": 0.9734095238095238,
      "eval_loss": 0.10545694828033447,
      "eval_precision": 0.9730388423457731,
      "eval_recall": 0.973780487804878,
      "eval_runtime": 2.3249,
      "eval_samples_per_second": 713.591,
      "eval_steps_per_second": 3.011,
      "step": 476
    },
    {
      "epoch": 34.95,
      "eval_accuracy": 0.9760267883601019,
      "eval_f1": 0.9736721821007404,
      "eval_loss": 0.10677994042634964,
      "eval_precision": 0.9731680575013705,
      "eval_recall": 0.9741768292682926,
      "eval_runtime": 2.2489,
      "eval_samples_per_second": 737.696,
      "eval_steps_per_second": 3.113,
      "step": 490
    },
    {
      "epoch": 35.68,
      "learning_rate": 4.9800000000000004e-05,
      "loss": 0.6768,
      "step": 500
    },
    {
      "epoch": 35.95,
      "eval_accuracy": 0.9764416523439815,
      "eval_f1": 0.9738759335467154,
      "eval_loss": 0.10853772610425949,
      "eval_precision": 0.9737275220969217,
      "eval_recall": 0.9740243902439024,
      "eval_runtime": 2.1342,
      "eval_samples_per_second": 777.355,
      "eval_steps_per_second": 3.28,
      "step": 504
    },
    {
      "epoch": 36.95,
      "eval_accuracy": 0.9763527529188645,
      "eval_f1": 0.9738987337914641,
      "eval_loss": 0.1088031679391861,
      "eval_precision": 0.9734685796094916,
      "eval_recall": 0.974329268292683,
      "eval_runtime": 2.3204,
      "eval_samples_per_second": 714.977,
      "eval_steps_per_second": 3.017,
      "step": 518
    },
    {
      "epoch": 37.95,
      "eval_accuracy": 0.976767616902744,
      "eval_f1": 0.9741534335090981,
      "eval_loss": 0.10998602956533432,
      "eval_precision": 0.9738862819184594,
      "eval_recall": 0.974420731707317,
      "eval_runtime": 2.2182,
      "eval_samples_per_second": 747.919,
      "eval_steps_per_second": 3.156,
      "step": 532
    },
    {
      "epoch": 38.95,
      "eval_accuracy": 0.9767379837610384,
      "eval_f1": 0.9741690668861153,
      "eval_loss": 0.11069974303245544,
      "eval_precision": 0.9738870776074835,
      "eval_recall": 0.9744512195121952,
      "eval_runtime": 2.083,
      "eval_samples_per_second": 796.451,
      "eval_steps_per_second": 3.361,
      "step": 546
    },
    {
      "epoch": 39.95,
      "eval_accuracy": 0.9768861494695668,
      "eval_f1": 0.9743683520770474,
      "eval_loss": 0.11153056472539902,
      "eval_precision": 0.9740418012308817,
      "eval_recall": 0.9746951219512195,
      "eval_runtime": 2.295,
      "eval_samples_per_second": 722.863,
      "eval_steps_per_second": 3.05,
      "step": 560
    },
    {
      "epoch": 39.95,
      "step": 560,
      "total_flos": 4.190909533741901e+16,
      "train_loss": 0.6079375518219812,
      "train_runtime": 701.2451,
      "train_samples_per_second": 851.514,
      "train_steps_per_second": 0.799
    }
  ],
  "max_steps": 560,
  "num_train_epochs": 40,
  "total_flos": 4.190909533741901e+16,
  "trial_name": null,
  "trial_params": null
}