{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 20.0,
  "eval_steps": 500,
  "global_step": 2440,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 3.569611072540283,
      "learning_rate": 4.75e-05,
      "loss": 0.5438,
      "step": 122
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.7218045112781954,
      "eval_f1": 0.6545993371027491,
      "eval_loss": 0.49882158637046814,
      "eval_precision": 0.6600553802562947,
      "eval_recall": 0.6506637570467357,
      "eval_runtime": 5.2428,
      "eval_samples_per_second": 76.104,
      "eval_steps_per_second": 9.537,
      "step": 122
    },
    {
      "epoch": 2.0,
      "grad_norm": 3.2452878952026367,
      "learning_rate": 4.5e-05,
      "loss": 0.4428,
      "step": 244
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8446115288220551,
      "eval_f1": 0.8161454307628278,
      "eval_loss": 0.3788329064846039,
      "eval_precision": 0.8107299270072992,
      "eval_recall": 0.8225586470267321,
      "eval_runtime": 5.1661,
      "eval_samples_per_second": 77.234,
      "eval_steps_per_second": 9.679,
      "step": 244
    },
    {
      "epoch": 3.0,
      "grad_norm": 3.797173500061035,
      "learning_rate": 4.25e-05,
      "loss": 0.3441,
      "step": 366
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8596491228070176,
      "eval_f1": 0.8179269882659713,
      "eval_loss": 0.3289283514022827,
      "eval_precision": 0.8510239760239761,
      "eval_recall": 0.7981905801054737,
      "eval_runtime": 5.1072,
      "eval_samples_per_second": 78.125,
      "eval_steps_per_second": 9.79,
      "step": 366
    },
    {
      "epoch": 4.0,
      "grad_norm": 1.9981327056884766,
      "learning_rate": 4e-05,
      "loss": 0.2986,
      "step": 488
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.8796992481203008,
      "eval_f1": 0.8533986527862829,
      "eval_loss": 0.28838610649108887,
      "eval_precision": 0.8572003218020917,
      "eval_recall": 0.8498817966903074,
      "eval_runtime": 5.1209,
      "eval_samples_per_second": 77.916,
      "eval_steps_per_second": 9.764,
      "step": 488
    },
    {
      "epoch": 5.0,
      "grad_norm": 1.763756513595581,
      "learning_rate": 3.7500000000000003e-05,
      "loss": 0.2667,
      "step": 610
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.8771929824561403,
      "eval_f1": 0.850729517396184,
      "eval_loss": 0.26981133222579956,
      "eval_precision": 0.8535087719298247,
      "eval_recall": 0.8481087470449173,
      "eval_runtime": 5.1232,
      "eval_samples_per_second": 77.881,
      "eval_steps_per_second": 9.759,
      "step": 610
    },
    {
      "epoch": 6.0,
      "grad_norm": 2.7370102405548096,
      "learning_rate": 3.5e-05,
      "loss": 0.2524,
      "step": 732
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.8847117794486216,
      "eval_f1": 0.8609292598654301,
      "eval_loss": 0.27233511209487915,
      "eval_precision": 0.8609292598654301,
      "eval_recall": 0.8609292598654301,
      "eval_runtime": 5.1586,
      "eval_samples_per_second": 77.347,
      "eval_steps_per_second": 9.693,
      "step": 732
    },
    {
      "epoch": 7.0,
      "grad_norm": 1.2413272857666016,
      "learning_rate": 3.2500000000000004e-05,
      "loss": 0.2343,
      "step": 854
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.8646616541353384,
      "eval_f1": 0.8265664241097301,
      "eval_loss": 0.3179858326911926,
      "eval_precision": 0.8532894736842105,
      "eval_recall": 0.8092380432805966,
      "eval_runtime": 5.1498,
      "eval_samples_per_second": 77.479,
      "eval_steps_per_second": 9.709,
      "step": 854
    },
    {
      "epoch": 8.0,
      "grad_norm": 3.469871997833252,
      "learning_rate": 3e-05,
      "loss": 0.2212,
      "step": 976
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.8822055137844611,
      "eval_f1": 0.852937255424767,
      "eval_loss": 0.29489362239837646,
      "eval_precision": 0.8674217731421121,
      "eval_recall": 0.8416530278232406,
      "eval_runtime": 5.155,
      "eval_samples_per_second": 77.4,
      "eval_steps_per_second": 9.699,
      "step": 976
    },
    {
      "epoch": 9.0,
      "grad_norm": 4.085997581481934,
      "learning_rate": 2.7500000000000004e-05,
      "loss": 0.2142,
      "step": 1098
    },
    {
      "epoch": 9.0,
      "eval_accuracy": 0.8847117794486216,
      "eval_f1": 0.8564658408408408,
      "eval_loss": 0.2828481197357178,
      "eval_precision": 0.8697278911564625,
      "eval_recall": 0.8459265320967448,
      "eval_runtime": 5.1873,
      "eval_samples_per_second": 76.919,
      "eval_steps_per_second": 9.639,
      "step": 1098
    },
    {
      "epoch": 10.0,
      "grad_norm": 3.2397539615631104,
      "learning_rate": 2.5e-05,
      "loss": 0.1958,
      "step": 1220
    },
    {
      "epoch": 10.0,
      "eval_accuracy": 0.8696741854636592,
      "eval_f1": 0.8457993935430168,
      "eval_loss": 0.28871509432792664,
      "eval_precision": 0.8398540145985401,
      "eval_recall": 0.8527914166212038,
      "eval_runtime": 5.1373,
      "eval_samples_per_second": 77.667,
      "eval_steps_per_second": 9.733,
      "step": 1220
    },
    {
      "epoch": 11.0,
      "grad_norm": 2.4002835750579834,
      "learning_rate": 2.25e-05,
      "loss": 0.1855,
      "step": 1342
    },
    {
      "epoch": 11.0,
      "eval_accuracy": 0.8822055137844611,
      "eval_f1": 0.8602993213495533,
      "eval_loss": 0.2867955267429352,
      "eval_precision": 0.8547653958944281,
      "eval_recall": 0.8666575741043827,
      "eval_runtime": 5.1317,
      "eval_samples_per_second": 77.752,
      "eval_steps_per_second": 9.743,
      "step": 1342
    },
    {
      "epoch": 12.0,
      "grad_norm": 1.633034348487854,
      "learning_rate": 2e-05,
      "loss": 0.1742,
      "step": 1464
    },
    {
      "epoch": 12.0,
      "eval_accuracy": 0.87468671679198,
      "eval_f1": 0.8448388501742161,
      "eval_loss": 0.29811105132102966,
      "eval_precision": 0.8551721930610677,
      "eval_recall": 0.8363338788870704,
      "eval_runtime": 5.1494,
      "eval_samples_per_second": 77.484,
      "eval_steps_per_second": 9.71,
      "step": 1464
    },
    {
      "epoch": 13.0,
      "grad_norm": 2.338294506072998,
      "learning_rate": 1.75e-05,
      "loss": 0.1601,
      "step": 1586
    },
    {
      "epoch": 13.0,
      "eval_accuracy": 0.8796992481203008,
      "eval_f1": 0.8556004584112431,
      "eval_loss": 0.29304954409599304,
      "eval_precision": 0.8538865546218487,
      "eval_recall": 0.85738316057465,
      "eval_runtime": 5.0982,
      "eval_samples_per_second": 78.263,
      "eval_steps_per_second": 9.807,
      "step": 1586
    },
    {
      "epoch": 14.0,
      "grad_norm": 1.3382197618484497,
      "learning_rate": 1.5e-05,
      "loss": 0.1602,
      "step": 1708
    },
    {
      "epoch": 14.0,
      "eval_accuracy": 0.8796992481203008,
      "eval_f1": 0.8589607635206786,
      "eval_loss": 0.29793980717658997,
      "eval_precision": 0.8503875968992248,
      "eval_recall": 0.8698854337152209,
      "eval_runtime": 5.1508,
      "eval_samples_per_second": 77.464,
      "eval_steps_per_second": 9.707,
      "step": 1708
    },
    {
      "epoch": 15.0,
      "grad_norm": 0.5800030827522278,
      "learning_rate": 1.25e-05,
      "loss": 0.1497,
      "step": 1830
    },
    {
      "epoch": 15.0,
      "eval_accuracy": 0.8872180451127819,
      "eval_f1": 0.8662440310793597,
      "eval_loss": 0.29690659046173096,
      "eval_precision": 0.8606158357771261,
      "eval_recall": 0.872704128023277,
      "eval_runtime": 5.1461,
      "eval_samples_per_second": 77.534,
      "eval_steps_per_second": 9.716,
      "step": 1830
    },
    {
      "epoch": 16.0,
      "grad_norm": 6.755856037139893,
      "learning_rate": 1e-05,
      "loss": 0.1447,
      "step": 1952
    },
    {
      "epoch": 16.0,
      "eval_accuracy": 0.8847117794486216,
      "eval_f1": 0.8616171059774413,
      "eval_loss": 0.29627636075019836,
      "eval_precision": 0.859873949579832,
      "eval_recall": 0.8634297144935443,
      "eval_runtime": 5.1639,
      "eval_samples_per_second": 77.267,
      "eval_steps_per_second": 9.683,
      "step": 1952
    },
    {
      "epoch": 17.0,
      "grad_norm": 2.1538662910461426,
      "learning_rate": 7.5e-06,
      "loss": 0.1394,
      "step": 2074
    },
    {
      "epoch": 17.0,
      "eval_accuracy": 0.8822055137844611,
      "eval_f1": 0.8589543987905864,
      "eval_loss": 0.30176377296447754,
      "eval_precision": 0.8564068100358423,
      "eval_recall": 0.8616566648481543,
      "eval_runtime": 5.17,
      "eval_samples_per_second": 77.176,
      "eval_steps_per_second": 9.671,
      "step": 2074
    },
    {
      "epoch": 18.0,
      "grad_norm": 2.54630708694458,
      "learning_rate": 5e-06,
      "loss": 0.1333,
      "step": 2196
    },
    {
      "epoch": 18.0,
      "eval_accuracy": 0.8822055137844611,
      "eval_f1": 0.858259325044405,
      "eval_loss": 0.30650317668914795,
      "eval_precision": 0.8573798178418481,
      "eval_recall": 0.8591562102200401,
      "eval_runtime": 5.128,
      "eval_samples_per_second": 77.807,
      "eval_steps_per_second": 9.75,
      "step": 2196
    },
    {
      "epoch": 19.0,
      "grad_norm": 0.7696042656898499,
      "learning_rate": 2.5e-06,
      "loss": 0.1406,
      "step": 2318
    },
    {
      "epoch": 19.0,
      "eval_accuracy": 0.8822055137844611,
      "eval_f1": 0.858259325044405,
      "eval_loss": 0.30623340606689453,
      "eval_precision": 0.8573798178418481,
      "eval_recall": 0.8591562102200401,
      "eval_runtime": 5.1122,
      "eval_samples_per_second": 78.049,
      "eval_steps_per_second": 9.781,
      "step": 2318
    },
    {
      "epoch": 20.0,
      "grad_norm": 3.025254487991333,
      "learning_rate": 0.0,
      "loss": 0.1243,
      "step": 2440
    },
    {
      "epoch": 20.0,
      "eval_accuracy": 0.8822055137844611,
      "eval_f1": 0.858259325044405,
      "eval_loss": 0.30716511607170105,
      "eval_precision": 0.8573798178418481,
      "eval_recall": 0.8591562102200401,
      "eval_runtime": 5.0928,
      "eval_samples_per_second": 78.347,
      "eval_steps_per_second": 9.818,
      "step": 2440
    },
    {
      "epoch": 20.0,
      "step": 2440,
      "total_flos": 8460375995160000.0,
      "train_loss": 0.22629446436147221,
      "train_runtime": 1956.0503,
      "train_samples_per_second": 37.269,
      "train_steps_per_second": 1.247
    }
  ],
  "logging_steps": 500,
  "max_steps": 2440,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 20,
  "save_steps": 500,
  "total_flos": 8460375995160000.0,
  "train_batch_size": 30,
  "trial_name": null,
  "trial_params": null
}