{
  "best_metric": 0.732569302631819,
  "best_model_checkpoint": "trained/hebban-reviews/bert-base-dutch-cased/checkpoint-3000",
  "epoch": 4.382997370727432,
  "global_step": 5001,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.44,
      "learning_rate": 4.5000999800039995e-05,
      "loss": 0.6824,
      "step": 500
    },
    {
      "epoch": 0.44,
      "eval_accuracy": 0.7763806706114399,
      "eval_f1": 0.7835745137864604,
      "eval_loss": 0.602776288986206,
      "eval_precision": 0.8014359034966511,
      "eval_qwk": 0.6748032105430382,
      "eval_recall": 0.7763806706114399,
      "eval_runtime": 23.7871,
      "eval_samples_per_second": 682.05,
      "eval_steps_per_second": 5.339,
      "step": 500
    },
    {
      "epoch": 0.88,
      "learning_rate": 4.000199960007999e-05,
      "loss": 0.5903,
      "step": 1000
    },
    {
      "epoch": 0.88,
      "eval_accuracy": 0.7441444773175543,
      "eval_f1": 0.7623993009582866,
      "eval_loss": 0.5676863789558411,
      "eval_precision": 0.8079269153410689,
      "eval_qwk": 0.6673976411458487,
      "eval_recall": 0.7441444773175543,
      "eval_runtime": 23.3353,
      "eval_samples_per_second": 695.257,
      "eval_steps_per_second": 5.442,
      "step": 1000
    },
    {
      "epoch": 1.31,
      "learning_rate": 3.50129974005199e-05,
      "loss": 0.487,
      "step": 1500
    },
    {
      "epoch": 1.31,
      "eval_accuracy": 0.7938239644970414,
      "eval_f1": 0.8033347539691899,
      "eval_loss": 0.5801703333854675,
      "eval_precision": 0.8206089090362688,
      "eval_qwk": 0.7239594229437711,
      "eval_recall": 0.7938239644970414,
      "eval_runtime": 23.5912,
      "eval_samples_per_second": 687.714,
      "eval_steps_per_second": 5.383,
      "step": 1500
    },
    {
      "epoch": 1.75,
      "learning_rate": 3.001399720055989e-05,
      "loss": 0.4465,
      "step": 2000
    },
    {
      "epoch": 1.75,
      "eval_accuracy": 0.7809418145956607,
      "eval_f1": 0.7939963208456309,
      "eval_loss": 0.5808519721031189,
      "eval_precision": 0.8222816466721266,
      "eval_qwk": 0.7118880899721043,
      "eval_recall": 0.7809418145956607,
      "eval_runtime": 23.7528,
      "eval_samples_per_second": 683.034,
      "eval_steps_per_second": 5.347,
      "step": 2000
    },
    {
      "epoch": 2.19,
      "learning_rate": 2.501499700059988e-05,
      "loss": 0.3808,
      "step": 2500
    },
    {
      "epoch": 2.19,
      "eval_accuracy": 0.8011587771203156,
      "eval_f1": 0.8108361051205994,
      "eval_loss": 0.7650117874145508,
      "eval_precision": 0.8317278803823261,
      "eval_qwk": 0.7224991347098964,
      "eval_recall": 0.8011587771203156,
      "eval_runtime": 23.668,
      "eval_samples_per_second": 685.482,
      "eval_steps_per_second": 5.366,
      "step": 2500
    },
    {
      "epoch": 2.63,
      "learning_rate": 2.001599680063987e-05,
      "loss": 0.2909,
      "step": 3000
    },
    {
      "epoch": 2.63,
      "eval_accuracy": 0.8086168639053254,
      "eval_f1": 0.8166494576368075,
      "eval_loss": 0.7910537719726562,
      "eval_precision": 0.8320947395056137,
      "eval_qwk": 0.732569302631819,
      "eval_recall": 0.8086168639053254,
      "eval_runtime": 23.5554,
      "eval_samples_per_second": 688.761,
      "eval_steps_per_second": 5.392,
      "step": 3000
    },
    {
      "epoch": 3.07,
      "learning_rate": 1.5026994601079786e-05,
      "loss": 0.2746,
      "step": 3500
    },
    {
      "epoch": 3.07,
      "eval_accuracy": 0.7985083826429981,
      "eval_f1": 0.8084609549617363,
      "eval_loss": 0.9503954648971558,
      "eval_precision": 0.8285545185236465,
      "eval_qwk": 0.7236034727222331,
      "eval_recall": 0.7985083826429981,
      "eval_runtime": 23.5785,
      "eval_samples_per_second": 688.084,
      "eval_steps_per_second": 5.386,
      "step": 3500
    },
    {
      "epoch": 3.51,
      "learning_rate": 1.0027994401119777e-05,
      "loss": 0.1939,
      "step": 4000
    },
    {
      "epoch": 3.51,
      "eval_accuracy": 0.7966592702169625,
      "eval_f1": 0.8064656300991808,
      "eval_loss": 0.9597578048706055,
      "eval_precision": 0.8249666716932728,
      "eval_qwk": 0.7250412688400546,
      "eval_recall": 0.7966592702169625,
      "eval_runtime": 23.6525,
      "eval_samples_per_second": 685.931,
      "eval_steps_per_second": 5.369,
      "step": 4000
    },
    {
      "epoch": 3.94,
      "learning_rate": 5.028994201159768e-06,
      "loss": 0.1824,
      "step": 4500
    },
    {
      "epoch": 3.94,
      "eval_accuracy": 0.8023298816568047,
      "eval_f1": 0.810968480495596,
      "eval_loss": 1.060992956161499,
      "eval_precision": 0.8277405554545381,
      "eval_qwk": 0.7252407399333649,
      "eval_recall": 0.8023298816568047,
      "eval_runtime": 23.7166,
      "eval_samples_per_second": 684.077,
      "eval_steps_per_second": 5.355,
      "step": 4500
    },
    {
      "epoch": 4.38,
      "learning_rate": 2.999400119976005e-08,
      "loss": 0.1426,
      "step": 5000
    },
    {
      "epoch": 4.38,
      "eval_accuracy": 0.8090483234714004,
      "eval_f1": 0.8157426407187547,
      "eval_loss": 1.1207919120788574,
      "eval_precision": 0.8273912560003507,
      "eval_qwk": 0.7316045159099166,
      "eval_recall": 0.8090483234714004,
      "eval_runtime": 23.6323,
      "eval_samples_per_second": 686.518,
      "eval_steps_per_second": 5.374,
      "step": 5000
    },
    {
      "epoch": 4.38,
      "step": 5001,
      "total_flos": 1.6838837781764506e+17,
      "train_loss": 0.3670836862052257,
      "train_runtime": 2628.6927,
      "train_samples_per_second": 243.516,
      "train_steps_per_second": 1.902
    }
  ],
  "max_steps": 5001,
  "num_train_epochs": 5,
  "total_flos": 1.6838837781764506e+17,
  "trial_name": null,
  "trial_params": null
}