{ "best_metric": 0.8975609756097561, "best_model_checkpoint": "HRAF_Model_MultiLabel_ThreeLargeClasses/checkpoint-700", "epoch": 4.0, "global_step": 700, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "eval_accuracy": 0.5085714285714286, "eval_f1": 0.8645660585959093, "eval_loss": 0.4566337466239929, "eval_roc_auc": 0.5400860231720076, "eval_runtime": 93.095, "eval_samples_per_second": 3.76, "eval_steps_per_second": 0.473, "step": 175 }, { "epoch": 2.0, "eval_accuracy": 0.5514285714285714, "eval_f1": 0.8843069873997709, "eval_loss": 0.42618608474731445, "eval_roc_auc": 0.634885883674972, "eval_runtime": 93.2549, "eval_samples_per_second": 3.753, "eval_steps_per_second": 0.472, "step": 350 }, { "epoch": 2.86, "learning_rate": 8.571428571428571e-06, "loss": 0.425, "step": 500 }, { "epoch": 3.0, "eval_accuracy": 0.6, "eval_f1": 0.8968824940047961, "eval_loss": 0.39434972405433655, "eval_roc_auc": 0.7227108923935367, "eval_runtime": 92.9075, "eval_samples_per_second": 3.767, "eval_steps_per_second": 0.474, "step": 525 }, { "epoch": 4.0, "eval_accuracy": 0.6142857142857143, "eval_f1": 0.8975609756097561, "eval_loss": 0.3901987075805664, "eval_roc_auc": 0.7456310303406052, "eval_runtime": 93.1306, "eval_samples_per_second": 3.758, "eval_steps_per_second": 0.472, "step": 700 } ], "max_steps": 875, "num_train_epochs": 5, "total_flos": 624899189710512.0, "trial_name": null, "trial_params": null }