{ "best_metric": 0.3969800602789428, "best_model_checkpoint": "legal-bert-lora/checkpoint-321", "epoch": 1.9968895800933126, "eval_steps": 500, "global_step": 321, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "eval_accuracy": 0.6374903175832688, "eval_f1_macro": 0.3394539856434376, "eval_f1_micro": 0.6374903175832688, "eval_f1_weighted": 0.5765523433851403, "eval_loss": 1.3127473592758179, "eval_macro_fpr": 0.040137717078130394, "eval_macro_sensitivity": 0.4017115530536667, "eval_macro_specificity": 0.9725650393599338, "eval_precision": 0.5466227876047401, "eval_precision_macro": 0.31141306924471374, "eval_recall": 0.6374903175832688, "eval_recall_macro": 0.4017115530536667, "eval_runtime": 44.4128, "eval_samples_per_second": 29.068, "eval_steps_per_second": 3.648, "eval_weighted_fpr": 0.0390325271059216, "eval_weighted_sensitivity": 0.6374903175832688, "eval_weighted_specificity": 0.950985272815738, "step": 160 }, { "epoch": 2.0, "eval_accuracy": 0.7273431448489543, "eval_f1_macro": 0.3969800602789428, "eval_f1_micro": 0.7273431448489543, "eval_f1_weighted": 0.6960627383550935, "eval_loss": 0.8160030841827393, "eval_macro_fpr": 0.026417996388603746, "eval_macro_sensitivity": 0.450135625445356, "eval_macro_specificity": 0.9796396430402219, "eval_precision": 0.6997929823446861, "eval_precision_macro": 0.39453164470926966, "eval_recall": 0.7273431448489543, "eval_recall_macro": 0.450135625445356, "eval_runtime": 34.3148, "eval_samples_per_second": 37.622, "eval_steps_per_second": 4.721, "eval_weighted_fpr": 0.026077937472218107, "eval_weighted_sensitivity": 0.7273431448489543, "eval_weighted_specificity": 0.9672515007543734, "step": 321 } ], "logging_steps": 500, "max_steps": 2400, "num_train_epochs": 15, "save_steps": 500, "total_flos": 2788972434726912.0, "trial_name": null, "trial_params": null }