{ "best_metric": 0.6248193338597906, "best_model_checkpoint": "bart-large-lora-no-grad/checkpoint-1929", "epoch": 3.0, "eval_steps": 500, "global_step": 1929, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.78, "learning_rate": 4.740798341109383e-05, "loss": 1.3548, "step": 500 }, { "epoch": 1.0, "eval_accuracy": 0.7567776917118513, "eval_f1_macro": 0.43635159996281114, "eval_f1_micro": 0.7567776917118513, "eval_f1_weighted": 0.735942387508421, "eval_loss": 0.7811183333396912, "eval_macro_fpr": 0.023397002359423266, "eval_macro_sensitivity": 0.4733929701344221, "eval_macro_specificity": 0.98166320866911, "eval_precision": 0.7272429944970519, "eval_precision_macro": 0.4205947342353388, "eval_recall": 0.7567776917118513, "eval_recall_macro": 0.4733929701344221, "eval_runtime": 124.629, "eval_samples_per_second": 10.359, "eval_steps_per_second": 1.3, "eval_weighted_fpr": 0.022441395082904516, "eval_weighted_sensitivity": 0.7567776917118513, "eval_weighted_specificity": 0.9681704383248004, "step": 643 }, { "epoch": 1.56, "learning_rate": 4.481596682218767e-05, "loss": 0.7738, "step": 1000 }, { "epoch": 2.0, "eval_accuracy": 0.7893106119287374, "eval_f1_macro": 0.561796090533545, "eval_f1_micro": 0.7893106119287374, "eval_f1_weighted": 0.7783408570207113, "eval_loss": 0.657169759273529, "eval_macro_fpr": 0.019577279999420293, "eval_macro_sensitivity": 0.5639220943833532, "eval_macro_specificity": 0.9841641947022086, "eval_precision": 0.7847538302510335, "eval_precision_macro": 0.652919812505265, "eval_recall": 0.7893106119287374, "eval_recall_macro": 0.5639220943833532, "eval_runtime": 120.3505, "eval_samples_per_second": 10.727, "eval_steps_per_second": 1.346, "eval_weighted_fpr": 0.018709588664190396, "eval_weighted_sensitivity": 0.7893106119287374, "eval_weighted_specificity": 0.9731523086043933, "step": 1286 }, { "epoch": 2.33, "learning_rate": 4.22239502332815e-05, "loss": 0.6874, "step": 1500 }, { "epoch": 3.0, "eval_accuracy": 0.8009295120061968, "eval_f1_macro": 0.6248193338597906, "eval_f1_micro": 0.8009295120061968, "eval_f1_weighted": 0.7948048170690496, "eval_loss": 0.6484545469284058, "eval_macro_fpr": 0.01794652035398996, "eval_macro_sensitivity": 0.6498133528886191, "eval_macro_specificity": 0.985178423920643, "eval_precision": 0.7993513486718621, "eval_precision_macro": 0.622395994467453, "eval_recall": 0.8009295120061968, "eval_recall_macro": 0.6498133528886191, "eval_runtime": 122.1243, "eval_samples_per_second": 10.571, "eval_steps_per_second": 1.327, "eval_weighted_fpr": 0.017443833570895267, "eval_weighted_sensitivity": 0.8009295120061968, "eval_weighted_specificity": 0.9767468468034478, "step": 1929 } ], "logging_steps": 500, "max_steps": 9645, "num_train_epochs": 15, "save_steps": 500, "total_flos": 1.7164271208462336e+16, "trial_name": null, "trial_params": null }