| { | |
| "best_metric": 0.44305220236653187, | |
| "best_model_checkpoint": "InLegalBERT-lora/checkpoint-482", | |
| "epoch": 2.998444790046656, | |
| "eval_steps": 500, | |
| "global_step": 482, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.6553059643687065, | |
| "eval_f1_macro": 0.34196434919671853, | |
| "eval_f1_micro": 0.6553059643687065, | |
| "eval_f1_weighted": 0.6146575775654787, | |
| "eval_loss": 1.2012524604797363, | |
| "eval_macro_fpr": 0.036531607457408626, | |
| "eval_macro_sensitivity": 0.39029268516816945, | |
| "eval_macro_specificity": 0.9740627875145957, | |
| "eval_precision": 0.6007307052856502, | |
| "eval_precision_macro": 0.32788772117271575, | |
| "eval_recall": 0.6553059643687065, | |
| "eval_recall_macro": 0.39029268516816945, | |
| "eval_runtime": 30.3344, | |
| "eval_samples_per_second": 42.559, | |
| "eval_steps_per_second": 5.34, | |
| "eval_weighted_fpr": 0.03621124582960371, | |
| "eval_weighted_sensitivity": 0.6553059643687065, | |
| "eval_weighted_specificity": 0.9556358483502301, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.7381874515879163, | |
| "eval_f1_macro": 0.4250111578260666, | |
| "eval_f1_micro": 0.7381874515879164, | |
| "eval_f1_weighted": 0.7236865886821344, | |
| "eval_loss": 0.8278939127922058, | |
| "eval_macro_fpr": 0.024763530819684316, | |
| "eval_macro_sensitivity": 0.46578072689552413, | |
| "eval_macro_specificity": 0.9806295017830671, | |
| "eval_precision": 0.7211273477007717, | |
| "eval_precision_macro": 0.40923635739063985, | |
| "eval_recall": 0.7381874515879163, | |
| "eval_recall_macro": 0.46578072689552413, | |
| "eval_runtime": 34.091, | |
| "eval_samples_per_second": 37.869, | |
| "eval_steps_per_second": 4.752, | |
| "eval_weighted_fpr": 0.024707602339181286, | |
| "eval_weighted_sensitivity": 0.7381874515879163, | |
| "eval_weighted_specificity": 0.9712550751580882, | |
| "step": 321 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.7544539116963594, | |
| "eval_f1_macro": 0.44305220236653187, | |
| "eval_f1_micro": 0.7544539116963594, | |
| "eval_f1_weighted": 0.7304902543811719, | |
| "eval_loss": 0.713018000125885, | |
| "eval_macro_fpr": 0.0233195243156939, | |
| "eval_macro_sensitivity": 0.4769897256873969, | |
| "eval_macro_specificity": 0.9816367201302573, | |
| "eval_precision": 0.7255238407846915, | |
| "eval_precision_macro": 0.4800443784048848, | |
| "eval_recall": 0.7544539116963594, | |
| "eval_recall_macro": 0.4769897256873969, | |
| "eval_runtime": 32.6151, | |
| "eval_samples_per_second": 39.583, | |
| "eval_steps_per_second": 4.967, | |
| "eval_weighted_fpr": 0.02271912850283093, | |
| "eval_weighted_sensitivity": 0.7544539116963594, | |
| "eval_weighted_specificity": 0.9700968902575, | |
| "step": 482 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 2400, | |
| "num_train_epochs": 15, | |
| "save_steps": 500, | |
| "total_flos": 4183458652090368.0, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |