{ "best_global_step": 210, "best_metric": 0.9937563684276723, "best_model_checkpoint": "/content/pubmedbert_telemedicine_model/checkpoint-210", "epoch": 1.0, "eval_steps": 500, "global_step": 210, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.23809523809523808, "grad_norm": 6.141483783721924, "learning_rate": 1.9600000000000003e-06, "loss": 0.6913, "step": 50 }, { "epoch": 0.47619047619047616, "grad_norm": 5.5242719650268555, "learning_rate": 3.96e-06, "loss": 0.4234, "step": 100 }, { "epoch": 0.7142857142857143, "grad_norm": 7.910869598388672, "learning_rate": 5.9600000000000005e-06, "loss": 0.1772, "step": 150 }, { "epoch": 0.9523809523809523, "grad_norm": 0.15211565792560577, "learning_rate": 7.960000000000002e-06, "loss": 0.0432, "step": 200 }, { "epoch": 1.0, "eval_accuracy": 0.9937565036420395, "eval_f1": 0.9937563684276723, "eval_loss": 0.030338821932673454, "eval_precision": 0.993790669877271, "eval_recall": 0.9937565036420395, "eval_runtime": 1.735, "eval_samples_per_second": 553.887, "eval_steps_per_second": 35.158, "step": 210 } ], "logging_steps": 50, "max_steps": 1050, "num_input_tokens_seen": 0, "num_train_epochs": 5, "save_steps": 500, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 1, "early_stopping_threshold": 0.0 }, "attributes": { "early_stopping_patience_counter": 0 } }, "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 55236877184640.0, "train_batch_size": 16, "trial_name": null, "trial_params": null }