{ "best_metric": 0.6870678663253784, "best_model_checkpoint": "robertatestfull/checkpoint-6", "epoch": 3.0, "eval_steps": 500, "global_step": 6, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.5, "grad_norm": 6.2332963943481445, "learning_rate": 5e-05, "loss": 0.8276, "step": 1 }, { "epoch": 1.0, "grad_norm": 4.85991096496582, "learning_rate": 4e-05, "loss": 0.6799, "step": 2 }, { "epoch": 1.0, "eval_accuracy": 0.5, "eval_auc": 0.75, "eval_f1": 0.0, "eval_loss": 0.6900861263275146, "eval_precision": 0.0, "eval_recall": 0.0, "eval_runtime": 0.8125, "eval_samples_per_second": 4.923, "eval_steps_per_second": 1.231, "step": 2 }, { "epoch": 1.5, "grad_norm": 6.681243896484375, "learning_rate": 3e-05, "loss": 0.727, "step": 3 }, { "epoch": 2.0, "grad_norm": 6.148494720458984, "learning_rate": 2e-05, "loss": 0.6564, "step": 4 }, { "epoch": 2.0, "eval_accuracy": 0.5, "eval_auc": 0.75, "eval_f1": 0.0, "eval_loss": 0.6875938177108765, "eval_precision": 0.0, "eval_recall": 0.0, "eval_runtime": 0.7663, "eval_samples_per_second": 5.22, "eval_steps_per_second": 1.305, "step": 4 }, { "epoch": 2.5, "grad_norm": 3.4580748081207275, "learning_rate": 1e-05, "loss": 0.657, "step": 5 }, { "epoch": 3.0, "grad_norm": 5.101898193359375, "learning_rate": 0.0, "loss": 0.6739, "step": 6 }, { "epoch": 3.0, "eval_accuracy": 0.75, "eval_auc": 1.0, "eval_f1": 0.8, "eval_loss": 0.6870678663253784, "eval_precision": 0.6666666666666666, "eval_recall": 1.0, "eval_runtime": 0.8086, "eval_samples_per_second": 4.947, "eval_steps_per_second": 1.237, "step": 6 } ], "logging_steps": 1, "max_steps": 6, "num_input_tokens_seen": 0, "num_train_epochs": 3, "save_steps": 500, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 5, "early_stopping_threshold": 0.01 }, "attributes": { "early_stopping_patience_counter": 2 } }, "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 3157332664320.0, "train_batch_size": 8, "trial_name": null, "trial_params": null }