{ "best_metric": 0.05613817274570465, "best_model_checkpoint": "doc-topic-model_eval-01_train-02/checkpoint-3000", "epoch": 1.4792899408284024, "eval_steps": 1000, "global_step": 3000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.2465483234714004, "grad_norm": 0.3822348415851593, "learning_rate": 1.9950690335305722e-05, "loss": 0.1664, "step": 500 }, { "epoch": 0.4930966469428008, "grad_norm": 0.40402480959892273, "learning_rate": 1.9901380670611442e-05, "loss": 0.0944, "step": 1000 }, { "epoch": 0.4930966469428008, "eval_accuracy": 0.981383845685049, "eval_f1": 0.0, "eval_loss": 0.089978888630867, "eval_precision": 0.0, "eval_recall": 0.0, "eval_runtime": 11.9647, "eval_samples_per_second": 677.827, "eval_steps_per_second": 2.675, "step": 1000 }, { "epoch": 0.7396449704142012, "grad_norm": 0.385586678981781, "learning_rate": 1.9852071005917162e-05, "loss": 0.0863, "step": 1500 }, { "epoch": 0.9861932938856016, "grad_norm": 0.3922920525074005, "learning_rate": 1.980276134122288e-05, "loss": 0.0769, "step": 2000 }, { "epoch": 0.9861932938856016, "eval_accuracy": 0.9813966013294216, "eval_f1": 0.0015213753232922562, "eval_loss": 0.06878085434436798, "eval_precision": 0.9090909090909091, "eval_recall": 0.0007613247049866769, "eval_runtime": 14.1244, "eval_samples_per_second": 574.184, "eval_steps_per_second": 2.266, "step": 2000 }, { "epoch": 1.232741617357002, "grad_norm": 0.40515828132629395, "learning_rate": 1.9753451676528602e-05, "loss": 0.0677, "step": 2500 }, { "epoch": 1.4792899408284024, "grad_norm": 0.3946343958377838, "learning_rate": 1.9704142011834322e-05, "loss": 0.0607, "step": 3000 }, { "epoch": 1.4792899408284024, "eval_accuracy": 0.982203041512536, "eval_f1": 0.10543563439481371, "eval_loss": 0.05613817274570465, "eval_precision": 0.8203991130820399, "eval_recall": 0.056338028169014086, "eval_runtime": 14.2341, "eval_samples_per_second": 569.76, "eval_steps_per_second": 2.248, "step": 3000 } ], "logging_steps": 500, "max_steps": 202800, "num_input_tokens_seen": 0, "num_train_epochs": 100, "save_steps": 1000, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 5, "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": 67737816965952.0, "train_batch_size": 4, "trial_name": null, "trial_params": null }