{ "best_metric": 0.046475622802972794, "best_model_checkpoint": "doc-topic-model_eval-04_train-03/checkpoint-5000", "epoch": 2.465483234714004, "eval_steps": 1000, "global_step": 5000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.2465483234714004, "grad_norm": 0.3881610631942749, "learning_rate": 1.9950690335305722e-05, "loss": 0.1669, "step": 500 }, { "epoch": 0.4930966469428008, "grad_norm": 0.3564796447753906, "learning_rate": 1.9901380670611442e-05, "loss": 0.0935, "step": 1000 }, { "epoch": 0.4930966469428008, "eval_accuracy": 0.981496987239155, "eval_f1": 0.0, "eval_loss": 0.08937656879425049, "eval_precision": 0.0, "eval_recall": 0.0, "eval_runtime": 12.1325, "eval_samples_per_second": 668.698, "eval_steps_per_second": 2.638, "step": 1000 }, { "epoch": 0.7396449704142012, "grad_norm": 0.4097365140914917, "learning_rate": 1.9852071005917162e-05, "loss": 0.0869, "step": 1500 }, { "epoch": 0.9861932938856016, "grad_norm": 0.3858756422996521, "learning_rate": 1.980276134122288e-05, "loss": 0.0764, "step": 2000 }, { "epoch": 0.9861932938856016, "eval_accuracy": 0.981496987239155, "eval_f1": 0.0, "eval_loss": 0.06986432522535324, "eval_precision": 0.0, "eval_recall": 0.0, "eval_runtime": 12.1072, "eval_samples_per_second": 670.097, "eval_steps_per_second": 2.643, "step": 2000 }, { "epoch": 1.232741617357002, "grad_norm": 0.3765203356742859, "learning_rate": 1.9753451676528602e-05, "loss": 0.068, "step": 2500 }, { "epoch": 1.4792899408284024, "grad_norm": 0.3380969762802124, "learning_rate": 1.9704142011834322e-05, "loss": 0.0621, "step": 3000 }, { "epoch": 1.4792899408284024, "eval_accuracy": 0.982110448535131, "eval_f1": 0.07324770642201835, "eval_loss": 0.05668229982256889, "eval_precision": 0.8831858407079646, "eval_recall": 0.03820826952526799, "eval_runtime": 14.4297, "eval_samples_per_second": 562.245, "eval_steps_per_second": 2.218, "step": 3000 }, { "epoch": 1.725838264299803, "grad_norm": 0.3490855395793915, "learning_rate": 1.965483234714004e-05, "loss": 0.056, "step": 3500 }, { "epoch": 1.972386587771203, "grad_norm": 0.4068734347820282, "learning_rate": 1.9605522682445763e-05, "loss": 0.0542, "step": 4000 }, { "epoch": 1.972386587771203, "eval_accuracy": 0.9840103367519987, "eval_f1": 0.28812917875614985, "eval_loss": 0.04953226447105408, "eval_precision": 0.8174659985683608, "eval_recall": 0.17488514548238898, "eval_runtime": 14.3697, "eval_samples_per_second": 564.59, "eval_steps_per_second": 2.227, "step": 4000 }, { "epoch": 2.2189349112426036, "grad_norm": 0.39391544461250305, "learning_rate": 1.9556213017751483e-05, "loss": 0.0488, "step": 4500 }, { "epoch": 2.465483234714004, "grad_norm": 0.2698710858821869, "learning_rate": 1.95069033530572e-05, "loss": 0.0468, "step": 5000 }, { "epoch": 2.465483234714004, "eval_accuracy": 0.985417189100507, "eval_f1": 0.4302241904234708, "eval_loss": 0.046475622802972794, "eval_precision": 0.7764235764235764, "eval_recall": 0.2975497702909648, "eval_runtime": 14.4141, "eval_samples_per_second": 562.851, "eval_steps_per_second": 2.22, "step": 5000 } ], "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": 112700461753656.0, "train_batch_size": 4, "trial_name": null, "trial_params": null }