{ "best_metric": 0.20753507316112518, "best_model_checkpoint": "longformer-spans/checkpoint-41", "epoch": 1.0, "eval_steps": 500, "global_step": 41, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "eval_B": { "f1-score": 0.773921200750469, "precision": 0.8258258258258259, "recall": 0.7281553398058253, "support": 1133.0 }, "eval_I": { "f1-score": 0.9504992905522983, "precision": 0.9305934158104424, "recall": 0.9712753734201456, "support": 18277.0 }, "eval_O": { "f1-score": 0.9060251089982665, "precision": 0.9388199433921185, "recall": 0.8754441173484926, "support": 9851.0 }, "eval_accuracy": 0.9295991251153413, "eval_loss": 0.20753507316112518, "eval_macro avg": { "f1-score": 0.8768152001003445, "precision": 0.8984130616761289, "recall": 0.8582916101914878, "support": 29261.0 }, "eval_runtime": 1.3745, "eval_samples_per_second": 58.203, "eval_steps_per_second": 7.275, "eval_weighted avg": { "f1-score": 0.9286894365406706, "precision": 0.9293063047668868, "recall": 0.9295991251153413, "support": 29261.0 }, "step": 41 } ], "logging_steps": 500, "max_steps": 205, "num_input_tokens_seen": 0, "num_train_epochs": 5, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 143786652735600.0, "train_batch_size": 8, "trial_name": null, "trial_params": null }