| { | |
| "best_metric": 0.32089120149612427, | |
| "best_model_checkpoint": "longformer-sep_tok/checkpoint-81", | |
| "epoch": 1.0, | |
| "eval_steps": 500, | |
| "global_step": 81, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "eval_Claim": { | |
| "f1-score": 0.580553004795429, | |
| "precision": 0.5136306192453511, | |
| "recall": 0.6675269826372595, | |
| "support": 4262.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.6929252383341696, | |
| "precision": 0.7583745194947831, | |
| "recall": 0.6378752886836028, | |
| "support": 2165.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9968272281511393, | |
| "precision": 0.9967861557478368, | |
| "recall": 0.996868303939344, | |
| "support": 12134.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8769487750556793, | |
| "precision": 0.9107806691449815, | |
| "recall": 0.8455403021704119, | |
| "support": 13039.0 | |
| }, | |
| "eval_accuracy": 0.8654113924050633, | |
| "eval_loss": 0.32089120149612427, | |
| "eval_macro avg": { | |
| "f1-score": 0.7868135615841043, | |
| "precision": 0.7948929909082382, | |
| "recall": 0.7869527193576545, | |
| "support": 31600.0 | |
| }, | |
| "eval_runtime": 5.9486, | |
| "eval_samples_per_second": 13.449, | |
| "eval_steps_per_second": 1.681, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8703967313850799, | |
| "precision": 0.8797989523023909, | |
| "recall": 0.8654113924050633, | |
| "support": 31600.0 | |
| }, | |
| "step": 81 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 1620, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 20, | |
| "save_steps": 500, | |
| "total_flos": 143788732726800.0, | |
| "train_batch_size": 4, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |