| { | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 2.0, | |
| "eval_steps": 500, | |
| "global_step": 162, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "eval_Claim": { | |
| "f1-score": 0.41092129347162903, | |
| "precision": 0.5640703517587939, | |
| "recall": 0.32317658349328215, | |
| "support": 4168.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.6523102655237298, | |
| "precision": 0.5929304446978335, | |
| "recall": 0.724907063197026, | |
| "support": 2152.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.8834432924913603, | |
| "precision": 0.8545380875202593, | |
| "recall": 0.9143724257533059, | |
| "support": 9226.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8664166767469054, | |
| "precision": 0.8441231929604023, | |
| "recall": 0.8899196554294707, | |
| "support": 12073.0 | |
| }, | |
| "eval_accuracy": 0.7997031029363844, | |
| "eval_loss": 0.5104541182518005, | |
| "eval_macro avg": { | |
| "f1-score": 0.7032728820584061, | |
| "precision": 0.7139155192343223, | |
| "recall": 0.7130939319682712, | |
| "support": 27619.0 | |
| }, | |
| "eval_runtime": 4.7759, | |
| "eval_samples_per_second": 16.751, | |
| "eval_steps_per_second": 2.094, | |
| "eval_weighted avg": { | |
| "f1-score": 0.7866826459135919, | |
| "precision": 0.7857670171690952, | |
| "recall": 0.7997031029363844, | |
| "support": 27619.0 | |
| }, | |
| "step": 81 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_Claim": { | |
| "f1-score": 0.5200312174817897, | |
| "precision": 0.5678977272727272, | |
| "recall": 0.47960652591170827, | |
| "support": 4168.0 | |
| }, | |
| "eval_MajorClaim": { | |
| "f1-score": 0.7526302911671151, | |
| "precision": 0.7948320413436692, | |
| "recall": 0.7146840148698885, | |
| "support": 2152.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9116096466629278, | |
| "precision": 0.944560669456067, | |
| "recall": 0.8808801213960546, | |
| "support": 9226.0 | |
| }, | |
| "eval_Premise": { | |
| "f1-score": 0.8738735224125151, | |
| "precision": 0.8259587020648967, | |
| "recall": 0.9276898865236478, | |
| "support": 12073.0 | |
| }, | |
| "eval_accuracy": 0.8278359100619139, | |
| "eval_loss": 0.44692954421043396, | |
| "eval_macro avg": { | |
| "f1-score": 0.7645361694310869, | |
| "precision": 0.7833122850343401, | |
| "recall": 0.7507151371753248, | |
| "support": 27619.0 | |
| }, | |
| "eval_runtime": 4.7439, | |
| "eval_samples_per_second": 16.864, | |
| "eval_steps_per_second": 2.108, | |
| "eval_weighted avg": { | |
| "f1-score": 0.8236335905447046, | |
| "precision": 0.8242076985653165, | |
| "recall": 0.8278359100619139, | |
| "support": 27619.0 | |
| }, | |
| "step": 162 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 4050, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 50, | |
| "save_steps": 500, | |
| "total_flos": 287577465453600.0, | |
| "train_batch_size": 4, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |