|
{ |
|
"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 |
|
} |
|
|