File size: 1,341 Bytes
e803719 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 |
{
"best_metric": 0.34196434919671853,
"best_model_checkpoint": "InLegalBERT-lora/checkpoint-160",
"epoch": 0.995334370139969,
"eval_steps": 500,
"global_step": 160,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_accuracy": 0.6553059643687065,
"eval_f1_macro": 0.34196434919671853,
"eval_f1_micro": 0.6553059643687065,
"eval_f1_weighted": 0.6146575775654787,
"eval_loss": 1.2012524604797363,
"eval_macro_fpr": 0.036531607457408626,
"eval_macro_sensitivity": 0.39029268516816945,
"eval_macro_specificity": 0.9740627875145957,
"eval_precision": 0.6007307052856502,
"eval_precision_macro": 0.32788772117271575,
"eval_recall": 0.6553059643687065,
"eval_recall_macro": 0.39029268516816945,
"eval_runtime": 30.3344,
"eval_samples_per_second": 42.559,
"eval_steps_per_second": 5.34,
"eval_weighted_fpr": 0.03621124582960371,
"eval_weighted_sensitivity": 0.6553059643687065,
"eval_weighted_specificity": 0.9556358483502301,
"step": 160
}
],
"logging_steps": 500,
"max_steps": 2400,
"num_train_epochs": 15,
"save_steps": 500,
"total_flos": 1394486217363456.0,
"trial_name": null,
"trial_params": null
}
|