| { |
| "best_global_step": 112, |
| "best_metric": 0.9024482109227872, |
| "best_model_checkpoint": "./model_3_distilbert/checkpoint-112", |
| "epoch": 5.0, |
| "eval_steps": 500, |
| "global_step": 280, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.9279279279279279, |
| "eval_f1_macro": 0.8729977116704806, |
| "eval_f1_negative": 0.7894736842105263, |
| "eval_f1_positive": 0.9565217391304348, |
| "eval_f1_weighted": 0.9219081782010845, |
| "eval_loss": 0.23420116305351257, |
| "eval_precision_macro": 0.9583333333333333, |
| "eval_precision_weighted": 0.9339339339339339, |
| "eval_recall_macro": 0.8260869565217391, |
| "eval_recall_weighted": 0.9279279279279279, |
| "eval_runtime": 1.6193, |
| "eval_samples_per_second": 68.55, |
| "eval_steps_per_second": 4.323, |
| "step": 56 |
| }, |
| { |
| "epoch": 1.7857142857142856, |
| "grad_norm": 1.320497989654541, |
| "learning_rate": 3.9347826086956525e-05, |
| "loss": 0.3207, |
| "step": 100 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.9369369369369369, |
| "eval_f1_macro": 0.9024482109227872, |
| "eval_f1_negative": 0.8444444444444444, |
| "eval_f1_positive": 0.96045197740113, |
| "eval_f1_weighted": 0.9364143804821771, |
| "eval_loss": 0.3722859025001526, |
| "eval_precision_macro": 0.9093462717058223, |
| "eval_precision_weighted": 0.9361133349897395, |
| "eval_recall_macro": 0.895998023715415, |
| "eval_recall_weighted": 0.9369369369369369, |
| "eval_runtime": 2.2494, |
| "eval_samples_per_second": 49.346, |
| "eval_steps_per_second": 3.112, |
| "step": 112 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.9279279279279279, |
| "eval_f1_macro": 0.8903162055335969, |
| "eval_f1_negative": 0.8260869565217391, |
| "eval_f1_positive": 0.9545454545454546, |
| "eval_f1_weighted": 0.9279279279279279, |
| "eval_loss": 0.3547576367855072, |
| "eval_precision_macro": 0.8903162055335969, |
| "eval_precision_weighted": 0.9279279279279279, |
| "eval_recall_macro": 0.8903162055335969, |
| "eval_recall_weighted": 0.9279279279279279, |
| "eval_runtime": 2.2351, |
| "eval_samples_per_second": 49.662, |
| "eval_steps_per_second": 3.132, |
| "step": 168 |
| }, |
| { |
| "epoch": 3.571428571428571, |
| "grad_norm": 0.029327843338251114, |
| "learning_rate": 1.7608695652173915e-05, |
| "loss": 0.0817, |
| "step": 200 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.9369369369369369, |
| "eval_f1_macro": 0.9024482109227872, |
| "eval_f1_negative": 0.8444444444444444, |
| "eval_f1_positive": 0.96045197740113, |
| "eval_f1_weighted": 0.9364143804821771, |
| "eval_loss": 0.35270601511001587, |
| "eval_precision_macro": 0.9093462717058223, |
| "eval_precision_weighted": 0.9361133349897395, |
| "eval_recall_macro": 0.895998023715415, |
| "eval_recall_weighted": 0.9369369369369369, |
| "eval_runtime": 2.2942, |
| "eval_samples_per_second": 48.383, |
| "eval_steps_per_second": 3.051, |
| "step": 224 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_accuracy": 0.9369369369369369, |
| "eval_f1_macro": 0.9024482109227872, |
| "eval_f1_negative": 0.8444444444444444, |
| "eval_f1_positive": 0.96045197740113, |
| "eval_f1_weighted": 0.9364143804821771, |
| "eval_loss": 0.35882368683815, |
| "eval_precision_macro": 0.9093462717058223, |
| "eval_precision_weighted": 0.9361133349897395, |
| "eval_recall_macro": 0.895998023715415, |
| "eval_recall_weighted": 0.9369369369369369, |
| "eval_runtime": 2.1687, |
| "eval_samples_per_second": 51.183, |
| "eval_steps_per_second": 3.228, |
| "step": 280 |
| } |
| ], |
| "logging_steps": 100, |
| "max_steps": 280, |
| "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": true |
| }, |
| "attributes": {} |
| } |
| }, |
| "total_flos": 53990813967840.0, |
| "train_batch_size": 8, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|