Spaces:
Sleeping
Sleeping
| { | |
| "best_global_step": 7188, | |
| "best_metric": 0.7064367615901695, | |
| "best_model_checkpoint": "results_marbert_augmented_x4/checkpoint-7188", | |
| "epoch": 4.0, | |
| "eval_steps": 500, | |
| "global_step": 7188, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 0.5444260835647583, | |
| "learning_rate": 1.600222593210907e-05, | |
| "loss": 0.7759682342750069, | |
| "step": 1797 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.7147613762486127, | |
| "eval_f1_macro": 0.6661366194710371, | |
| "eval_loss": 1.170723795890808, | |
| "eval_runtime": 60.3414, | |
| "eval_samples_per_second": 14.932, | |
| "eval_steps_per_second": 3.745, | |
| "step": 1797 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 1.1501867771148682, | |
| "learning_rate": 1.200222593210907e-05, | |
| "loss": 0.45686454964002504, | |
| "step": 3594 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.7380688124306326, | |
| "eval_f1_macro": 0.6947959820612603, | |
| "eval_loss": 1.496320128440857, | |
| "eval_runtime": 60.2764, | |
| "eval_samples_per_second": 14.948, | |
| "eval_steps_per_second": 3.749, | |
| "step": 3594 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 0.019423065707087517, | |
| "learning_rate": 8.002225932109071e-06, | |
| "loss": 0.2114539212761286, | |
| "step": 5391 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.7480577136514983, | |
| "eval_f1_macro": 0.7020636607249949, | |
| "eval_loss": 1.839005708694458, | |
| "eval_runtime": 60.3712, | |
| "eval_samples_per_second": 14.924, | |
| "eval_steps_per_second": 3.744, | |
| "step": 5391 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 0.0047567361034452915, | |
| "learning_rate": 4.002225932109071e-06, | |
| "loss": 0.10288739934124148, | |
| "step": 7188 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.7391786903440621, | |
| "eval_f1_macro": 0.7064367615901695, | |
| "eval_loss": 2.0361692905426025, | |
| "eval_runtime": 61.9584, | |
| "eval_samples_per_second": 14.542, | |
| "eval_steps_per_second": 3.648, | |
| "step": 7188 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 8985, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 5, | |
| "save_steps": 500, | |
| "stateful_callbacks": { | |
| "EarlyStoppingCallback": { | |
| "args": { | |
| "early_stopping_patience": 2, | |
| "early_stopping_threshold": 0.001 | |
| }, | |
| "attributes": { | |
| "early_stopping_patience_counter": 0 | |
| } | |
| }, | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": false | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 1241138880600192.0, | |
| "train_batch_size": 4, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |