|
{ |
|
"best_metric": 0.04674109071493149, |
|
"best_model_checkpoint": "doc-topic-model_eval-00_train-03/checkpoint-5000", |
|
"epoch": 2.465483234714004, |
|
"eval_steps": 1000, |
|
"global_step": 5000, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.2465483234714004, |
|
"grad_norm": 0.3815906345844269, |
|
"learning_rate": 1.9950690335305722e-05, |
|
"loss": 0.1667, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 0.4930966469428008, |
|
"grad_norm": 0.36234650015830994, |
|
"learning_rate": 1.9901380670611442e-05, |
|
"loss": 0.0923, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 0.4930966469428008, |
|
"eval_accuracy": 0.9814660487265615, |
|
"eval_f1": 0.0, |
|
"eval_loss": 0.08645907044410706, |
|
"eval_precision": 0.0, |
|
"eval_recall": 0.0, |
|
"eval_runtime": 11.8049, |
|
"eval_samples_per_second": 687.004, |
|
"eval_steps_per_second": 2.711, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 0.7396449704142012, |
|
"grad_norm": 0.39963558316230774, |
|
"learning_rate": 1.9852071005917162e-05, |
|
"loss": 0.084, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 0.9861932938856016, |
|
"grad_norm": 0.37207868695259094, |
|
"learning_rate": 1.980276134122288e-05, |
|
"loss": 0.0734, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 0.9861932938856016, |
|
"eval_accuracy": 0.9814660487265615, |
|
"eval_f1": 0.0, |
|
"eval_loss": 0.0668005496263504, |
|
"eval_precision": 0.0, |
|
"eval_recall": 0.0, |
|
"eval_runtime": 11.8932, |
|
"eval_samples_per_second": 681.903, |
|
"eval_steps_per_second": 2.691, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 1.232741617357002, |
|
"grad_norm": 0.39202699065208435, |
|
"learning_rate": 1.9753451676528602e-05, |
|
"loss": 0.0653, |
|
"step": 2500 |
|
}, |
|
{ |
|
"epoch": 1.4792899408284024, |
|
"grad_norm": 0.3334597647190094, |
|
"learning_rate": 1.9704142011834322e-05, |
|
"loss": 0.0606, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 1.4792899408284024, |
|
"eval_accuracy": 0.9823617784202843, |
|
"eval_f1": 0.12648276830209867, |
|
"eval_loss": 0.05524122714996338, |
|
"eval_precision": 0.7700854700854701, |
|
"eval_recall": 0.06889959470826643, |
|
"eval_runtime": 14.1698, |
|
"eval_samples_per_second": 572.346, |
|
"eval_steps_per_second": 2.258, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 1.725838264299803, |
|
"grad_norm": 0.3517291843891144, |
|
"learning_rate": 1.965483234714004e-05, |
|
"loss": 0.055, |
|
"step": 3500 |
|
}, |
|
{ |
|
"epoch": 1.972386587771203, |
|
"grad_norm": 0.43956857919692993, |
|
"learning_rate": 1.9605522682445763e-05, |
|
"loss": 0.0532, |
|
"step": 4000 |
|
}, |
|
{ |
|
"epoch": 1.972386587771203, |
|
"eval_accuracy": 0.9840511926527489, |
|
"eval_f1": 0.2943500344892456, |
|
"eval_loss": 0.0491451695561409, |
|
"eval_precision": 0.8177700348432055, |
|
"eval_recall": 0.1794754148505009, |
|
"eval_runtime": 14.1385, |
|
"eval_samples_per_second": 573.612, |
|
"eval_steps_per_second": 2.263, |
|
"step": 4000 |
|
}, |
|
{ |
|
"epoch": 2.2189349112426036, |
|
"grad_norm": 0.33584991097450256, |
|
"learning_rate": 1.9556213017751483e-05, |
|
"loss": 0.0483, |
|
"step": 4500 |
|
}, |
|
{ |
|
"epoch": 2.465483234714004, |
|
"grad_norm": 0.35681256651878357, |
|
"learning_rate": 1.95069033530572e-05, |
|
"loss": 0.0466, |
|
"step": 5000 |
|
}, |
|
{ |
|
"epoch": 2.465483234714004, |
|
"eval_accuracy": 0.9850886517283898, |
|
"eval_f1": 0.43230993363189985, |
|
"eval_loss": 0.04674109071493149, |
|
"eval_precision": 0.7342375366568915, |
|
"eval_recall": 0.3063393744742678, |
|
"eval_runtime": 14.36, |
|
"eval_samples_per_second": 564.763, |
|
"eval_steps_per_second": 2.228, |
|
"step": 5000 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 202800, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 100, |
|
"save_steps": 1000, |
|
"stateful_callbacks": { |
|
"EarlyStoppingCallback": { |
|
"args": { |
|
"early_stopping_patience": 5, |
|
"early_stopping_threshold": 0.0 |
|
}, |
|
"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": 112700461753656.0, |
|
"train_batch_size": 4, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|