|
{ |
|
"best_metric": 0.582995951417004, |
|
"best_model_checkpoint": "distilbert-base-multilingual-cased-hyper-matt/run-4r5wbvc3/checkpoint-50", |
|
"epoch": 1.0, |
|
"eval_steps": 500, |
|
"global_step": 50, |
|
"is_hyper_param_search": true, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.2, |
|
"grad_norm": 1.2984086275100708, |
|
"learning_rate": 2.8254267437810627e-05, |
|
"loss": 0.6014, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.4, |
|
"grad_norm": 1.4973173141479492, |
|
"learning_rate": 2.119070057835797e-05, |
|
"loss": 0.5197, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.6, |
|
"grad_norm": 1.660354733467102, |
|
"learning_rate": 1.4127133718905313e-05, |
|
"loss": 0.4239, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.8, |
|
"grad_norm": 1.9838685989379883, |
|
"learning_rate": 7.063566859452657e-06, |
|
"loss": 0.4782, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"grad_norm": 2.0562429428100586, |
|
"learning_rate": 0.0, |
|
"loss": 0.4456, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.7425, |
|
"eval_f1": 0.582995951417004, |
|
"eval_loss": 0.4402432143688202, |
|
"eval_precision": 0.5806451612903226, |
|
"eval_recall": 0.5853658536585366, |
|
"eval_runtime": 1.5859, |
|
"eval_samples_per_second": 252.225, |
|
"eval_steps_per_second": 15.764, |
|
"step": 50 |
|
} |
|
], |
|
"logging_steps": 10, |
|
"max_steps": 50, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 1, |
|
"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": 211815370450944.0, |
|
"train_batch_size": 32, |
|
"trial_name": null, |
|
"trial_params": { |
|
"_wandb": {}, |
|
"assignments": {}, |
|
"learning_rate": 3.531783429726328e-05, |
|
"metric": "eval/loss", |
|
"num_train_epochs": 1, |
|
"per_device_train_batch_size": 32, |
|
"seed": 5 |
|
} |
|
} |
|
|