|
{ |
|
"best_metric": 0.8076923076923077, |
|
"best_model_checkpoint": "distilbert-base-multilingual-cased-hyper-matt/run-uit74zky/checkpoint-50", |
|
"epoch": 2.0, |
|
"eval_steps": 500, |
|
"global_step": 50, |
|
"is_hyper_param_search": true, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.4, |
|
"grad_norm": 1.8091522455215454, |
|
"learning_rate": 5.364935037637319e-05, |
|
"loss": 0.5441, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.8, |
|
"grad_norm": 4.8837361335754395, |
|
"learning_rate": 4.023701278227989e-05, |
|
"loss": 0.4031, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.855, |
|
"eval_f1": 0.7867647058823529, |
|
"eval_loss": 0.3269094228744507, |
|
"eval_precision": 0.7181208053691275, |
|
"eval_recall": 0.8699186991869918, |
|
"eval_runtime": 1.5265, |
|
"eval_samples_per_second": 262.042, |
|
"eval_steps_per_second": 16.378, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 1.2, |
|
"grad_norm": 2.886763572692871, |
|
"learning_rate": 2.6824675188186596e-05, |
|
"loss": 0.319, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 1.6, |
|
"grad_norm": 4.65802526473999, |
|
"learning_rate": 1.3412337594093298e-05, |
|
"loss": 0.2827, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 3.284539222717285, |
|
"learning_rate": 0.0, |
|
"loss": 0.257, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.875, |
|
"eval_f1": 0.8076923076923077, |
|
"eval_loss": 0.3172125518321991, |
|
"eval_precision": 0.7664233576642335, |
|
"eval_recall": 0.8536585365853658, |
|
"eval_runtime": 1.5651, |
|
"eval_samples_per_second": 255.58, |
|
"eval_steps_per_second": 15.974, |
|
"step": 50 |
|
} |
|
], |
|
"logging_steps": 10, |
|
"max_steps": 50, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 2, |
|
"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": 423630740901888.0, |
|
"train_batch_size": 64, |
|
"trial_name": null, |
|
"trial_params": { |
|
"_wandb": {}, |
|
"assignments": {}, |
|
"learning_rate": 6.706168797046648e-05, |
|
"metric": "eval/loss", |
|
"num_train_epochs": 2, |
|
"per_device_train_batch_size": 64, |
|
"seed": 40 |
|
} |
|
} |
|
|