|
{ |
|
"best_metric": 0.09880195558071136, |
|
"best_model_checkpoint": "/content/drive/MyDrive/checkpoint-384", |
|
"epoch": 3.0, |
|
"eval_steps": 100, |
|
"global_step": 384, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"grad_norm": 5.293990612030029, |
|
"learning_rate": 4.5e-06, |
|
"loss": 0.5772, |
|
"step": 128 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.90625, |
|
"eval_f1": 0.9056919642857143, |
|
"eval_loss": 0.2875204086303711, |
|
"eval_precision": 0.9092216981132075, |
|
"eval_recall": 0.90625, |
|
"eval_runtime": 7.6037, |
|
"eval_samples_per_second": 33.668, |
|
"eval_steps_per_second": 2.104, |
|
"step": 128 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 1.1265126466751099, |
|
"learning_rate": 4.000000000000001e-06, |
|
"loss": 0.2107, |
|
"step": 256 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.95703125, |
|
"eval_f1": 0.957080593238505, |
|
"eval_loss": 0.1508919596672058, |
|
"eval_precision": 0.9578610206919738, |
|
"eval_recall": 0.95703125, |
|
"eval_runtime": 7.4102, |
|
"eval_samples_per_second": 34.547, |
|
"eval_steps_per_second": 2.159, |
|
"step": 256 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"grad_norm": 0.41782641410827637, |
|
"learning_rate": 3.5e-06, |
|
"loss": 0.1371, |
|
"step": 384 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.9765625, |
|
"eval_f1": 0.9765625, |
|
"eval_loss": 0.09880195558071136, |
|
"eval_precision": 0.9765625, |
|
"eval_recall": 0.9765625, |
|
"eval_runtime": 7.4477, |
|
"eval_samples_per_second": 34.373, |
|
"eval_steps_per_second": 2.148, |
|
"step": 384 |
|
} |
|
], |
|
"logging_steps": 100, |
|
"max_steps": 1280, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 10, |
|
"save_steps": 100, |
|
"stateful_callbacks": { |
|
"EarlyStoppingCallback": { |
|
"args": { |
|
"early_stopping_patience": 2, |
|
"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": 1614975657799680.0, |
|
"train_batch_size": 16, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|