|
{ |
|
"best_metric": null, |
|
"best_model_checkpoint": null, |
|
"epoch": 15.0, |
|
"eval_steps": 500, |
|
"global_step": 4770, |
|
"is_hyper_param_search": true, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.9968553459119497, |
|
"grad_norm": 0.7076742053031921, |
|
"learning_rate": 0.0002560077952502327, |
|
"loss": 0.1862, |
|
"step": 317 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.8941935483870967, |
|
"eval_loss": 0.0539756715297699, |
|
"eval_runtime": 5.3793, |
|
"eval_samples_per_second": 576.28, |
|
"eval_steps_per_second": 12.083, |
|
"step": 318 |
|
}, |
|
{ |
|
"epoch": 1.9937106918238994, |
|
"grad_norm": 0.1704549938440323, |
|
"learning_rate": 0.00023778312175049682, |
|
"loss": 0.0474, |
|
"step": 634 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.9209677419354839, |
|
"eval_loss": 0.04036521539092064, |
|
"eval_runtime": 5.4418, |
|
"eval_samples_per_second": 569.666, |
|
"eval_steps_per_second": 11.945, |
|
"step": 636 |
|
}, |
|
{ |
|
"epoch": 2.990566037735849, |
|
"grad_norm": 0.20852865278720856, |
|
"learning_rate": 0.000219558448250761, |
|
"loss": 0.0303, |
|
"step": 951 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.9358064516129032, |
|
"eval_loss": 0.03348854184150696, |
|
"eval_runtime": 5.4145, |
|
"eval_samples_per_second": 572.536, |
|
"eval_steps_per_second": 12.005, |
|
"step": 954 |
|
}, |
|
{ |
|
"epoch": 3.9874213836477987, |
|
"grad_norm": 0.28731900453567505, |
|
"learning_rate": 0.00020133377475102513, |
|
"loss": 0.0248, |
|
"step": 1268 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.9316129032258065, |
|
"eval_loss": 0.032027412205934525, |
|
"eval_runtime": 5.4049, |
|
"eval_samples_per_second": 573.553, |
|
"eval_steps_per_second": 12.026, |
|
"step": 1272 |
|
}, |
|
{ |
|
"epoch": 4.984276729559748, |
|
"grad_norm": 0.08666377514600754, |
|
"learning_rate": 0.00018310910125128927, |
|
"loss": 0.0225, |
|
"step": 1585 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_accuracy": 0.9374193548387096, |
|
"eval_loss": 0.027690911665558815, |
|
"eval_runtime": 5.4267, |
|
"eval_samples_per_second": 571.248, |
|
"eval_steps_per_second": 11.978, |
|
"step": 1590 |
|
}, |
|
{ |
|
"epoch": 5.981132075471698, |
|
"grad_norm": 0.09478049725294113, |
|
"learning_rate": 0.0001648844277515534, |
|
"loss": 0.0202, |
|
"step": 1902 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_accuracy": 0.9409677419354838, |
|
"eval_loss": 0.02713106758892536, |
|
"eval_runtime": 5.4468, |
|
"eval_samples_per_second": 569.137, |
|
"eval_steps_per_second": 11.934, |
|
"step": 1908 |
|
}, |
|
{ |
|
"epoch": 6.977987421383648, |
|
"grad_norm": 0.060874972492456436, |
|
"learning_rate": 0.00014665975425181757, |
|
"loss": 0.0183, |
|
"step": 2219 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"eval_accuracy": 0.94, |
|
"eval_loss": 0.02618584595620632, |
|
"eval_runtime": 5.3927, |
|
"eval_samples_per_second": 574.854, |
|
"eval_steps_per_second": 12.053, |
|
"step": 2226 |
|
}, |
|
{ |
|
"epoch": 7.9748427672955975, |
|
"grad_norm": 0.06319313496351242, |
|
"learning_rate": 0.0001284350807520817, |
|
"loss": 0.0171, |
|
"step": 2536 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"eval_accuracy": 0.9406451612903226, |
|
"eval_loss": 0.02482638880610466, |
|
"eval_runtime": 5.3996, |
|
"eval_samples_per_second": 574.119, |
|
"eval_steps_per_second": 12.038, |
|
"step": 2544 |
|
}, |
|
{ |
|
"epoch": 8.971698113207546, |
|
"grad_norm": 0.08764627575874329, |
|
"learning_rate": 0.00011021040725234585, |
|
"loss": 0.0162, |
|
"step": 2853 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"eval_accuracy": 0.9425806451612904, |
|
"eval_loss": 0.024511994794011116, |
|
"eval_runtime": 5.4361, |
|
"eval_samples_per_second": 570.265, |
|
"eval_steps_per_second": 11.957, |
|
"step": 2862 |
|
}, |
|
{ |
|
"epoch": 9.968553459119496, |
|
"grad_norm": 0.05495918542146683, |
|
"learning_rate": 9.198573375261e-05, |
|
"loss": 0.0157, |
|
"step": 3170 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"eval_accuracy": 0.947741935483871, |
|
"eval_loss": 0.02288609929382801, |
|
"eval_runtime": 5.4756, |
|
"eval_samples_per_second": 566.152, |
|
"eval_steps_per_second": 11.871, |
|
"step": 3180 |
|
}, |
|
{ |
|
"epoch": 10.965408805031446, |
|
"grad_norm": 0.07047451287508011, |
|
"learning_rate": 7.376106025287414e-05, |
|
"loss": 0.0145, |
|
"step": 3487 |
|
}, |
|
{ |
|
"epoch": 11.0, |
|
"eval_accuracy": 0.9454838709677419, |
|
"eval_loss": 0.022273289039731026, |
|
"eval_runtime": 5.434, |
|
"eval_samples_per_second": 570.487, |
|
"eval_steps_per_second": 11.962, |
|
"step": 3498 |
|
}, |
|
{ |
|
"epoch": 11.962264150943396, |
|
"grad_norm": 0.04967096447944641, |
|
"learning_rate": 5.553638675313829e-05, |
|
"loss": 0.0138, |
|
"step": 3804 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"eval_accuracy": 0.9451612903225807, |
|
"eval_loss": 0.02146817557513714, |
|
"eval_runtime": 5.4207, |
|
"eval_samples_per_second": 571.884, |
|
"eval_steps_per_second": 11.991, |
|
"step": 3816 |
|
}, |
|
{ |
|
"epoch": 12.959119496855346, |
|
"grad_norm": 0.05987446755170822, |
|
"learning_rate": 3.731171325340243e-05, |
|
"loss": 0.0133, |
|
"step": 4121 |
|
}, |
|
{ |
|
"epoch": 13.0, |
|
"eval_accuracy": 0.9483870967741935, |
|
"eval_loss": 0.020876701921224594, |
|
"eval_runtime": 5.4416, |
|
"eval_samples_per_second": 569.687, |
|
"eval_steps_per_second": 11.945, |
|
"step": 4134 |
|
}, |
|
{ |
|
"epoch": 13.955974842767295, |
|
"grad_norm": 0.04805705323815346, |
|
"learning_rate": 1.9087039753666574e-05, |
|
"loss": 0.0128, |
|
"step": 4438 |
|
}, |
|
{ |
|
"epoch": 14.0, |
|
"eval_accuracy": 0.9474193548387096, |
|
"eval_loss": 0.02010694146156311, |
|
"eval_runtime": 5.4483, |
|
"eval_samples_per_second": 568.99, |
|
"eval_steps_per_second": 11.93, |
|
"step": 4452 |
|
}, |
|
{ |
|
"epoch": 14.952830188679245, |
|
"grad_norm": 0.0513463132083416, |
|
"learning_rate": 8.623662539307187e-07, |
|
"loss": 0.0124, |
|
"step": 4755 |
|
} |
|
], |
|
"logging_steps": 317, |
|
"max_steps": 4770, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 15, |
|
"save_steps": 1000000000.0, |
|
"stateful_callbacks": { |
|
"TrainerControl": { |
|
"args": { |
|
"should_epoch_stop": false, |
|
"should_evaluate": false, |
|
"should_log": false, |
|
"should_save": true, |
|
"should_training_stop": true |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 1236646073993904.0, |
|
"train_batch_size": 48, |
|
"trial_name": null, |
|
"trial_params": { |
|
"alpha": 0.2421834167342251, |
|
"learning_rate": 0.00027423246874996854, |
|
"lr_scheduler_type": "linear", |
|
"num_train_epochs": 15, |
|
"temperature": 8.720536143796046, |
|
"weight_decay": 0.0693510968632614 |
|
} |
|
} |
|
|