|
{ |
|
"best_metric": 0.3162662386894226, |
|
"best_model_checkpoint": "glot500-all-full-finetuned-toxicity-classification/checkpoint-4016", |
|
"epoch": 2.9987546699875467, |
|
"eval_steps": 500, |
|
"global_step": 6021, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.24906600249066002, |
|
"grad_norm": 9.292550086975098, |
|
"learning_rate": 1.83391463212091e-05, |
|
"loss": 0.6475, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 0.49813200498132004, |
|
"grad_norm": 9.401397705078125, |
|
"learning_rate": 1.6678292642418204e-05, |
|
"loss": 0.4811, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 0.7471980074719801, |
|
"grad_norm": 9.068319320678711, |
|
"learning_rate": 1.5017438963627307e-05, |
|
"loss": 0.4014, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 0.9962640099626401, |
|
"grad_norm": 8.684527397155762, |
|
"learning_rate": 1.3356585284836408e-05, |
|
"loss": 0.3774, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_loss": 0.3449280261993408, |
|
"eval_runtime": 46.4179, |
|
"eval_samples_per_second": 153.798, |
|
"eval_steps_per_second": 9.63, |
|
"step": 2008 |
|
}, |
|
{ |
|
"epoch": 1.2450809464508095, |
|
"grad_norm": 9.13967514038086, |
|
"learning_rate": 1.1695731606045508e-05, |
|
"loss": 0.3165, |
|
"step": 2500 |
|
}, |
|
{ |
|
"epoch": 1.4941469489414696, |
|
"grad_norm": 5.335002422332764, |
|
"learning_rate": 1.0034877927254609e-05, |
|
"loss": 0.2968, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 1.7432129514321295, |
|
"grad_norm": 11.03541088104248, |
|
"learning_rate": 8.374024248463712e-06, |
|
"loss": 0.2965, |
|
"step": 3500 |
|
}, |
|
{ |
|
"epoch": 1.9922789539227894, |
|
"grad_norm": 8.862164497375488, |
|
"learning_rate": 6.7131705696728125e-06, |
|
"loss": 0.283, |
|
"step": 4000 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_loss": 0.3162662386894226, |
|
"eval_runtime": 46.3896, |
|
"eval_samples_per_second": 153.892, |
|
"eval_steps_per_second": 9.636, |
|
"step": 4016 |
|
}, |
|
{ |
|
"epoch": 2.241095890410959, |
|
"grad_norm": 19.95586585998535, |
|
"learning_rate": 5.0523168908819146e-06, |
|
"loss": 0.2286, |
|
"step": 4500 |
|
}, |
|
{ |
|
"epoch": 2.490161892901619, |
|
"grad_norm": 7.364178657531738, |
|
"learning_rate": 3.391463212091015e-06, |
|
"loss": 0.2284, |
|
"step": 5000 |
|
}, |
|
{ |
|
"epoch": 2.739227895392279, |
|
"grad_norm": 9.687633514404297, |
|
"learning_rate": 1.7306095333001162e-06, |
|
"loss": 0.2174, |
|
"step": 5500 |
|
}, |
|
{ |
|
"epoch": 2.988293897882939, |
|
"grad_norm": 7.806052207946777, |
|
"learning_rate": 6.975585450921775e-08, |
|
"loss": 0.2228, |
|
"step": 6000 |
|
}, |
|
{ |
|
"epoch": 2.9987546699875467, |
|
"eval_loss": 0.3281228244304657, |
|
"eval_runtime": 46.4096, |
|
"eval_samples_per_second": 153.826, |
|
"eval_steps_per_second": 9.632, |
|
"step": 6021 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 6021, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 3, |
|
"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": 5.06830825939968e+16, |
|
"train_batch_size": 16, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|