|
{ |
|
"best_metric": 0.28542718291282654, |
|
"best_model_checkpoint": "realFake-food/checkpoint-200", |
|
"epoch": 4.0, |
|
"eval_steps": 100, |
|
"global_step": 208, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.19230769230769232, |
|
"grad_norm": 3.0538153648376465, |
|
"learning_rate": 0.00019038461538461538, |
|
"loss": 0.9178, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.38461538461538464, |
|
"grad_norm": 2.667586088180542, |
|
"learning_rate": 0.00018076923076923077, |
|
"loss": 0.5836, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.5769230769230769, |
|
"grad_norm": 2.382235050201416, |
|
"learning_rate": 0.00017115384615384616, |
|
"loss": 0.5912, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.7692307692307693, |
|
"grad_norm": 2.7990283966064453, |
|
"learning_rate": 0.00016153846153846155, |
|
"loss": 0.7117, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.9615384615384616, |
|
"grad_norm": 2.5314412117004395, |
|
"learning_rate": 0.00015192307692307692, |
|
"loss": 0.5335, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 1.1538461538461537, |
|
"grad_norm": 4.905477046966553, |
|
"learning_rate": 0.0001423076923076923, |
|
"loss": 0.4325, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 1.3461538461538463, |
|
"grad_norm": 3.4876744747161865, |
|
"learning_rate": 0.0001326923076923077, |
|
"loss": 0.3949, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 1.5384615384615383, |
|
"grad_norm": 2.3716630935668945, |
|
"learning_rate": 0.0001230769230769231, |
|
"loss": 0.4488, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 1.7307692307692308, |
|
"grad_norm": 3.4231088161468506, |
|
"learning_rate": 0.00011346153846153846, |
|
"loss": 0.4485, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 1.9230769230769231, |
|
"grad_norm": 3.3511643409729004, |
|
"learning_rate": 0.00010384615384615386, |
|
"loss": 0.3931, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 1.9230769230769231, |
|
"eval_accuracy": 0.8287671232876712, |
|
"eval_loss": 0.37481045722961426, |
|
"eval_runtime": 5.0568, |
|
"eval_samples_per_second": 28.872, |
|
"eval_steps_per_second": 3.757, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 2.1153846153846154, |
|
"grad_norm": 1.5598195791244507, |
|
"learning_rate": 9.423076923076924e-05, |
|
"loss": 0.2722, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 2.3076923076923075, |
|
"grad_norm": 2.543069839477539, |
|
"learning_rate": 8.461538461538461e-05, |
|
"loss": 0.2621, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 2.5, |
|
"grad_norm": 1.5606470108032227, |
|
"learning_rate": 7.500000000000001e-05, |
|
"loss": 0.3406, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 2.6923076923076925, |
|
"grad_norm": 3.8972668647766113, |
|
"learning_rate": 6.538461538461539e-05, |
|
"loss": 0.2587, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 2.8846153846153846, |
|
"grad_norm": 2.5675690174102783, |
|
"learning_rate": 5.576923076923077e-05, |
|
"loss": 0.1856, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 3.076923076923077, |
|
"grad_norm": 1.1091891527175903, |
|
"learning_rate": 4.615384615384616e-05, |
|
"loss": 0.2306, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 3.269230769230769, |
|
"grad_norm": 1.6599169969558716, |
|
"learning_rate": 3.653846153846154e-05, |
|
"loss": 0.1367, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 3.4615384615384617, |
|
"grad_norm": 0.4873194396495819, |
|
"learning_rate": 2.6923076923076923e-05, |
|
"loss": 0.1868, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 3.6538461538461537, |
|
"grad_norm": 1.8959814310073853, |
|
"learning_rate": 1.730769230769231e-05, |
|
"loss": 0.1289, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 3.8461538461538463, |
|
"grad_norm": 3.15872859954834, |
|
"learning_rate": 7.692307692307694e-06, |
|
"loss": 0.1422, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 3.8461538461538463, |
|
"eval_accuracy": 0.8972602739726028, |
|
"eval_loss": 0.28542718291282654, |
|
"eval_runtime": 5.1649, |
|
"eval_samples_per_second": 28.268, |
|
"eval_steps_per_second": 3.679, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"step": 208, |
|
"total_flos": 2.5603353368661197e+17, |
|
"train_loss": 0.3724222911091951, |
|
"train_runtime": 164.4957, |
|
"train_samples_per_second": 20.086, |
|
"train_steps_per_second": 1.264 |
|
} |
|
], |
|
"logging_steps": 10, |
|
"max_steps": 208, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 4, |
|
"save_steps": 100, |
|
"stateful_callbacks": { |
|
"TrainerControl": { |
|
"args": { |
|
"should_epoch_stop": false, |
|
"should_evaluate": false, |
|
"should_log": false, |
|
"should_save": true, |
|
"should_training_stop": true |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 2.5603353368661197e+17, |
|
"train_batch_size": 16, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|