|
{ |
|
"best_metric": null, |
|
"best_model_checkpoint": null, |
|
"epoch": 1.0, |
|
"eval_steps": 500, |
|
"global_step": 125, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.008, |
|
"grad_norm": 0.679400622844696, |
|
"learning_rate": 1.5384615384615387e-05, |
|
"loss": 0.4779, |
|
"mean_token_accuracy": 0.8891920745372772, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.04, |
|
"grad_norm": 0.6668949127197266, |
|
"learning_rate": 7.692307692307693e-05, |
|
"loss": 0.4667, |
|
"mean_token_accuracy": 0.8981523290276527, |
|
"step": 5 |
|
}, |
|
{ |
|
"epoch": 0.08, |
|
"grad_norm": 0.3423958718776703, |
|
"learning_rate": 0.00015384615384615385, |
|
"loss": 0.3903, |
|
"mean_token_accuracy": 0.9041526615619659, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.12, |
|
"grad_norm": 0.28169184923171997, |
|
"learning_rate": 0.00019984268150178167, |
|
"loss": 0.2622, |
|
"mean_token_accuracy": 0.9287902176380157, |
|
"step": 15 |
|
}, |
|
{ |
|
"epoch": 0.16, |
|
"grad_norm": 0.22763028740882874, |
|
"learning_rate": 0.00019807852804032305, |
|
"loss": 0.1656, |
|
"mean_token_accuracy": 0.9465068757534028, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.2, |
|
"grad_norm": 0.1743064969778061, |
|
"learning_rate": 0.00019438833303083678, |
|
"loss": 0.0896, |
|
"mean_token_accuracy": 0.9682954549789429, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 0.24, |
|
"grad_norm": 0.0910598486661911, |
|
"learning_rate": 0.00018884456359788724, |
|
"loss": 0.0624, |
|
"mean_token_accuracy": 0.9762519419193267, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.28, |
|
"grad_norm": 0.1415988653898239, |
|
"learning_rate": 0.00018155608689592604, |
|
"loss": 0.0676, |
|
"mean_token_accuracy": 0.9724054753780365, |
|
"step": 35 |
|
}, |
|
{ |
|
"epoch": 0.32, |
|
"grad_norm": 0.15753652155399323, |
|
"learning_rate": 0.0001726660322034027, |
|
"loss": 0.0631, |
|
"mean_token_accuracy": 0.9734513998031616, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.36, |
|
"grad_norm": 0.14174672961235046, |
|
"learning_rate": 0.00016234898018587337, |
|
"loss": 0.0558, |
|
"mean_token_accuracy": 0.976895785331726, |
|
"step": 45 |
|
}, |
|
{ |
|
"epoch": 0.4, |
|
"grad_norm": 0.1046091765165329, |
|
"learning_rate": 0.00015080753452465296, |
|
"loss": 0.0582, |
|
"mean_token_accuracy": 0.9748494327068329, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.44, |
|
"grad_norm": 0.09198472648859024, |
|
"learning_rate": 0.000138268343236509, |
|
"loss": 0.0552, |
|
"mean_token_accuracy": 0.9761805891990661, |
|
"step": 55 |
|
}, |
|
{ |
|
"epoch": 0.48, |
|
"grad_norm": 0.07517699152231216, |
|
"learning_rate": 0.0001249776478167227, |
|
"loss": 0.0542, |
|
"mean_token_accuracy": 0.9768649995326996, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 0.52, |
|
"grad_norm": 0.09316771477460861, |
|
"learning_rate": 0.00011119644761033078, |
|
"loss": 0.0511, |
|
"mean_token_accuracy": 0.9787204623222351, |
|
"step": 65 |
|
}, |
|
{ |
|
"epoch": 0.56, |
|
"grad_norm": 0.09173958748579025, |
|
"learning_rate": 9.719537437241312e-05, |
|
"loss": 0.05, |
|
"mean_token_accuracy": 0.9781815230846405, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 0.6, |
|
"grad_norm": 0.10948050022125244, |
|
"learning_rate": 8.324937766952638e-05, |
|
"loss": 0.05, |
|
"mean_token_accuracy": 0.9780394077301026, |
|
"step": 75 |
|
}, |
|
{ |
|
"epoch": 0.64, |
|
"grad_norm": 0.06583424657583237, |
|
"learning_rate": 6.963232548903853e-05, |
|
"loss": 0.0512, |
|
"mean_token_accuracy": 0.9775851011276245, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 0.68, |
|
"grad_norm": 0.081637904047966, |
|
"learning_rate": 5.6611626088244194e-05, |
|
"loss": 0.0537, |
|
"mean_token_accuracy": 0.9765498995780945, |
|
"step": 85 |
|
}, |
|
{ |
|
"epoch": 0.72, |
|
"grad_norm": 0.12278567999601364, |
|
"learning_rate": 4.444297669803981e-05, |
|
"loss": 0.0486, |
|
"mean_token_accuracy": 0.9790335714817047, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 0.76, |
|
"grad_norm": 0.06769045442342758, |
|
"learning_rate": 3.336534220479961e-05, |
|
"loss": 0.0515, |
|
"mean_token_accuracy": 0.9783276081085205, |
|
"step": 95 |
|
}, |
|
{ |
|
"epoch": 0.8, |
|
"grad_norm": 0.08743651956319809, |
|
"learning_rate": 2.3596262417839255e-05, |
|
"loss": 0.0475, |
|
"mean_token_accuracy": 0.9792425632476807, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 0.84, |
|
"grad_norm": 0.07326360791921616, |
|
"learning_rate": 1.5327580077171587e-05, |
|
"loss": 0.0489, |
|
"mean_token_accuracy": 0.9790730774402618, |
|
"step": 105 |
|
}, |
|
{ |
|
"epoch": 0.88, |
|
"grad_norm": 0.0983777642250061, |
|
"learning_rate": 8.72167349386811e-06, |
|
"loss": 0.0511, |
|
"mean_token_accuracy": 0.9783868014812469, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 0.92, |
|
"grad_norm": 0.08176760375499725, |
|
"learning_rate": 3.908267805490051e-06, |
|
"loss": 0.0496, |
|
"mean_token_accuracy": 0.9781703352928162, |
|
"step": 115 |
|
}, |
|
{ |
|
"epoch": 0.96, |
|
"grad_norm": 0.08720585703849792, |
|
"learning_rate": 9.818874663554357e-07, |
|
"loss": 0.0455, |
|
"mean_token_accuracy": 0.9797735631465911, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"grad_norm": 0.07412629574537277, |
|
"learning_rate": 0.0, |
|
"loss": 0.0492, |
|
"mean_token_accuracy": 0.9789807200431824, |
|
"step": 125 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_loss": 0.04896746948361397, |
|
"eval_mean_token_accuracy": 0.9787813196182251, |
|
"eval_runtime": 82.9625, |
|
"eval_samples_per_second": 12.054, |
|
"eval_steps_per_second": 1.507, |
|
"step": 125 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"step": 125, |
|
"total_flos": 4403744057851904.0, |
|
"train_loss": 0.09763943994045257, |
|
"train_runtime": 360.1115, |
|
"train_samples_per_second": 2.777, |
|
"train_steps_per_second": 0.347 |
|
} |
|
], |
|
"logging_steps": 5, |
|
"max_steps": 125, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 1, |
|
"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": 4403744057851904.0, |
|
"train_batch_size": 4, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|