|
{ |
|
"best_metric": null, |
|
"best_model_checkpoint": null, |
|
"epoch": 10.0, |
|
"eval_steps": 500, |
|
"global_step": 3180, |
|
"is_hyper_param_search": true, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.9968553459119497, |
|
"grad_norm": 0.6351848244667053, |
|
"learning_rate": 1.8006289308176103e-05, |
|
"loss": 0.3969, |
|
"step": 317 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.5796774193548387, |
|
"eval_loss": 0.19846348464488983, |
|
"eval_runtime": 1.3983, |
|
"eval_samples_per_second": 2216.976, |
|
"eval_steps_per_second": 46.485, |
|
"step": 318 |
|
}, |
|
{ |
|
"epoch": 1.9937106918238994, |
|
"grad_norm": 0.533223032951355, |
|
"learning_rate": 1.6012578616352204e-05, |
|
"loss": 0.165, |
|
"step": 634 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.8316129032258065, |
|
"eval_loss": 0.09574232250452042, |
|
"eval_runtime": 1.4234, |
|
"eval_samples_per_second": 2177.865, |
|
"eval_steps_per_second": 45.665, |
|
"step": 636 |
|
}, |
|
{ |
|
"epoch": 2.990566037735849, |
|
"grad_norm": 0.4442247450351715, |
|
"learning_rate": 1.4018867924528304e-05, |
|
"loss": 0.1023, |
|
"step": 951 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.8812903225806452, |
|
"eval_loss": 0.06304766982793808, |
|
"eval_runtime": 1.6221, |
|
"eval_samples_per_second": 1911.159, |
|
"eval_steps_per_second": 40.073, |
|
"step": 954 |
|
}, |
|
{ |
|
"epoch": 3.9874213836477987, |
|
"grad_norm": 0.38984864950180054, |
|
"learning_rate": 1.2025157232704403e-05, |
|
"loss": 0.0763, |
|
"step": 1268 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.9009677419354839, |
|
"eval_loss": 0.04724794998764992, |
|
"eval_runtime": 1.82, |
|
"eval_samples_per_second": 1703.326, |
|
"eval_steps_per_second": 35.715, |
|
"step": 1272 |
|
}, |
|
{ |
|
"epoch": 4.984276729559748, |
|
"grad_norm": 0.2871840000152588, |
|
"learning_rate": 1.0031446540880504e-05, |
|
"loss": 0.0622, |
|
"step": 1585 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_accuracy": 0.91, |
|
"eval_loss": 0.03912010416388512, |
|
"eval_runtime": 1.6351, |
|
"eval_samples_per_second": 1895.862, |
|
"eval_steps_per_second": 39.752, |
|
"step": 1590 |
|
}, |
|
{ |
|
"epoch": 5.981132075471698, |
|
"grad_norm": 0.3613884747028351, |
|
"learning_rate": 8.037735849056606e-06, |
|
"loss": 0.054, |
|
"step": 1902 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_accuracy": 0.9167741935483871, |
|
"eval_loss": 0.03382793441414833, |
|
"eval_runtime": 1.64, |
|
"eval_samples_per_second": 1890.201, |
|
"eval_steps_per_second": 39.633, |
|
"step": 1908 |
|
}, |
|
{ |
|
"epoch": 6.977987421383648, |
|
"grad_norm": 0.2407248318195343, |
|
"learning_rate": 6.044025157232704e-06, |
|
"loss": 0.0489, |
|
"step": 2219 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"eval_accuracy": 0.9229032258064516, |
|
"eval_loss": 0.031094178557395935, |
|
"eval_runtime": 1.452, |
|
"eval_samples_per_second": 2134.921, |
|
"eval_steps_per_second": 44.764, |
|
"step": 2226 |
|
}, |
|
{ |
|
"epoch": 7.9748427672955975, |
|
"grad_norm": 0.26211392879486084, |
|
"learning_rate": 4.0503144654088055e-06, |
|
"loss": 0.0457, |
|
"step": 2536 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"eval_accuracy": 0.925483870967742, |
|
"eval_loss": 0.028951287269592285, |
|
"eval_runtime": 1.6426, |
|
"eval_samples_per_second": 1887.24, |
|
"eval_steps_per_second": 39.571, |
|
"step": 2544 |
|
}, |
|
{ |
|
"epoch": 8.971698113207546, |
|
"grad_norm": 0.26027989387512207, |
|
"learning_rate": 2.056603773584906e-06, |
|
"loss": 0.0434, |
|
"step": 2853 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"eval_accuracy": 0.9280645161290323, |
|
"eval_loss": 0.027912667021155357, |
|
"eval_runtime": 1.6391, |
|
"eval_samples_per_second": 1891.318, |
|
"eval_steps_per_second": 39.657, |
|
"step": 2862 |
|
}, |
|
{ |
|
"epoch": 9.968553459119496, |
|
"grad_norm": 0.2062142789363861, |
|
"learning_rate": 6.289308176100629e-08, |
|
"loss": 0.0423, |
|
"step": 3170 |
|
} |
|
], |
|
"logging_steps": 317, |
|
"max_steps": 3180, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 10, |
|
"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": 825254092458012.0, |
|
"train_batch_size": 48, |
|
"trial_name": null, |
|
"trial_params": { |
|
"alpha": 0.6561589068494422, |
|
"num_train_epochs": 10, |
|
"temperature": 11 |
|
} |
|
} |
|
|