|
{ |
|
"best_global_step": null, |
|
"best_metric": null, |
|
"best_model_checkpoint": null, |
|
"epoch": 8.0, |
|
"eval_steps": 500, |
|
"global_step": 72, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.5882352941176471, |
|
"grad_norm": 1.453149383018604, |
|
"learning_rate": 3.125e-05, |
|
"loss": 1.1323, |
|
"mean_token_accuracy": 0.758558577299118, |
|
"num_tokens": 2505918.0, |
|
"step": 5 |
|
}, |
|
{ |
|
"epoch": 1.1176470588235294, |
|
"grad_norm": 0.8843952108301645, |
|
"learning_rate": 4.8437500000000005e-05, |
|
"loss": 0.9418, |
|
"mean_token_accuracy": 0.786483476559321, |
|
"num_tokens": 4791423.0, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 1.7058823529411766, |
|
"grad_norm": 0.35303048389497826, |
|
"learning_rate": 4.453125e-05, |
|
"loss": 0.7428, |
|
"mean_token_accuracy": 0.8249349921941758, |
|
"num_tokens": 7330272.0, |
|
"step": 15 |
|
}, |
|
{ |
|
"epoch": 2.235294117647059, |
|
"grad_norm": 0.3908112032783539, |
|
"learning_rate": 4.0625000000000005e-05, |
|
"loss": 0.6935, |
|
"mean_token_accuracy": 0.8370609614584181, |
|
"num_tokens": 9618952.0, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 2.8235294117647056, |
|
"grad_norm": 0.22079369830396672, |
|
"learning_rate": 3.671875e-05, |
|
"loss": 0.5392, |
|
"mean_token_accuracy": 0.866364911198616, |
|
"num_tokens": 12114377.0, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 3.3529411764705883, |
|
"grad_norm": 0.22167112596094207, |
|
"learning_rate": 3.2812500000000005e-05, |
|
"loss": 0.4885, |
|
"mean_token_accuracy": 0.8808583782778846, |
|
"num_tokens": 14409009.0, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 3.9411764705882355, |
|
"grad_norm": 0.9782959114884348, |
|
"learning_rate": 2.890625e-05, |
|
"loss": 0.4183, |
|
"mean_token_accuracy": 0.8973524689674377, |
|
"num_tokens": 16918082.0, |
|
"step": 35 |
|
}, |
|
{ |
|
"epoch": 4.470588235294118, |
|
"grad_norm": 0.4095276244792195, |
|
"learning_rate": 2.5e-05, |
|
"loss": 0.3897, |
|
"mean_token_accuracy": 0.9068596760431925, |
|
"num_tokens": 19217454.0, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"grad_norm": 0.21972425572371848, |
|
"learning_rate": 2.109375e-05, |
|
"loss": 0.2675, |
|
"mean_token_accuracy": 0.9311207168632083, |
|
"num_tokens": 21475135.0, |
|
"step": 45 |
|
}, |
|
{ |
|
"epoch": 5.588235294117647, |
|
"grad_norm": 0.22803635719329346, |
|
"learning_rate": 1.71875e-05, |
|
"loss": 0.2681, |
|
"mean_token_accuracy": 0.9340837925672532, |
|
"num_tokens": 23999790.0, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 6.117647058823529, |
|
"grad_norm": 0.3459891609100074, |
|
"learning_rate": 1.3281250000000001e-05, |
|
"loss": 0.2211, |
|
"mean_token_accuracy": 0.9482026563750373, |
|
"num_tokens": 26264984.0, |
|
"step": 55 |
|
}, |
|
{ |
|
"epoch": 6.705882352941177, |
|
"grad_norm": 0.2374700982971719, |
|
"learning_rate": 9.375000000000001e-06, |
|
"loss": 0.1483, |
|
"mean_token_accuracy": 0.9612507849931717, |
|
"num_tokens": 28792279.0, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 7.235294117647059, |
|
"grad_norm": 0.276768438905862, |
|
"learning_rate": 5.46875e-06, |
|
"loss": 0.2467, |
|
"mean_token_accuracy": 0.9479848013983833, |
|
"num_tokens": 31085796.0, |
|
"step": 65 |
|
}, |
|
{ |
|
"epoch": 7.823529411764706, |
|
"grad_norm": 0.18403035516539035, |
|
"learning_rate": 1.5625e-06, |
|
"loss": 0.1465, |
|
"mean_token_accuracy": 0.9668508440256118, |
|
"num_tokens": 33579925.0, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"mean_token_accuracy": 0.955658088127772, |
|
"num_tokens": 34358154.0, |
|
"step": 72, |
|
"total_flos": 70898833948672.0, |
|
"train_loss": 0.48625098499986863, |
|
"train_runtime": 731.1833, |
|
"train_samples_per_second": 6.634, |
|
"train_steps_per_second": 0.098 |
|
} |
|
], |
|
"logging_steps": 5, |
|
"max_steps": 72, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 9, |
|
"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": 70898833948672.0, |
|
"train_batch_size": 2, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|