hndc's picture
Training in progress, step 3000
f79267e verified
raw
history blame
3.5 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 9.433962264150944,
"eval_steps": 500,
"global_step": 3000,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_accuracy": 0.6267741935483871,
"eval_loss": 0.19981417059898376,
"eval_runtime": 5.7251,
"eval_samples_per_second": 541.471,
"eval_steps_per_second": 11.353,
"step": 318
},
{
"epoch": 1.57,
"learning_rate": 1.685534591194969e-05,
"loss": 0.324,
"step": 500
},
{
"epoch": 2.0,
"eval_accuracy": 0.8287096774193549,
"eval_loss": 0.09645497798919678,
"eval_runtime": 5.9908,
"eval_samples_per_second": 517.464,
"eval_steps_per_second": 10.85,
"step": 636
},
{
"epoch": 3.0,
"eval_accuracy": 0.8841935483870967,
"eval_loss": 0.061595458537340164,
"eval_runtime": 5.711,
"eval_samples_per_second": 542.813,
"eval_steps_per_second": 11.382,
"step": 954
},
{
"epoch": 3.14,
"learning_rate": 1.371069182389937e-05,
"loss": 0.1107,
"step": 1000
},
{
"epoch": 4.0,
"eval_accuracy": 0.9035483870967742,
"eval_loss": 0.046646881848573685,
"eval_runtime": 5.7075,
"eval_samples_per_second": 543.147,
"eval_steps_per_second": 11.389,
"step": 1272
},
{
"epoch": 4.72,
"learning_rate": 1.0566037735849058e-05,
"loss": 0.0692,
"step": 1500
},
{
"epoch": 5.0,
"eval_accuracy": 0.9096774193548387,
"eval_loss": 0.03824981674551964,
"eval_runtime": 5.8862,
"eval_samples_per_second": 526.657,
"eval_steps_per_second": 11.043,
"step": 1590
},
{
"epoch": 6.0,
"eval_accuracy": 0.9193548387096774,
"eval_loss": 0.033315952867269516,
"eval_runtime": 5.7206,
"eval_samples_per_second": 541.904,
"eval_steps_per_second": 11.362,
"step": 1908
},
{
"epoch": 6.29,
"learning_rate": 7.421383647798742e-06,
"loss": 0.0539,
"step": 2000
},
{
"epoch": 7.0,
"eval_accuracy": 0.9235483870967742,
"eval_loss": 0.03077365830540657,
"eval_runtime": 5.6787,
"eval_samples_per_second": 545.903,
"eval_steps_per_second": 11.446,
"step": 2226
},
{
"epoch": 7.86,
"learning_rate": 4.276729559748428e-06,
"loss": 0.0464,
"step": 2500
},
{
"epoch": 8.0,
"eval_accuracy": 0.9267741935483871,
"eval_loss": 0.02861487679183483,
"eval_runtime": 5.7432,
"eval_samples_per_second": 539.773,
"eval_steps_per_second": 11.318,
"step": 2544
},
{
"epoch": 9.0,
"eval_accuracy": 0.927741935483871,
"eval_loss": 0.02738775499165058,
"eval_runtime": 5.7193,
"eval_samples_per_second": 542.022,
"eval_steps_per_second": 11.365,
"step": 2862
},
{
"epoch": 9.43,
"learning_rate": 1.1320754716981133e-06,
"loss": 0.0429,
"step": 3000
}
],
"logging_steps": 500,
"max_steps": 3180,
"num_input_tokens_seen": 0,
"num_train_epochs": 10,
"save_steps": 500,
"total_flos": 779097278612940.0,
"train_batch_size": 48,
"trial_name": null,
"trial_params": {
"alpha": 0.924670627776918,
"num_train_epochs": 10,
"temperature": 10
}
}