Chhabi's picture
Training in progress, step 500
6535779 verified
raw
history blame
2.99 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 7.0,
"eval_steps": 500,
"global_step": 2226,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_accuracy": 0.5783870967741935,
"eval_loss": 0.19767619669437408,
"eval_runtime": 6.8983,
"eval_samples_per_second": 449.384,
"eval_steps_per_second": 9.423,
"step": 318
},
{
"epoch": 1.5723270440251573,
"grad_norm": 0.5253991484642029,
"learning_rate": 1.550763701707098e-05,
"loss": 0.3154,
"step": 500
},
{
"epoch": 2.0,
"eval_accuracy": 0.8151612903225807,
"eval_loss": 0.09857291728258133,
"eval_runtime": 6.9285,
"eval_samples_per_second": 447.424,
"eval_steps_per_second": 9.381,
"step": 636
},
{
"epoch": 3.0,
"eval_accuracy": 0.8722580645161291,
"eval_loss": 0.06783536076545715,
"eval_runtime": 5.8131,
"eval_samples_per_second": 533.278,
"eval_steps_per_second": 11.182,
"step": 954
},
{
"epoch": 3.1446540880503147,
"grad_norm": 0.4484029710292816,
"learning_rate": 1.101527403414196e-05,
"loss": 0.1139,
"step": 1000
},
{
"epoch": 4.0,
"eval_accuracy": 0.8938709677419355,
"eval_loss": 0.05406318977475166,
"eval_runtime": 5.9462,
"eval_samples_per_second": 521.342,
"eval_steps_per_second": 10.931,
"step": 1272
},
{
"epoch": 4.716981132075472,
"grad_norm": 0.31517869234085083,
"learning_rate": 6.522911051212939e-06,
"loss": 0.0759,
"step": 1500
},
{
"epoch": 5.0,
"eval_accuracy": 0.9012903225806451,
"eval_loss": 0.04607924818992615,
"eval_runtime": 6.3687,
"eval_samples_per_second": 486.755,
"eval_steps_per_second": 10.206,
"step": 1590
},
{
"epoch": 6.0,
"eval_accuracy": 0.9038709677419355,
"eval_loss": 0.04200601950287819,
"eval_runtime": 5.4702,
"eval_samples_per_second": 566.709,
"eval_steps_per_second": 11.883,
"step": 1908
},
{
"epoch": 6.289308176100629,
"grad_norm": 0.29168257117271423,
"learning_rate": 2.0305480682839176e-06,
"loss": 0.0626,
"step": 2000
}
],
"logging_steps": 500,
"max_steps": 2226,
"num_input_tokens_seen": 0,
"num_train_epochs": 7,
"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": 520991326672152.0,
"train_batch_size": 48,
"trial_name": null,
"trial_params": {
"alpha": 0.6369202392102897,
"num_train_epochs": 7,
"temperature": 14
}
}