Chhabi's picture
Training in progress, step 2000
f26ea8a verified
raw
history blame
4.07 kB
{
"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": 1.0,
"eval_accuracy": 0.5838709677419355,
"eval_loss": 0.19346614181995392,
"eval_runtime": 5.4448,
"eval_samples_per_second": 569.354,
"eval_steps_per_second": 11.938,
"step": 318
},
{
"epoch": 1.5723270440251573,
"grad_norm": 0.5179193019866943,
"learning_rate": 1.685534591194969e-05,
"loss": 0.3125,
"step": 500
},
{
"epoch": 2.0,
"eval_accuracy": 0.82,
"eval_loss": 0.09356740862131119,
"eval_runtime": 5.7422,
"eval_samples_per_second": 539.859,
"eval_steps_per_second": 11.32,
"step": 636
},
{
"epoch": 3.0,
"eval_accuracy": 0.8790322580645161,
"eval_loss": 0.06245172396302223,
"eval_runtime": 5.6885,
"eval_samples_per_second": 544.959,
"eval_steps_per_second": 11.427,
"step": 954
},
{
"epoch": 3.1446540880503147,
"grad_norm": 0.4341842532157898,
"learning_rate": 1.371069182389937e-05,
"loss": 0.1085,
"step": 1000
},
{
"epoch": 4.0,
"eval_accuracy": 0.9006451612903226,
"eval_loss": 0.048103515058755875,
"eval_runtime": 5.5558,
"eval_samples_per_second": 557.971,
"eval_steps_per_second": 11.699,
"step": 1272
},
{
"epoch": 4.716981132075472,
"grad_norm": 0.29487845301628113,
"learning_rate": 1.0566037735849058e-05,
"loss": 0.069,
"step": 1500
},
{
"epoch": 5.0,
"eval_accuracy": 0.9093548387096774,
"eval_loss": 0.03922608867287636,
"eval_runtime": 5.6358,
"eval_samples_per_second": 550.056,
"eval_steps_per_second": 11.533,
"step": 1590
},
{
"epoch": 6.0,
"eval_accuracy": 0.912258064516129,
"eval_loss": 0.03417789563536644,
"eval_runtime": 5.7261,
"eval_samples_per_second": 541.383,
"eval_steps_per_second": 11.352,
"step": 1908
},
{
"epoch": 6.289308176100629,
"grad_norm": 0.2546312212944031,
"learning_rate": 7.421383647798742e-06,
"loss": 0.0537,
"step": 2000
},
{
"epoch": 7.0,
"eval_accuracy": 0.9219354838709677,
"eval_loss": 0.03144192695617676,
"eval_runtime": 5.8726,
"eval_samples_per_second": 527.873,
"eval_steps_per_second": 11.068,
"step": 2226
},
{
"epoch": 7.861635220125786,
"grad_norm": 0.2692946791648865,
"learning_rate": 4.276729559748428e-06,
"loss": 0.0465,
"step": 2500
},
{
"epoch": 8.0,
"eval_accuracy": 0.9267741935483871,
"eval_loss": 0.029110092669725418,
"eval_runtime": 5.7312,
"eval_samples_per_second": 540.899,
"eval_steps_per_second": 11.341,
"step": 2544
},
{
"epoch": 9.0,
"eval_accuracy": 0.9283870967741935,
"eval_loss": 0.028060223907232285,
"eval_runtime": 5.5233,
"eval_samples_per_second": 561.26,
"eval_steps_per_second": 11.768,
"step": 2862
},
{
"epoch": 9.433962264150944,
"grad_norm": 0.2502853572368622,
"learning_rate": 1.1320754716981133e-06,
"loss": 0.0431,
"step": 3000
}
],
"logging_steps": 500,
"max_steps": 3180,
"num_input_tokens_seen": 0,
"num_train_epochs": 10,
"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": 780738843279612.0,
"train_batch_size": 48,
"trial_name": null,
"trial_params": {
"alpha": 0.022235028872426232,
"num_train_epochs": 10,
"temperature": 14
}
}