timewanderer's picture
Training in progress, step 2500
90d0e06 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 7.861635220125786,
"eval_steps": 500,
"global_step": 2500,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_accuracy": 0.6187096774193548,
"eval_loss": 0.2273363471031189,
"eval_runtime": 5.4212,
"eval_samples_per_second": 571.832,
"eval_steps_per_second": 11.99,
"step": 318
},
{
"epoch": 1.5723270440251573,
"grad_norm": 0.5702099204063416,
"learning_rate": 1.7141223556317898e-05,
"loss": 0.3672,
"step": 500
},
{
"epoch": 2.0,
"eval_accuracy": 0.8416129032258064,
"eval_loss": 0.10179296880960464,
"eval_runtime": 5.7619,
"eval_samples_per_second": 538.015,
"eval_steps_per_second": 11.281,
"step": 636
},
{
"epoch": 3.0,
"eval_accuracy": 0.8906451612903226,
"eval_loss": 0.06358441710472107,
"eval_runtime": 5.4704,
"eval_samples_per_second": 566.684,
"eval_steps_per_second": 11.882,
"step": 954
},
{
"epoch": 3.1446540880503147,
"grad_norm": 0.48276859521865845,
"learning_rate": 1.4282447112635793e-05,
"loss": 0.1191,
"step": 1000
},
{
"epoch": 4.0,
"eval_accuracy": 0.905483870967742,
"eval_loss": 0.04695529490709305,
"eval_runtime": 5.4589,
"eval_samples_per_second": 567.879,
"eval_steps_per_second": 11.907,
"step": 1272
},
{
"epoch": 4.716981132075472,
"grad_norm": 0.3197612166404724,
"learning_rate": 1.1423670668953687e-05,
"loss": 0.0712,
"step": 1500
},
{
"epoch": 5.0,
"eval_accuracy": 0.9167741935483871,
"eval_loss": 0.03740057349205017,
"eval_runtime": 5.721,
"eval_samples_per_second": 541.86,
"eval_steps_per_second": 11.362,
"step": 1590
},
{
"epoch": 6.0,
"eval_accuracy": 0.9241935483870968,
"eval_loss": 0.032310228794813156,
"eval_runtime": 5.4558,
"eval_samples_per_second": 568.208,
"eval_steps_per_second": 11.914,
"step": 1908
},
{
"epoch": 6.289308176100629,
"grad_norm": 0.2629503309726715,
"learning_rate": 8.564894225271586e-06,
"loss": 0.0539,
"step": 2000
},
{
"epoch": 7.0,
"eval_accuracy": 0.9283870967741935,
"eval_loss": 0.029569072648882866,
"eval_runtime": 5.5263,
"eval_samples_per_second": 560.95,
"eval_steps_per_second": 11.762,
"step": 2226
},
{
"epoch": 7.861635220125786,
"grad_norm": 0.29348886013031006,
"learning_rate": 5.706117781589479e-06,
"loss": 0.046,
"step": 2500
}
],
"logging_steps": 500,
"max_steps": 3498,
"num_input_tokens_seen": 0,
"num_train_epochs": 11,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 651155886807636.0,
"train_batch_size": 48,
"trial_name": null,
"trial_params": {
"alpha": 0.5264187954467557,
"num_train_epochs": 11,
"temperature": 5
}
}