itsanastasiaminina's picture
Training in progress, epoch 2
93d2d3d verified
raw
history blame
1.77 kB
{
"best_metric": 0.6070480622856711,
"best_model_checkpoint": "students_scores_model/run-0/checkpoint-1126",
"epoch": 2.0,
"eval_steps": 500,
"global_step": 1126,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.8880994671403197,
"grad_norm": 15.162298202514648,
"learning_rate": 1.1081212788560944e-05,
"loss": 1.0807,
"step": 500
},
{
"epoch": 1.0,
"eval_f1": 0.5653313080683391,
"eval_loss": 0.9786226153373718,
"eval_runtime": 37.7159,
"eval_samples_per_second": 59.657,
"eval_steps_per_second": 7.477,
"step": 563
},
{
"epoch": 1.7761989342806395,
"grad_norm": 24.097002029418945,
"learning_rate": 6.421325156701843e-06,
"loss": 0.8868,
"step": 1000
},
{
"epoch": 2.0,
"eval_f1": 0.6070480622856711,
"eval_loss": 0.8847860097885132,
"eval_runtime": 37.644,
"eval_samples_per_second": 59.771,
"eval_steps_per_second": 7.491,
"step": 1126
}
],
"logging_steps": 500,
"max_steps": 1689,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"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": 4207559992768512.0,
"train_batch_size": 16,
"trial_name": null,
"trial_params": {
"learning_rate": 1.5741100420420047e-05,
"num_train_epochs": 3,
"per_device_train_batch_size": 16,
"weight_decay": 0.06367619176381757
}
}