itsanastasiaminina's picture
Training in progress, epoch 4
736f961 verified
raw
history blame
2.59 kB
{
"best_metric": 0.623488690122392,
"best_model_checkpoint": "students_scores_model/run-0/checkpoint-1689",
"epoch": 4.0,
"eval_steps": 500,
"global_step": 2252,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.8880994671403197,
"grad_norm": 7.708984851837158,
"learning_rate": 1.9955684198991877e-05,
"loss": 1.084,
"step": 500
},
{
"epoch": 1.0,
"eval_f1": 0.5481089178399972,
"eval_loss": 1.059887409210205,
"eval_runtime": 37.3909,
"eval_samples_per_second": 60.175,
"eval_steps_per_second": 7.542,
"step": 563
},
{
"epoch": 1.7761989342806395,
"grad_norm": 15.52182388305664,
"learning_rate": 1.4260568845398305e-05,
"loss": 0.8598,
"step": 1000
},
{
"epoch": 2.0,
"eval_f1": 0.6105817176137399,
"eval_loss": 0.8904849290847778,
"eval_runtime": 37.5314,
"eval_samples_per_second": 59.95,
"eval_steps_per_second": 7.514,
"step": 1126
},
{
"epoch": 2.664298401420959,
"grad_norm": 14.333279609680176,
"learning_rate": 8.565453491804732e-06,
"loss": 0.7595,
"step": 1500
},
{
"epoch": 3.0,
"eval_f1": 0.623488690122392,
"eval_loss": 0.9218708872795105,
"eval_runtime": 37.7188,
"eval_samples_per_second": 59.652,
"eval_steps_per_second": 7.476,
"step": 1689
},
{
"epoch": 3.552397868561279,
"grad_norm": 23.074176788330078,
"learning_rate": 2.87033813821116e-06,
"loss": 0.6321,
"step": 2000
},
{
"epoch": 4.0,
"eval_f1": 0.6118661882172867,
"eval_loss": 0.9693852066993713,
"eval_runtime": 38.8398,
"eval_samples_per_second": 57.93,
"eval_steps_per_second": 7.261,
"step": 2252
}
],
"logging_steps": 500,
"max_steps": 2252,
"num_input_tokens_seen": 0,
"num_train_epochs": 4,
"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": 8675609285320704.0,
"train_batch_size": 16,
"trial_name": null,
"trial_params": {
"learning_rate": 2.565079955258545e-05,
"num_train_epochs": 4,
"per_device_train_batch_size": 16,
"weight_decay": 0.003210706404646112
}
}