Mathildeholst's picture
Training in progress, epoch 1
224ed0b verified
{
"best_global_step": 1878,
"best_metric": 0.8070130348205566,
"best_model_checkpoint": "classifier-clinc-MBbase-distilled/run-3/checkpoint-1878",
"epoch": 6.0,
"eval_steps": 500,
"global_step": 1878,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_accuracy": 0.8803225806451613,
"eval_loss": 2.851562261581421,
"eval_runtime": 8.7066,
"eval_samples_per_second": 356.05,
"eval_steps_per_second": 11.141,
"step": 313
},
{
"epoch": 1.5974440894568689,
"grad_norm": 22.713924407958984,
"learning_rate": 1.468583599574015e-05,
"loss": 7.2917,
"step": 500
},
{
"epoch": 2.0,
"eval_accuracy": 0.9370967741935484,
"eval_loss": 1.3482674360275269,
"eval_runtime": 8.8149,
"eval_samples_per_second": 351.677,
"eval_steps_per_second": 11.004,
"step": 626
},
{
"epoch": 3.0,
"eval_accuracy": 0.9458064516129032,
"eval_loss": 1.0475715398788452,
"eval_runtime": 9.4956,
"eval_samples_per_second": 326.469,
"eval_steps_per_second": 10.215,
"step": 939
},
{
"epoch": 3.194888178913738,
"grad_norm": 3.1599416732788086,
"learning_rate": 9.361022364217253e-06,
"loss": 0.8805,
"step": 1000
},
{
"epoch": 4.0,
"eval_accuracy": 0.9519354838709677,
"eval_loss": 0.9085509777069092,
"eval_runtime": 8.7553,
"eval_samples_per_second": 354.07,
"eval_steps_per_second": 11.079,
"step": 1252
},
{
"epoch": 4.792332268370607,
"grad_norm": 4.04980993270874,
"learning_rate": 4.0362087326943564e-06,
"loss": 0.4496,
"step": 1500
},
{
"epoch": 5.0,
"eval_accuracy": 0.9532258064516129,
"eval_loss": 0.8273545503616333,
"eval_runtime": 8.7297,
"eval_samples_per_second": 355.11,
"eval_steps_per_second": 11.111,
"step": 1565
},
{
"epoch": 6.0,
"eval_accuracy": 0.9535483870967741,
"eval_loss": 0.8070130348205566,
"eval_runtime": 10.1059,
"eval_samples_per_second": 306.751,
"eval_steps_per_second": 9.598,
"step": 1878
}
],
"logging_steps": 500,
"max_steps": 1878,
"num_input_tokens_seen": 0,
"num_train_epochs": 6,
"save_steps": 500,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 2,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 0
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 665835745748832.0,
"train_batch_size": 32,
"trial_name": null,
"trial_params": {
"alpha": 0.3917157288742445,
"num_train_epochs": 6,
"temperature": 3.2114012903927867
}
}