tonitt97's picture
End of training
59bf836
{
"best_metric": 0.6896090724966321,
"best_model_checkpoint": "robertuito-finetuned-class/run-3/checkpoint-4173",
"epoch": 3.0,
"eval_steps": 500,
"global_step": 4173,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.36,
"learning_rate": 5e-05,
"loss": 0.0973,
"step": 500
},
{
"epoch": 0.72,
"learning_rate": 5e-05,
"loss": 0.1564,
"step": 1000
},
{
"epoch": 1.0,
"eval_accuracy": 0.6937299035369775,
"eval_f1": 0.6874258776859443,
"eval_loss": 2.4691991806030273,
"eval_recall": 0.7043517878228231,
"eval_runtime": 2.7026,
"eval_samples_per_second": 460.298,
"eval_steps_per_second": 14.431,
"step": 1391
},
{
"epoch": 1.08,
"learning_rate": 5e-05,
"loss": 0.1692,
"step": 1500
},
{
"epoch": 1.44,
"learning_rate": 5e-05,
"loss": 0.0836,
"step": 2000
},
{
"epoch": 1.8,
"learning_rate": 5e-05,
"loss": 0.1061,
"step": 2500
},
{
"epoch": 2.0,
"eval_accuracy": 0.7057877813504824,
"eval_f1": 0.684732277475961,
"eval_loss": 2.516491413116455,
"eval_recall": 0.6915848416105334,
"eval_runtime": 2.7425,
"eval_samples_per_second": 453.594,
"eval_steps_per_second": 14.22,
"step": 2782
},
{
"epoch": 2.16,
"learning_rate": 5e-05,
"loss": 0.0878,
"step": 3000
},
{
"epoch": 2.52,
"learning_rate": 5e-05,
"loss": 0.0875,
"step": 3500
},
{
"epoch": 2.88,
"learning_rate": 5e-05,
"loss": 0.0944,
"step": 4000
},
{
"epoch": 3.0,
"eval_accuracy": 0.7017684887459807,
"eval_f1": 0.6896090724966321,
"eval_loss": 2.5273776054382324,
"eval_recall": 0.7008374270116728,
"eval_runtime": 2.6801,
"eval_samples_per_second": 464.16,
"eval_steps_per_second": 14.552,
"step": 4173
}
],
"logging_steps": 500,
"max_steps": 6955,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"save_steps": 500,
"total_flos": 511447197024256.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": {
"learning_rate": 8.108485051435389e-05,
"num_train_epochs": 5,
"per_device_train_batch_size": 4,
"seed": 34
}
}