tonitt97's picture
End of training
59bf836
{
"best_metric": 0.7347700085842469,
"best_model_checkpoint": "robertuito-finetuned-class/run-2/checkpoint-1391",
"epoch": 2.0,
"eval_steps": 500,
"global_step": 2782,
"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": 0.0955,
"step": 500
},
{
"epoch": 0.72,
"learning_rate": 5e-05,
"loss": 0.1914,
"step": 1000
},
{
"epoch": 1.0,
"eval_accuracy": 0.7483922829581994,
"eval_f1": 0.7347700085842469,
"eval_loss": 2.130260705947876,
"eval_recall": 0.7569745645507855,
"eval_runtime": 2.6765,
"eval_samples_per_second": 464.791,
"eval_steps_per_second": 14.571,
"step": 1391
},
{
"epoch": 1.08,
"learning_rate": 5e-05,
"loss": 0.132,
"step": 1500
},
{
"epoch": 1.44,
"learning_rate": 5e-05,
"loss": 0.1005,
"step": 2000
},
{
"epoch": 1.8,
"learning_rate": 5e-05,
"loss": 0.124,
"step": 2500
},
{
"epoch": 2.0,
"eval_accuracy": 0.7009646302250804,
"eval_f1": 0.6993935460471093,
"eval_loss": 2.302142381668091,
"eval_recall": 0.7212726944097146,
"eval_runtime": 2.6927,
"eval_samples_per_second": 461.986,
"eval_steps_per_second": 14.483,
"step": 2782
}
],
"logging_steps": 500,
"max_steps": 2782,
"num_input_tokens_seen": 0,
"num_train_epochs": 2,
"save_steps": 500,
"total_flos": 317966969208832.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": {
"learning_rate": 1.658861968938005e-05,
"num_train_epochs": 2,
"per_device_train_batch_size": 4,
"seed": 17
}
}