| { | |
| "best_global_step": 3988, | |
| "best_metric": 0.7874481941977501, | |
| "best_model_checkpoint": "./deberta_bio_result/checkpoint-3988", | |
| "epoch": 2.0, | |
| "eval_steps": 500, | |
| "global_step": 3988, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.25075225677031093, | |
| "grad_norm": 325735.625, | |
| "learning_rate": 1.7497492477432297e-05, | |
| "loss": 0.412, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 0.5015045135406219, | |
| "grad_norm": 167717.0, | |
| "learning_rate": 1.498996990972919e-05, | |
| "loss": 0.3617, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 0.7522567703109327, | |
| "grad_norm": 278521.625, | |
| "learning_rate": 1.2482447342026078e-05, | |
| "loss": 0.3601, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.843530591775326, | |
| "eval_f1": 0.770546056260342, | |
| "eval_loss": 0.3484754264354706, | |
| "eval_runtime": 122.603, | |
| "eval_samples_per_second": 130.111, | |
| "eval_steps_per_second": 4.07, | |
| "step": 1994 | |
| }, | |
| { | |
| "epoch": 1.0030090270812437, | |
| "grad_norm": 120681.1328125, | |
| "learning_rate": 9.974924774322969e-06, | |
| "loss": 0.3392, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 1.2537612838515546, | |
| "grad_norm": 123770.0234375, | |
| "learning_rate": 7.46740220661986e-06, | |
| "loss": 0.3112, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 1.5045135406218657, | |
| "grad_norm": 149896.875, | |
| "learning_rate": 4.959879638916751e-06, | |
| "loss": 0.3082, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 1.7552657973921764, | |
| "grad_norm": 137855.703125, | |
| "learning_rate": 2.452357071213641e-06, | |
| "loss": 0.305, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8649699097291875, | |
| "eval_f1": 0.7874481941977501, | |
| "eval_loss": 0.33768922090530396, | |
| "eval_runtime": 122.6162, | |
| "eval_samples_per_second": 130.097, | |
| "eval_steps_per_second": 4.07, | |
| "step": 3988 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 3988, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 2, | |
| "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": 8394050978503680.0, | |
| "train_batch_size": 32, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |