| { | |
| "best_global_step": 340, | |
| "best_metric": 0.9280575539568345, | |
| "best_model_checkpoint": "D:/Thesis/Taglish_Gaslighting_V3\\model_outputs\\roberta-tagalog_binary\\checkpoint-340", | |
| "epoch": 4.0, | |
| "eval_steps": 500, | |
| "global_step": 340, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 10.235954284667969, | |
| "learning_rate": 1.785340314136126e-05, | |
| "loss": 0.505757724537569, | |
| "step": 85 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.8650519031141869, | |
| "eval_f1": 0.8539325842696629, | |
| "eval_loss": 0.2817898094654083, | |
| "eval_macro_f1": 0.8642653275046064, | |
| "eval_non_gas_f1": 0.8745980707395499, | |
| "eval_non_gas_precision": 0.8292682926829268, | |
| "eval_non_gas_recall": 0.9251700680272109, | |
| "eval_precision": 0.912, | |
| "eval_recall": 0.8028169014084507, | |
| "eval_roc_auc": 0.9591357669828495, | |
| "eval_runtime": 12.4921, | |
| "eval_samples_per_second": 23.135, | |
| "eval_steps_per_second": 1.521, | |
| "step": 85 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 0.08221813291311264, | |
| "learning_rate": 1.3403141361256546e-05, | |
| "loss": 0.1839109308579389, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.9204152249134948, | |
| "eval_f1": 0.9220338983050848, | |
| "eval_loss": 0.22523701190948486, | |
| "eval_macro_f1": 0.9203809067497155, | |
| "eval_non_gas_f1": 0.9187279151943463, | |
| "eval_non_gas_precision": 0.9558823529411765, | |
| "eval_non_gas_recall": 0.8843537414965986, | |
| "eval_precision": 0.8888888888888888, | |
| "eval_recall": 0.9577464788732394, | |
| "eval_roc_auc": 0.9769809332183579, | |
| "eval_runtime": 12.4908, | |
| "eval_samples_per_second": 23.137, | |
| "eval_steps_per_second": 1.521, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 0.053263287991285324, | |
| "learning_rate": 8.952879581151834e-06, | |
| "loss": 0.0663631607504452, | |
| "step": 255 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.9204152249134948, | |
| "eval_f1": 0.9163636363636364, | |
| "eval_loss": 0.297343909740448, | |
| "eval_macro_f1": 0.9202280228022802, | |
| "eval_non_gas_f1": 0.9240924092409241, | |
| "eval_non_gas_precision": 0.8974358974358975, | |
| "eval_non_gas_recall": 0.9523809523809523, | |
| "eval_precision": 0.9473684210526315, | |
| "eval_recall": 0.8873239436619719, | |
| "eval_roc_auc": 0.9785378940308518, | |
| "eval_runtime": 12.543, | |
| "eval_samples_per_second": 23.041, | |
| "eval_steps_per_second": 1.515, | |
| "step": 255 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 0.026363220065832138, | |
| "learning_rate": 4.502617801047121e-06, | |
| "loss": 0.026208843904383043, | |
| "step": 340 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9307958477508651, | |
| "eval_f1": 0.9280575539568345, | |
| "eval_loss": 0.3261849582195282, | |
| "eval_macro_f1": 0.9306954436450839, | |
| "eval_non_gas_f1": 0.9333333333333333, | |
| "eval_non_gas_precision": 0.9150326797385621, | |
| "eval_non_gas_recall": 0.9523809523809523, | |
| "eval_precision": 0.9485294117647058, | |
| "eval_recall": 0.9084507042253521, | |
| "eval_roc_auc": 0.9782504551116222, | |
| "eval_runtime": 12.4176, | |
| "eval_samples_per_second": 23.273, | |
| "eval_steps_per_second": 1.53, | |
| "step": 340 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 425, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 5, | |
| "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": false | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 354673702625280.0, | |
| "train_batch_size": 16, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |