| { | |
| "best_metric": 0.7328244274809161, | |
| "best_model_checkpoint": "outputs/indobert-large-p1-twitter-indonesia-sarcastic/checkpoint-236", | |
| "epoch": 7.0, | |
| "eval_steps": 500, | |
| "global_step": 413, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "learning_rate": 9.997777306367356e-06, | |
| "loss": 0.5836, | |
| "step": 59 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.8059701492537313, | |
| "eval_f1": 0.5737704918032788, | |
| "eval_loss": 0.41532421112060547, | |
| "eval_precision": 0.6363636363636364, | |
| "eval_recall": 0.5223880597014925, | |
| "eval_runtime": 3.3886, | |
| "eval_samples_per_second": 79.088, | |
| "eval_steps_per_second": 1.476, | |
| "step": 59 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "learning_rate": 9.990628789297524e-06, | |
| "loss": 0.3766, | |
| "step": 118 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8432835820895522, | |
| "eval_f1": 0.5961538461538461, | |
| "eval_loss": 0.33532315492630005, | |
| "eval_precision": 0.8378378378378378, | |
| "eval_recall": 0.4626865671641791, | |
| "eval_runtime": 3.3898, | |
| "eval_samples_per_second": 79.062, | |
| "eval_steps_per_second": 1.475, | |
| "step": 118 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "learning_rate": 9.978800734821829e-06, | |
| "loss": 0.2476, | |
| "step": 177 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8619402985074627, | |
| "eval_f1": 0.694214876033058, | |
| "eval_loss": 0.3113671541213989, | |
| "eval_precision": 0.7777777777777778, | |
| "eval_recall": 0.6268656716417911, | |
| "eval_runtime": 3.3876, | |
| "eval_samples_per_second": 79.111, | |
| "eval_steps_per_second": 1.476, | |
| "step": 177 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "learning_rate": 9.961896985969137e-06, | |
| "loss": 0.1356, | |
| "step": 236 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8694029850746269, | |
| "eval_f1": 0.7328244274809161, | |
| "eval_loss": 0.327924907207489, | |
| "eval_precision": 0.75, | |
| "eval_recall": 0.7164179104477612, | |
| "eval_runtime": 3.3876, | |
| "eval_samples_per_second": 79.113, | |
| "eval_steps_per_second": 1.476, | |
| "step": 236 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "learning_rate": 9.940096443848375e-06, | |
| "loss": 0.0536, | |
| "step": 295 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.8582089552238806, | |
| "eval_f1": 0.7164179104477613, | |
| "eval_loss": 0.42652806639671326, | |
| "eval_precision": 0.7164179104477612, | |
| "eval_recall": 0.7164179104477612, | |
| "eval_runtime": 3.3976, | |
| "eval_samples_per_second": 78.88, | |
| "eval_steps_per_second": 1.472, | |
| "step": 295 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "learning_rate": 9.913420622962606e-06, | |
| "loss": 0.0157, | |
| "step": 354 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.8619402985074627, | |
| "eval_f1": 0.6666666666666667, | |
| "eval_loss": 0.644801914691925, | |
| "eval_precision": 0.8409090909090909, | |
| "eval_recall": 0.5522388059701493, | |
| "eval_runtime": 3.3901, | |
| "eval_samples_per_second": 79.054, | |
| "eval_steps_per_second": 1.475, | |
| "step": 354 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "learning_rate": 9.881895849126432e-06, | |
| "loss": 0.0076, | |
| "step": 413 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.8619402985074627, | |
| "eval_f1": 0.7218045112781953, | |
| "eval_loss": 0.5739138722419739, | |
| "eval_precision": 0.7272727272727273, | |
| "eval_recall": 0.7164179104477612, | |
| "eval_runtime": 3.3841, | |
| "eval_samples_per_second": 79.193, | |
| "eval_steps_per_second": 1.477, | |
| "step": 413 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "step": 413, | |
| "total_flos": 3062792425577472.0, | |
| "train_loss": 0.20290469026450095, | |
| "train_runtime": 601.0116, | |
| "train_samples_per_second": 312.473, | |
| "train_steps_per_second": 9.817 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 5900, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 100, | |
| "save_steps": 500, | |
| "total_flos": 3062792425577472.0, | |
| "train_batch_size": 32, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |