{ "best_metric": 0.662251655629139, "best_model_checkpoint": "outputs/indobert-base-uncased-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": 9.997697221833061e-06, "loss": 0.5531, "step": 59 }, { "epoch": 1.0, "eval_accuracy": 0.7723880597014925, "eval_f1": 0.4077669902912622, "eval_loss": 0.4976803660392761, "eval_precision": 0.5833333333333334, "eval_recall": 0.31343283582089554, "eval_runtime": 1.068, "eval_samples_per_second": 250.933, "eval_steps_per_second": 4.682, "step": 59 }, { "epoch": 2.0, "learning_rate": 9.990791008447151e-06, "loss": 0.4992, "step": 118 }, { "epoch": 2.0, "eval_accuracy": 0.7723880597014925, "eval_f1": 0.3440860215053763, "eval_loss": 0.47853246331214905, "eval_precision": 0.6153846153846154, "eval_recall": 0.23880597014925373, "eval_runtime": 1.066, "eval_samples_per_second": 251.4, "eval_steps_per_second": 4.69, "step": 118 }, { "epoch": 3.0, "learning_rate": 9.979044933876465e-06, "loss": 0.44, "step": 177 }, { "epoch": 3.0, "eval_accuracy": 0.7798507462686567, "eval_f1": 0.3655913978494624, "eval_loss": 0.48192882537841797, "eval_precision": 0.6538461538461539, "eval_recall": 0.2537313432835821, "eval_runtime": 1.0667, "eval_samples_per_second": 251.249, "eval_steps_per_second": 4.687, "step": 177 }, { "epoch": 4.0, "learning_rate": 9.962224338961997e-06, "loss": 0.3815, "step": 236 }, { "epoch": 4.0, "eval_accuracy": 0.8097014925373134, "eval_f1": 0.662251655629139, "eval_loss": 0.4523766338825226, "eval_precision": 0.5952380952380952, "eval_recall": 0.746268656716418, "eval_runtime": 1.0729, "eval_samples_per_second": 249.795, "eval_steps_per_second": 4.66, "step": 236 }, { "epoch": 5.0, "learning_rate": 9.940506627721576e-06, "loss": 0.3104, "step": 295 }, { "epoch": 5.0, "eval_accuracy": 0.8171641791044776, "eval_f1": 0.5420560747663551, "eval_loss": 0.4547075927257538, "eval_precision": 0.725, "eval_recall": 0.43283582089552236, "eval_runtime": 1.0733, "eval_samples_per_second": 249.7, "eval_steps_per_second": 4.659, "step": 295 }, { "epoch": 6.0, "learning_rate": 9.913913232914188e-06, "loss": 0.2592, "step": 354 }, { "epoch": 6.0, "eval_accuracy": 0.8171641791044776, "eval_f1": 0.5663716814159292, "eval_loss": 0.40578439831733704, "eval_precision": 0.6956521739130435, "eval_recall": 0.47761194029850745, "eval_runtime": 1.0671, "eval_samples_per_second": 251.149, "eval_steps_per_second": 4.686, "step": 354 }, { "epoch": 7.0, "learning_rate": 9.882470399009847e-06, "loss": 0.2083, "step": 413 }, { "epoch": 7.0, "eval_accuracy": 0.8059701492537313, "eval_f1": 0.5737704918032788, "eval_loss": 0.4358327090740204, "eval_precision": 0.6363636363636364, "eval_recall": 0.5223880597014925, "eval_runtime": 1.0662, "eval_samples_per_second": 251.356, "eval_steps_per_second": 4.689, "step": 413 }, { "epoch": 7.0, "step": 413, "total_flos": 864714483440640.0, "train_loss": 0.37881522374926696, "train_runtime": 182.4457, "train_samples_per_second": 1029.347, "train_steps_per_second": 32.338 } ], "logging_steps": 500, "max_steps": 5900, "num_input_tokens_seen": 0, "num_train_epochs": 100, "save_steps": 500, "total_flos": 864714483440640.0, "train_batch_size": 32, "trial_name": null, "trial_params": null }