{ "best_metric": 0.8968609865470851, "best_model_checkpoint": "models/fake-news-bert-base-spanish-wwm-cased/checkpoint-420", "epoch": 5.0, "global_step": 700, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "learning_rate": 1.6000000000000003e-05, "loss": 0.5098, "step": 140 }, { "epoch": 1.0, "eval_f1": 0.7340425531914895, "eval_loss": 0.49776777625083923, "eval_runtime": 8.4133, "eval_samples_per_second": 28.526, "eval_steps_per_second": 3.566, "step": 140 }, { "epoch": 2.0, "learning_rate": 1.2e-05, "loss": 0.2473, "step": 280 }, { "epoch": 2.0, "eval_f1": 0.8828828828828829, "eval_loss": 0.38877564668655396, "eval_runtime": 8.625, "eval_samples_per_second": 27.826, "eval_steps_per_second": 3.478, "step": 280 }, { "epoch": 3.0, "learning_rate": 8.000000000000001e-06, "loss": 0.0908, "step": 420 }, { "epoch": 3.0, "eval_f1": 0.8968609865470851, "eval_loss": 0.44203802943229675, "eval_runtime": 8.4917, "eval_samples_per_second": 28.263, "eval_steps_per_second": 3.533, "step": 420 }, { "epoch": 4.0, "learning_rate": 4.000000000000001e-06, "loss": 0.0332, "step": 560 }, { "epoch": 4.0, "eval_f1": 0.8796296296296298, "eval_loss": 0.5603806376457214, "eval_runtime": 8.5449, "eval_samples_per_second": 28.087, "eval_steps_per_second": 3.511, "step": 560 }, { "epoch": 5.0, "learning_rate": 0.0, "loss": 0.0052, "step": 700 }, { "epoch": 5.0, "eval_f1": 0.8956521739130435, "eval_loss": 0.5154075622558594, "eval_runtime": 8.6086, "eval_samples_per_second": 27.879, "eval_steps_per_second": 3.485, "step": 700 }, { "epoch": 5.0, "step": 700, "total_flos": 1473421910016000.0, "train_loss": 0.17726608804294042, "train_runtime": 611.8323, "train_samples_per_second": 9.153, "train_steps_per_second": 1.144 } ], "max_steps": 700, "num_train_epochs": 5, "total_flos": 1473421910016000.0, "trial_name": null, "trial_params": null }