{ "best_metric": null, "best_model_checkpoint": null, "epoch": 3.0, "global_step": 3000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.5, "learning_rate": 1.6673333333333335e-05, "loss": 0.4114, "step": 500 }, { "epoch": 1.0, "learning_rate": 1.3340000000000001e-05, "loss": 0.3333, "step": 1000 }, { "epoch": 1.0, "eval_accuracy": 0.86925, "eval_classification_report": " precision recall f1-score support\n0 0.902408 0.927723 0.914890 3030.00000\n1 0.752542 0.686598 0.718059 970.00000\naccuracy 0.869250 0.869250 0.869250 0.86925\nmacro avg 0.827475 0.807160 0.816475 4000.00000\nweighted avg 0.866065 0.869250 0.867159 4000.00000", "eval_confusion_matrix": "[[2811 219]\n [ 304 666]]", "eval_confusion_matrix_norm": "[[0.92772277 0.07227723]\n [0.31340206 0.68659794]]", "eval_f1": 0.7180592991913748, "eval_f1_macro": 0.8164747268943042, "eval_f1_weighted": 0.8671586721613128, "eval_loss": 0.3063889145851135, "eval_runtime": 9.6219, "eval_samples_per_second": 415.716, "eval_steps_per_second": 25.982, "step": 1000 }, { "epoch": 1.5, "learning_rate": 1.0013333333333335e-05, "loss": 0.2455, "step": 1500 }, { "epoch": 2.0, "learning_rate": 6.6866666666666665e-06, "loss": 0.2271, "step": 2000 }, { "epoch": 2.0, "eval_accuracy": 0.871, "eval_classification_report": " precision recall f1-score support\n0 0.913487 0.916502 0.914992 3030.000\n1 0.736458 0.728866 0.732642 970.000\naccuracy 0.871000 0.871000 0.871000 0.871\nmacro avg 0.824973 0.822684 0.823817 4000.000\nweighted avg 0.870557 0.871000 0.870772 4000.000", "eval_confusion_matrix": "[[2777 253]\n [ 263 707]]", "eval_confusion_matrix_norm": "[[0.91650165 0.08349835]\n [0.27113402 0.72886598]]", "eval_f1": 0.732642487046632, "eval_f1_macro": 0.8238171249071711, "eval_f1_weighted": 0.8707720634053486, "eval_loss": 0.3905148506164551, "eval_runtime": 9.6114, "eval_samples_per_second": 416.171, "eval_steps_per_second": 26.011, "step": 2000 }, { "epoch": 2.5, "learning_rate": 3.3533333333333336e-06, "loss": 0.1517, "step": 2500 }, { "epoch": 3.0, "learning_rate": 2e-08, "loss": 0.1435, "step": 3000 }, { "epoch": 3.0, "eval_accuracy": 0.87925, "eval_classification_report": " precision recall f1-score support\n0 0.908042 0.935314 0.921476 3030.00000\n1 0.777019 0.704124 0.738778 970.00000\naccuracy 0.879250 0.879250 0.879250 0.87925\nmacro avg 0.842531 0.819719 0.830127 4000.00000\nweighted avg 0.876269 0.879250 0.877172 4000.00000", "eval_confusion_matrix": "[[2834 196]\n [ 287 683]]", "eval_confusion_matrix_norm": "[[0.93531353 0.06468647]\n [0.29587629 0.70412371]]", "eval_f1": 0.7387777176852353, "eval_f1_macro": 0.8301269502098749, "eval_f1_weighted": 0.8771718049600645, "eval_loss": 0.4823172092437744, "eval_runtime": 9.6152, "eval_samples_per_second": 416.008, "eval_steps_per_second": 26.001, "step": 3000 }, { "epoch": 3.0, "step": 3000, "total_flos": 1.262933065728e+16, "train_loss": 0.2520793151855469, "train_runtime": 436.5353, "train_samples_per_second": 109.957, "train_steps_per_second": 6.872 } ], "max_steps": 3000, "num_train_epochs": 3, "total_flos": 1.262933065728e+16, "trial_name": null, "trial_params": null }