{ "model_name": "microsoft/deberta-v3-base", "training_samples": 37395, "validation_samples": 7479, "test_samples": 4986, "epochs": 5, "batch_size": 14, "learning_rate": 2e-05, "max_length": 512, "loss_type": "focal", "augmentation": false, "lr_scheduler": "cosine", "validation_metrics": { "eval_loss": 0.004966601729393005, "eval_accuracy": 0.996523599411686, "eval_f1": 0.9969490729875616, "eval_precision": 0.998589562764457, "eval_recall": 0.9953139643861293, "eval_roc_auc": 0.9999483748022919, "eval_mcc": 0.9929165592455127, "eval_true_positives": 4248.0, "eval_true_negatives": 3205.0, "eval_false_positives": 6.0, "eval_false_negatives": 20.0, "eval_runtime": 112.4284, "eval_samples_per_second": 66.522, "eval_steps_per_second": 4.759, "epoch": 5.0 }, "test_metrics": { "eval_loss": 0.004385175183415413, "eval_accuracy": 0.9965904532691536, "eval_f1": 0.9970117771137282, "eval_precision": 0.9975378121702427, "eval_recall": 0.9964862965565706, "eval_roc_auc": 0.999954518885335, "eval_mcc": 0.9930433476772274, "eval_true_positives": 2836.0, "eval_true_negatives": 2133.0, "eval_false_positives": 7.0, "eval_false_negatives": 10.0, "eval_runtime": 94.4784, "eval_samples_per_second": 52.774, "eval_steps_per_second": 3.779, "epoch": 5.0 } }