{"valid": {"f1": 76.77902621722846, "recall": 79.45736434108527, "precision": 74.27536231884058, "summary": "              precision    recall  f1-score   support\n\n      entity       0.74      0.79      0.77       258\n\n   micro avg       0.74      0.79      0.77       258\n   macro avg       0.74      0.79      0.77       258\nweighted avg       0.74      0.79      0.77       258\n"}}