{"valid": {"f1": 21.132075471698116, "recall": 13.793103448275861, "precision": 45.16129032258064, "summary": "              precision    recall  f1-score   support\n\n      entity       0.45      0.14      0.21       203\n\n   micro avg       0.45      0.14      0.21       203\n   macro avg       0.45      0.14      0.21       203\nweighted avg       0.45      0.14      0.21       203\n"}}