{"valid": {"f1": 72.20463683805286, "recall": 74.21737601125572, "precision": 70.29818424121272, "summary": "              precision    recall  f1-score   support\n\n      entity       0.70      0.74      0.72      5686\n\n   micro avg       0.70      0.74      0.72      5686\n   macro avg       0.70      0.74      0.72      5686\nweighted avg       0.70      0.74      0.72      5686\n"}}