{"valid": {"f1": 33.50253807106599, "recall": 38.372093023255815, "precision": 29.72972972972973, "summary": "              precision    recall  f1-score   support\n\n      entity       0.30      0.38      0.34       258\n\n   micro avg       0.30      0.38      0.34       258\n   macro avg       0.30      0.38      0.34       258\nweighted avg       0.30      0.38      0.34       258\n"}}