{"valid": {"f1": 74.19216593811605, "recall": 76.1167780513542, "precision": 72.36248119043638, "summary": "              precision    recall  f1-score   support\n\n      entity       0.72      0.76      0.74      5686\n\n   micro avg       0.72      0.76      0.74      5686\n   macro avg       0.72      0.76      0.74      5686\nweighted avg       0.72      0.76      0.74      5686\n"}}