{"valid": {"f1": 73.09845809285899, "recall": 74.62187829757299, "precision": 71.63599527266588, "summary": "              precision    recall  f1-score   support\n\n      entity       0.72      0.75      0.73      5686\n\n   micro avg       0.72      0.75      0.73      5686\n   macro avg       0.72      0.75      0.73      5686\nweighted avg       0.72      0.75      0.73      5686\n"}}