{"valid": {"f1": 3.048065650644783, "recall": 1.600985221674877, "precision": 31.70731707317073, "summary": "              precision    recall  f1-score   support\n\n      entity       0.32      0.02      0.03       812\n\n   micro avg       0.32      0.02      0.03       812\n   macro avg       0.32      0.02      0.03       812\nweighted avg       0.32      0.02      0.03       812\n"}}