{"valid": {"f1": 20.42755344418052, "recall": 16.538461538461537, "precision": 26.70807453416149, "summary": "              precision    recall  f1-score   support\n\n      entity       0.27      0.17      0.20       260\n\n   micro avg       0.27      0.17      0.20       260\n   macro avg       0.27      0.17      0.20       260\nweighted avg       0.27      0.17      0.20       260\n"}}