{"valid": {"f1": 20.51282051282051, "recall": 13.861386138613863, "precision": 39.436619718309856, "summary": "              precision    recall  f1-score   support\n\n      entity       0.39      0.14      0.21       202\n\n   micro avg       0.39      0.14      0.21       202\n   macro avg       0.39      0.14      0.21       202\nweighted avg       0.39      0.14      0.21       202\n"}}