{"valid": {"f1": 23.939679547596608, "recall": 15.64039408866995, "precision": 51.00401606425703, "summary": "              precision    recall  f1-score   support\n\n      entity       0.51      0.16      0.24       812\n\n   micro avg       0.51      0.16      0.24       812\n   macro avg       0.51      0.16      0.24       812\nweighted avg       0.51      0.16      0.24       812\n"}}