{"valid": {"f1": 20.59496567505721, "recall": 17.307692307692307, "precision": 25.423728813559322, "summary": "              precision    recall  f1-score   support\n\n      entity       0.25      0.17      0.21       260\n\n   micro avg       0.25      0.17      0.21       260\n   macro avg       0.25      0.17      0.21       260\nweighted avg       0.25      0.17      0.21       260\n"}}