{"valid": {"f1": 78.65655471289274, "recall": 83.98889403054142, "precision": 73.96088019559902, "summary": "              precision    recall  f1-score   support\n\n      entity       0.74      0.84      0.79      8644\n\n   micro avg       0.74      0.84      0.79      8644\n   macro avg       0.74      0.84      0.79      8644\nweighted avg       0.74      0.84      0.79      8644\n"}}