{"valid": {"f1": 76.9098712446352, "recall": 82.92457195742712, "precision": 71.70868347338936, "summary": "              precision    recall  f1-score   support\n\n      entity       0.72      0.83      0.77      8644\n\n   micro avg       0.72      0.83      0.77      8644\n   macro avg       0.72      0.83      0.77      8644\nweighted avg       0.72      0.83      0.77      8644\n"}}