{"valid": {"f1": 81.49532710280376, "recall": 83.84615384615385, "precision": 79.27272727272727, "summary": "              precision    recall  f1-score   support\n\n      entity       0.79      0.84      0.81       260\n\n   micro avg       0.79      0.84      0.81       260\n   macro avg       0.79      0.84      0.81       260\nweighted avg       0.79      0.84      0.81       260\n"}}