{"valid": {"f1": 7.60534429599178, "recall": 4.556650246305419, "precision": 22.981366459627328, "summary": "              precision    recall  f1-score   support\n\n      entity       0.23      0.05      0.08       812\n\n   micro avg       0.23      0.05      0.08       812\n   macro avg       0.23      0.05      0.08       812\nweighted avg       0.23      0.05      0.08       812\n"}}