{"valid": {"f1": 4.585798816568047, "recall": 2.594142259414226, "precision": 19.745222929936308, "summary": "              precision    recall  f1-score   support\n\n      entity       0.20      0.03      0.05      1195\n\n   micro avg       0.20      0.03      0.05      1195\n   macro avg       0.20      0.03      0.05      1195\nweighted avg       0.20      0.03      0.05      1195\n"}}