{"valid": {"f1": 20.362381363244175, "recall": 14.532019704433496, "precision": 34.00576368876081, "summary": "              precision    recall  f1-score   support\n\n      entity       0.34      0.15      0.20       812\n\n   micro avg       0.34      0.15      0.20       812\n   macro avg       0.34      0.15      0.20       812\nweighted avg       0.34      0.15      0.20       812\n"}}