{"valid": {"f1": 88.60759493670885, "recall": 95.31013615733737, "precision": 82.78580814717476, "summary": " precision recall f1-score support\n\n entity 0.83 0.95 0.89 661\n\n micro avg 0.83 0.95 0.89 661\n macro avg 0.83 0.95 0.89 661\nweighted avg 0.83 0.95 0.89 661\n"}}