def METHOD_NAME(self) -> Optional[List[str]]:
    mlflow_tags = {
        k: v for k, v in self.run.data.METHOD_NAME.items() if not k.startswith("mlflow.")
    }
    return [f"{k}={v}" for k, v in mlflow_tags.items()]