def METHOD_NAME(self, embeddings, label_dict, **kwargs):
    model_args = dict(self.model_args)
    for k in kwargs:
        if k in model_args:
            del model_args[k]
    return self.model_cls(
        embeddings=embeddings,
        label_type=self.train_label_type,
        **model_args,
        **kwargs,
    )