def dummy_inputs(self):
        """
        Dummy inputs to build the network.

        Returns:
            tf.Tensor with dummy inputs
        """
        # Sometimes Flaubert has language embeddings so don't forget to build them as well if needed
        if self.config.use_lang_emb and self.config.n_langs > 1:
            return {
                "input_ids": tf.constant(MULTIPLE_CHOICE_DUMMY_INPUTS, dtype=tf.int32),
                "langs": tf.constant(MULTIPLE_CHOICE_DUMMY_INPUTS, dtype=tf.int32),
            }
        else:
            return {
                "input_ids": tf.constant(MULTIPLE_CHOICE_DUMMY_INPUTS, dtype=tf.int32),
            }

        Dummy inputs to build the network.

        Returns:
            tf.Tensor with dummy inputs
        
dpkd/transformers/src/transformers/models/flaubert/modeling_tf_flaubert.py