def METHOD_NAME(self):
    model_config = self._get_model_config()
    return {
        "batch_size": 1,
        "max_input_length": 61,
        "num_symbols": model_config["num_symbols"],
        "input_dim": model_config["input_dim"],
        "right_context_length": model_config["right_context_length"],
        "segment_length": model_config["segment_length"],
    }