builder_kwargs = {
                "repo_id": self.name,
                "dataset_name": self.name.split("/")[-1],
            }
            warning_msg = f"Using the latest cached version of the dataset since {self.name} couldn't be found on the Hugging Face Hub"
            if config.HF_HUB_OFFLINE:
                warning_msg += " (offline mode is enabled)."
            logger.warning(warning_msg)
            return DatasetModule(
                "datasets.packaged_modules.cache.cache",
                "auto",
                {**builder_kwargs, "version": "auto"},
            )
        raise FileNotFoundError(f"Dataset {self.name} is not cached in {self.cache_dir}")