# Download data
    with tqdm(total=len(objects), desc="Downloading files", unit="file") as pbar:
        for obj in objects:
            print(f"Downloading {obj.path}...")

            # Define the local file path
            local_file_path = os.path.join(local_training_data_storage, obj.path)

            # Create the directory if not exists
            os.makedirs(os.path.dirname(local_file_path), exist_ok=True)

            try:
                with (
                    open(local_file_path, "wb") as local_file,
                    tag.object(obj.path).reader("rb") as r,
                ):
                    local_file.write(r.read())
            except Exception as e:
                print(f"Failed to download {obj.path}: {e}")
            pbar.update(1)