from huggingface_hub import hf_hub_download


def download_from_url(url, cache_dir=None, verbose=True):
    split = url.split("/")
    username, repo_id, model_name = split[-3], split[-2], split[-1]
    if verbose:
        print(f"downloading: {username}/{repo_id}/{model_name}")
    model_path = hf_hub_download(f"{username}/{repo_id}", model_name, cache_dir=cache_dir)
    return model_path