unilm/xtune/src/transformers/commands/download.py

from argparse import ArgumentParser

from transformers.commands import BaseTransformersCLICommand


def download_command_factory(args):
    return DownloadCommand(args.model, args.cache_dir, args.force)


class DownloadCommand(BaseTransformersCLICommand):
    @staticmethod
    def register_subcommand(parser: ArgumentParser):
        download_parser = parser.add_parser("download")
        download_parser.add_argument(
            "--cache-dir", type=str, default=None, help="Path to location to store the models"
        )
        download_parser.add_argument(
            "--force", action="store_true", help="Force the model to be download even if already in cache-dir"
        )
        download_parser.add_argument("model", type=str, help="Name of the model to download")
        download_parser.set_defaults(func=download_command_factory)

    def __init__(self, model: str, cache: str, force: bool):
        self._model = model
        self._cache = cache
        self._force = force

    def run(self):
        from transformers import AutoModel, AutoTokenizer

        AutoModel.from_pretrained(self._model, cache_dir=self._cache, force_download=self._force)
        AutoTokenizer.from_pretrained(self._model, cache_dir=self._cache, force_download=self._force)