


from argparse import ArgumentParser

from .add_new_model import AddNewModelCommand
from .add_new_model_like import AddNewModelLikeCommand
from .convert import ConvertCommand
from .download import DownloadCommand
from .env import EnvironmentCommand
from .lfs import LfsCommands
from .pt_to_tf import PTtoTFCommand
from .run import RunCommand
from .serving import ServeCommand
from .user import UserCommands
def       _a			(				):


		"""simple docstring"""




		lowercase__						=				ArgumentParser('''Transformers CLI tool'''						,    usage='''transformers-cli <command> [<args>]'''					)
		lowercase__						=				parser.add_subparsers(help='''transformers-cli command helpers'''					)

		# Register commands
		ConvertCommand.register_subcommand(SCREAMING_SNAKE_CASE					)
		DownloadCommand.register_subcommand(SCREAMING_SNAKE_CASE					)
		EnvironmentCommand.register_subcommand(SCREAMING_SNAKE_CASE					)
		RunCommand.register_subcommand(SCREAMING_SNAKE_CASE					)
		ServeCommand.register_subcommand(SCREAMING_SNAKE_CASE					)
		UserCommands.register_subcommand(SCREAMING_SNAKE_CASE					)
		AddNewModelCommand.register_subcommand(SCREAMING_SNAKE_CASE					)
		AddNewModelLikeCommand.register_subcommand(SCREAMING_SNAKE_CASE					)
		LfsCommands.register_subcommand(SCREAMING_SNAKE_CASE					)
		PTtoTFCommand.register_subcommand(SCREAMING_SNAKE_CASE					)

		# Let's go
		lowercase__						=				parser.parse_args()

		if not hasattr(SCREAMING_SNAKE_CASE						,    '''func'''					):
				parser.print_help()
				exit(1					)

		# Run
		lowercase__						=				args.func(SCREAMING_SNAKE_CASE					)
		service.run()


if __name__ == "__main__":
			main()






import logging

from transformers import PretrainedConfig


lowerCAmelCase	=							logging.getLogger(__name__)


lowerCAmelCase	=							{
    'bertabs-finetuned-cnndm': 'https://huggingface.co/remi/bertabs-finetuned-cnndm-extractive-abstractive-summarization/resolve/main/config.json',
}


class 	_a							(      UpperCamelCase__      ):
							_lowercase     :      List[Any]  				=			'''bertabs'''

							def __init__(							self:     List[str]   ,						UpperCamelCase_:     Dict=30_522   ,						UpperCamelCase_:     Union[str, Any]=512   ,						UpperCamelCase_:     Optional[int]=6   ,						UpperCamelCase_:     int=512   ,						UpperCamelCase_:     Optional[int]=8   ,						UpperCamelCase_:     List[Any]=512   ,						UpperCamelCase_:     Tuple=0.2   ,						UpperCamelCase_:     List[Any]=6   ,						UpperCamelCase_:     Tuple=768   ,						UpperCamelCase_:     List[Any]=8   ,						UpperCamelCase_:     Union[str, Any]=2_048   ,						UpperCamelCase_:     str=0.2   ,						**UpperCamelCase_:     Any   ,						)      ->       List[str]:





									"""simple docstring"""







									super().__init__(**UpperCamelCase_							)

									lowercase__						=				vocab_size
									lowercase__						=				max_pos

									lowercase__						=				enc_layers
									lowercase__						=				enc_hidden_size
									lowercase__						=				enc_heads
									lowercase__						=				enc_ff_size
									lowercase__						=				enc_dropout

									lowercase__						=				dec_layers
									lowercase__						=				dec_hidden_size
									lowercase__						=				dec_heads
									lowercase__						=				dec_ff_size
									lowercase__						=				dec_dropout


