


from ...configuration_utils import PretrainedConfig
from ...utils import logging


__UpperCamelCase				:  Tuple      					=							logging.get_logger(__name__)

__UpperCamelCase				:  Tuple      					=							{
    'RWKV/rwkv-4-169m-pile': 'https://huggingface.co/RWKV/rwkv-4-169m-pile/resolve/main/config.json',
    'RWKV/rwkv-4-430m-pile': 'https://huggingface.co/RWKV/rwkv-4-430m-pile/resolve/main/config.json',
    'RWKV/rwkv-4-1b5-pile': 'https://huggingface.co/RWKV/rwkv-4-1b5-pile/resolve/main/config.json',
    'RWKV/rwkv-4-3b-pile': 'https://huggingface.co/RWKV/rwkv-4-3b-pile/resolve/main/config.json',
    'RWKV/rwkv-4-7b-pile': 'https://huggingface.co/RWKV/rwkv-4-7b-pile/resolve/main/config.json',
    'RWKV/rwkv-4-14b-pile': 'https://huggingface.co/RWKV/rwkv-4-14b-pile/resolve/main/config.json',
    'RWKV/rwkv-raven-1b5': 'https://huggingface.co/RWKV/rwkv-raven-1b5/resolve/main/config.json',
    'RWKV/rwkv-raven-3b': 'https://huggingface.co/RWKV/rwkv-raven-3b/resolve/main/config.json',
    'RWKV/rwkv-raven-7b': 'https://huggingface.co/RWKV/rwkv-raven-7b/resolve/main/config.json',
    'RWKV/rwkv-raven-14b': 'https://huggingface.co/RWKV/rwkv-raven-14b/resolve/main/config.json',
}





class  lowerCAmelCase__(    snake_case__						):






    '''simple docstring'''





    A_  :     Dict			= 'rwkv'
    A_  :     List[str]			= {'max_position_embeddings': 'context_length'}





    def __init__(	self				:   Union[str, Any]       ,   __snake_case				:   Dict=50_277       ,   __snake_case				:   Any=1_024       ,   __snake_case				:   Optional[Any]=4_096       ,   __snake_case				:   Tuple=32       ,   __snake_case				:   Any=None       ,   __snake_case				:   str=None       ,   __snake_case				:   Tuple=1E-5       ,   __snake_case				:   Union[str, Any]=0       ,   __snake_case				:   List[Any]=0       ,   __snake_case				:   Optional[Any]=6       ,   __snake_case				:   str=False       ,   __snake_case				:   int=True       ,   **__snake_case				:   str       ,   ):





       '''simple docstring'''
       UpperCAmelCase_							:      Tuple						=   vocab_size
       UpperCAmelCase_							:      Tuple						=   context_length
       UpperCAmelCase_							:      Dict						=   hidden_size
       UpperCAmelCase_							:      Optional[int]						=   num_hidden_layers
       UpperCAmelCase_							:      Optional[int]						=   attention_hidden_size if attention_hidden_size is not None else hidden_size
       UpperCAmelCase_							:      int						=   intermediate_size if intermediate_size is not None else 4 * hidden_size
       UpperCAmelCase_							:      List[Any]						=   layer_norm_epsilon
       UpperCAmelCase_							:      Union[str, Any]						=   rescale_every
       UpperCAmelCase_							:      Tuple						=   use_cache

       UpperCAmelCase_							:      Optional[int]						=   bos_token_id
       UpperCAmelCase_							:      Optional[Any]						=   eos_token_id

       super().__init__(
           tie_word_embeddings=__snake_case       ,   bos_token_id=__snake_case       ,   eos_token_id=__snake_case       ,   **__snake_case	)



from transformers import HfArgumentParser, TensorFlowBenchmark, TensorFlowBenchmarkArguments
def      snake_case_						( ):
   UpperCAmelCase_							:      str						=   HfArgumentParser(__lowercase       )
   UpperCAmelCase_							:      Optional[Any]						=   parser.parse_args_into_dataclasses()[0]
   UpperCAmelCase_							:      Optional[int]						=   TensorFlowBenchmark(args=__lowercase       )
   try:
      UpperCAmelCase_							:      List[Any]						=   parser.parse_args_into_dataclasses()[0]
   except ValueError as e:
      UpperCAmelCase_							:      List[Any]						=   '''Arg --no_{0} is no longer used, please use --no-{0} instead.'''
      UpperCAmelCase_							:      List[str]						=   ''' '''.join(str(__lowercase       ).split(''' '''       )[:-1]       )
      UpperCAmelCase_							:      Optional[int]						=   ''''''
      UpperCAmelCase_							:      Dict						=   eval(str(__lowercase       ).split(''' '''       )[-1]       )
      UpperCAmelCase_							:      int						=   []
      for arg in depreciated_args:
         # arg[2:] removes '--'
         if arg[2:] in TensorFlowBenchmark.deprecated_args:
            # arg[5:] removes '--no_'
            full_error_msg += arg_error_msg.format(arg[5:]       )
         else:
            wrong_args.append(__lowercase       )
      if len(__lowercase       ) > 0:
         UpperCAmelCase_							:      Tuple						=   full_error_msg + begin_error_msg + str(__lowercase       )
      raise ValueError(__lowercase       )
   benchmark.run()


if __name__ == "__main__":
       main()