code: 
  
  
  '''simple docstring'''
  
  
  
  from ...configuration_utils import PretrainedConfig
  from ...utils import logging
  
  
  A__	:      Optional[int]				=						logging.get_logger(__name__)
  
  A__	:      List[Any]				=						{
      """uw-madison/yoso-4096""": """https://huggingface.co/uw-madison/yoso-4096/resolve/main/config.json""",
      # See all YOSO models at https://huggingface.co/models?filter=yoso
  }
  
  
  
  
  
  class      UpperCAmelCase_						(_UpperCAmelCase						):
  
  
  
  
  
      """simple docstring"""
  
  
  
  
  
  
      lowerCamelCase						:      Optional[Any]							  =    'yoso'
  
  
  
  
  
  
  
      def __init__(							self    ,  SCREAMING_SNAKE_CASE_=5_02_65    ,  SCREAMING_SNAKE_CASE_=7_68    ,  SCREAMING_SNAKE_CASE_=12    ,  SCREAMING_SNAKE_CASE_=12    ,  SCREAMING_SNAKE_CASE_=30_72    ,  SCREAMING_SNAKE_CASE_="gelu"    ,  SCREAMING_SNAKE_CASE_=0.1    ,  SCREAMING_SNAKE_CASE_=0.1    ,  SCREAMING_SNAKE_CASE_=40_96    ,  SCREAMING_SNAKE_CASE_=1    ,  SCREAMING_SNAKE_CASE_=0.0_2    ,  SCREAMING_SNAKE_CASE_=1E-12    ,  SCREAMING_SNAKE_CASE_="absolute"    ,  SCREAMING_SNAKE_CASE_=True    ,  SCREAMING_SNAKE_CASE_=9    ,  SCREAMING_SNAKE_CASE_=64    ,  SCREAMING_SNAKE_CASE_=None    ,  SCREAMING_SNAKE_CASE_=True    ,  SCREAMING_SNAKE_CASE_=True    ,  SCREAMING_SNAKE_CASE_=1    ,  SCREAMING_SNAKE_CASE_=0    ,  SCREAMING_SNAKE_CASE_=2    ,  **SCREAMING_SNAKE_CASE_    ,  )       ->  Optional[Any]:
           super().__init__(pad_token_id=SCREAMING_SNAKE_CASE_    ,  bos_token_id=SCREAMING_SNAKE_CASE_    ,  eos_token_id=SCREAMING_SNAKE_CASE_    ,  **SCREAMING_SNAKE_CASE_			)
  
           __lowerCamelCase     :			Optional[Any]              =	vocab_size
           __lowerCamelCase     :			Any              =	max_position_embeddings
           __lowerCamelCase     :			Any              =	hidden_size
           __lowerCamelCase     :			Any              =	num_hidden_layers
           __lowerCamelCase     :			Union[str, Any]              =	num_attention_heads
           __lowerCamelCase     :			Union[str, Any]              =	intermediate_size
           __lowerCamelCase     :			Dict              =	hidden_act
           __lowerCamelCase     :			Dict              =	hidden_dropout_prob
           __lowerCamelCase     :			Dict              =	attention_probs_dropout_prob
           __lowerCamelCase     :			Optional[Any]              =	initializer_range
           __lowerCamelCase     :			Dict              =	type_vocab_size
           __lowerCamelCase     :			Optional[int]              =	layer_norm_eps
           __lowerCamelCase     :			Optional[Any]              =	position_embedding_type
           __lowerCamelCase     :			Optional[Any]              =	use_expectation
           __lowerCamelCase     :			Dict              =	hash_code_len
           __lowerCamelCase     :			Tuple              =	num_hash
           __lowerCamelCase     :			Dict              =	conv_window
           __lowerCamelCase     :			Optional[Any]              =	use_fast_hash
           __lowerCamelCase     :			Optional[int]              =	lsh_backward
  
  
  
  
  
  
  
style_context: 
  
  
  '''simple docstring'''
  
  
  
  def     UpperCAmelCase__      (			UpperCAmelCase_					:       str							)  ->	int:
       __lowerCamelCase     :			Tuple              =	str(UpperCAmelCase_							).strip()
       if not bin_string:
            raise ValueError('Empty string was passed to the function'							)
       __lowerCamelCase     :			Optional[int]              =	bin_string[0] == '-'
       if is_negative:
            __lowerCamelCase     :			List[Any]              =	bin_string[1:]
       if not all(char in '01' for char in bin_string							):
            raise ValueError('Non-binary value was passed to the function'							)
       __lowerCamelCase     :			Optional[int]              =	0
       for char in bin_string:
            __lowerCamelCase     :			str              =	2 * decimal_number + int(UpperCAmelCase_							)
       return -decimal_number if is_negative else decimal_number
  
  
  if __name__ == "__main__":
        from doctest import testmod
  
        testmod()
  
  
  
  
  
  
  