code: 
  
  
  
  
  
  from typing import List, Union
  
  from ...configuration_utils import PretrainedConfig
  from ...utils import logging
  
  
  _UpperCamelCase       = logging.get_logger(__name__)
  
  _UpperCamelCase       = {
      '''allenai/led-base-16384''': '''https://huggingface.co/allenai/led-base-16384/resolve/main/config.json''',
      # See all LED models at https://huggingface.co/models?filter=led
  }
  
  
  
  
  class 				_lowerCamelCase (    a    ):
  
  
  
        """simple docstring"""
  
  
  
  
  
  
        UpperCAmelCase_						:      List[Any]       ="led"
        UpperCAmelCase_						:      Tuple       ={
            "num_attention_heads": "encoder_attention_heads",
            "hidden_size": "d_model",
            "attention_probs_dropout_prob": "attention_dropout",
            "initializer_range": "init_std",
        }
  
  
  
  
  
  
  
        def __init__( self				,						UpperCAmelCase=50265				,						UpperCAmelCase=16384				,						UpperCAmelCase=1024				,						UpperCAmelCase=12				,						UpperCAmelCase=4096				,						UpperCAmelCase=16				,						UpperCAmelCase=12				,						UpperCAmelCase=4096				,						UpperCAmelCase=16				,						UpperCAmelCase=0.0				,						UpperCAmelCase=0.0				,						UpperCAmelCase=True				,						UpperCAmelCase=True				,						UpperCAmelCase="gelu"				,						UpperCAmelCase=1024				,						UpperCAmelCase=0.1				,						UpperCAmelCase=0.0				,						UpperCAmelCase=0.0				,						UpperCAmelCase=0.02				,						UpperCAmelCase=2				,						UpperCAmelCase=0.0				,						UpperCAmelCase=1				,						UpperCAmelCase=0				,						UpperCAmelCase=2				,						UpperCAmelCase = 512				,						**UpperCAmelCase				,						)       ->   Optional[int]:
  
  
  
  
  
  
          '''simple docstring'''
  
  
  
  
  
  
          __snake_case   :				str        =       vocab_size
          __snake_case   :				str        =       max_encoder_position_embeddings
          __snake_case   :				Union[str, Any]        =       max_decoder_position_embeddings
          __snake_case   :				str        =       d_model
          __snake_case   :				Tuple        =       encoder_ffn_dim
          __snake_case   :				Union[str, Any]        =       encoder_layers
          __snake_case   :				str        =       encoder_attention_heads
          __snake_case   :				int        =       decoder_ffn_dim
          __snake_case   :				List[str]        =       decoder_layers
          __snake_case   :				Optional[Any]        =       decoder_attention_heads
          __snake_case   :				List[str]        =       dropout
          __snake_case   :				List[str]        =       attention_dropout
          __snake_case   :				Any        =       activation_dropout
          __snake_case   :				Any        =       activation_function
          __snake_case   :				Any        =       init_std
          __snake_case   :				Union[str, Any]        =       encoder_layerdrop
          __snake_case   :				Any        =       decoder_layerdrop
          __snake_case   :				Tuple        =       classifier_dropout
          __snake_case   :				str        =       use_cache
          __snake_case   :				Optional[Any]        =       encoder_layers
          __snake_case   :				List[Any]        =       attention_window
  
          super().__init__(
              pad_token_id=UpperCAmelCase				,						bos_token_id=UpperCAmelCase				,						eos_token_id=UpperCAmelCase				,						is_encoder_decoder=UpperCAmelCase				,						decoder_start_token_id=UpperCAmelCase				,						**UpperCAmelCase				,						)
  
  
style_context: 
  
  
  
  
  
  def       lowerCAmelCase__(	lowercase       :    str				) ->    int:
    __snake_case   :				List[str]        =       str(lowercase				).strip()
    if not oct_string:
      raise ValueError("Empty string was passed to the function"				)
    __snake_case   :				int        =       oct_string[0] == "-"
    if is_negative:
      __snake_case   :				Union[str, Any]        =       oct_string[1:]
    if not oct_string.isdigit() or not all(0 <= int(lowercase				) <= 7 for char in oct_string				):
      raise ValueError("Non-octal value was passed to the function"				)
    __snake_case   :				List[Any]        =       0
    for char in oct_string:
      __snake_case   :				Optional[Any]        =       8 * decimal_number + int(lowercase				)
    if is_negative:
      __snake_case   :				Any        =       -decimal_number
    return decimal_number
  
  
  if __name__ == "__main__":
       from doctest import testmod
  
       testmod()
  
  