code: 
  
  
  
  '''simple docstring'''
  
  
  
  
  
  from collections import OrderedDict
  from typing import Mapping
  
  from ...configuration_utils import PretrainedConfig
  from ...onnx import OnnxConfig
  from ...utils import logging
  
  
  __lowerCamelCase  				=					logging.get_logger(__name__)
  
  __lowerCamelCase  				=					{
      """google/electra-small-generator""": """https://huggingface.co/google/electra-small-generator/resolve/main/config.json""",
      """google/electra-base-generator""": """https://huggingface.co/google/electra-base-generator/resolve/main/config.json""",
      """google/electra-large-generator""": """https://huggingface.co/google/electra-large-generator/resolve/main/config.json""",
      """google/electra-small-discriminator""": (
          """https://huggingface.co/google/electra-small-discriminator/resolve/main/config.json"""
      ),
      """google/electra-base-discriminator""": (
          """https://huggingface.co/google/electra-base-discriminator/resolve/main/config.json"""
      ),
      """google/electra-large-discriminator""": (
          """https://huggingface.co/google/electra-large-discriminator/resolve/main/config.json"""
      ),
  }
  
  
  
  class 		_snake_case      (			lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			'''electra'''
   def __init__(						self	,    a=3_0_5_2_2	,    a=1_2_8	,    a=2_5_6	,    a=1_2	,    a=4	,    a=1_0_2_4	,    a="gelu"	,    a=0.1	,    a=0.1	,    a=5_1_2	,    a=2	,    a=0.02	,    a=1e-12	,    a="first"	,    a=True	,    a="gelu"	,    a=0.1	,    a=0	,    a="absolute"	,    a=True	,    a=None	,    **a	,    )	->							Union[str, Any]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     super().__init__(pad_token_id=a	,    **a					)
  
     _A           =    vocab_size
     _A           =    embedding_size
     _A           =    hidden_size
     _A           =    num_hidden_layers
     _A           =    num_attention_heads
     _A           =    intermediate_size
     _A           =    hidden_act
     _A           =    hidden_dropout_prob
     _A           =    attention_probs_dropout_prob
     _A           =    max_position_embeddings
     _A           =    type_vocab_size
     _A           =    initializer_range
     _A           =    layer_norm_eps
  
     _A           =    summary_type
     _A           =    summary_use_proj
     _A           =    summary_activation
     _A           =    summary_last_dropout
     _A           =    position_embedding_type
     _A           =    use_cache
     _A           =    classifier_dropout
  
  
  
  
  
  
  
  class 		_snake_case      (			lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   @property
   def lowercase_		(						self					)	->							Mapping[str, Mapping[int, str]]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     if self.task == "multiple-choice":
       _A           =    {0: '''batch''', 1: '''choice''', 2: '''sequence'''}
     else:
       _A           =    {0: '''batch''', 1: '''sequence'''}
     return OrderedDict(
         [
             ('''input_ids''', dynamic_axis),
             ('''attention_mask''', dynamic_axis),
             ('''token_type_ids''', dynamic_axis),
         ]					)
style_context: 
  
  
  
  from ..utils import DummyObject, requires_backends
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Optional[int]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							str:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							List[Any]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Any:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							List[Any]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							int:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Tuple:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							int:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Tuple:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Union[str, Any]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Tuple:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Optional[Any]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							str:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Dict:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Tuple:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Optional[Any]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Optional[int]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							List[str]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							List[Any]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							List[Any]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Dict:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							List[str]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							List[Any]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Any:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							List[str]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Any:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							List[Any]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Optional[Any]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							str:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							str:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Tuple:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							int:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Union[str, Any]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							List[str]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Tuple:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							List[str]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Union[str, Any]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							int:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Tuple:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Union[str, Any]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							int:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Tuple:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Optional[int]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Union[str, Any]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							str:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Optional[int]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							List[Any]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							int:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							str:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Dict:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Union[str, Any]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Optional[int]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Optional[Any]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Union[str, Any]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							int:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Any:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							int:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Any:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)