






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


__magic_name__   :  Optional[int]        =							logging.get_logger(__name__)

__magic_name__   :  List[Any]        =							{
    '''abeja/gpt-neox-japanese-2.7b''': '''https://huggingface.co/abeja/gpt-neox-japanese-2.7b/resolve/main/config.json''',
}





class 					A__     (     __snake_case ):

     '''simple docstring'''






     snake_case__					=					"""gpt_neox_japanese"""







     def __init__( self      :    Any   ,						_SCREAMING_SNAKE_CASE      :    str=3_2000   ,						_SCREAMING_SNAKE_CASE      :    Union[str, Any]=2560   ,						_SCREAMING_SNAKE_CASE      :    Optional[int]=32   ,						_SCREAMING_SNAKE_CASE      :    Dict=32   ,						_SCREAMING_SNAKE_CASE      :    int=4   ,						_SCREAMING_SNAKE_CASE      :    str="gelu"   ,						_SCREAMING_SNAKE_CASE      :    Optional[Any]=1.0_0   ,						_SCREAMING_SNAKE_CASE      :    Tuple=1_0000   ,						_SCREAMING_SNAKE_CASE      :    str=2048   ,						_SCREAMING_SNAKE_CASE      :    Optional[Any]=0.0_2   ,						_SCREAMING_SNAKE_CASE      :    Union[str, Any]=1E-5   ,						_SCREAMING_SNAKE_CASE      :    List[Any]=True   ,						_SCREAMING_SNAKE_CASE      :    Optional[int]=3_1996   ,						_SCREAMING_SNAKE_CASE      :    Any=3_1999   ,						_SCREAMING_SNAKE_CASE      :    int=0.1   ,						_SCREAMING_SNAKE_CASE      :    List[Any]=0.0   ,						**_SCREAMING_SNAKE_CASE      :    Dict   ,						):






           """simple docstring"""




           super().__init__(bos_token_id=_SCREAMING_SNAKE_CASE   ,						eos_token_id=_SCREAMING_SNAKE_CASE   ,						**_SCREAMING_SNAKE_CASE )
           UpperCamelCase					       =  vocab_size
           UpperCamelCase					       =  max_position_embeddings
           UpperCamelCase					       =  hidden_size
           UpperCamelCase					       =  num_hidden_layers
           UpperCamelCase					       =  num_attention_heads
           UpperCamelCase					       =  intermediate_multiple_size
           UpperCamelCase					       =  hidden_act
           UpperCamelCase					       =  rotary_pct
           UpperCamelCase					       =  rotary_emb_base
           UpperCamelCase					       =  initializer_range
           UpperCamelCase					       =  layer_norm_eps
           UpperCamelCase					       =  use_cache
           UpperCamelCase					       =  attention_dropout
           UpperCamelCase					       =  hidden_dropout











__magic_name__   :  Optional[Any]        =							0  # The first color of the flag.
__magic_name__   :  List[str]        =							1  # The second color of the flag.
__magic_name__   :  Dict        =							2  # The third color of the flag.
__magic_name__   :  Union[str, Any]        =							(red, white, blue)
def 		lowercase__  (				_UpperCamelCase) ->			list:
      """simple docstring"""

      if not sequence:
            return []
      if len(_UpperCamelCase) == 1:
            return list(_UpperCamelCase)
      UpperCamelCase					       =  0
      UpperCamelCase					       =  len(_UpperCamelCase) - 1
      UpperCamelCase					       =  0
      while mid <= high:
            if sequence[mid] == colors[0]:
                  UpperCamelCase       ,  UpperCamelCase					       =  sequence[mid], sequence[low]
                  low += 1
                  mid += 1
            elif sequence[mid] == colors[1]:
                  mid += 1
            elif sequence[mid] == colors[2]:
                  UpperCamelCase       ,  UpperCamelCase					       =  sequence[high], sequence[mid]
                  high -= 1
            else:
                  UpperCamelCase					       =  F'The elements inside the sequence must contains only {colors} values'
                  raise ValueError(_UpperCamelCase)
      return sequence


if __name__ == "__main__":
       import doctest

       doctest.testmod()

       __magic_name__   :  str        =							input('''Enter numbers separated by commas:\n''').strip()
       __magic_name__   :  Union[str, Any]        =							[int(item.strip()) for item in user_input.split(''',''')]
       print(F'{dutch_national_flag_sort(unsorted)}')



