'''simple docstring'''




import warnings

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


_lowercase		:				List[str]	       =		logging.get_logger(__name__)

_lowercase		:				Any	       =		{
    """RUCAIBox/mvp""": """https://huggingface.co/RUCAIBox/mvp/resolve/main/config.json""",
}





class 					__magic_name__		(					SCREAMING_SNAKE_CASE__):
   UpperCamelCase__       = '''mvp'''
   UpperCamelCase__       = ['''past_key_values''']
   UpperCamelCase__       = {'''num_attention_heads''': '''encoder_attention_heads''', '''hidden_size''': '''d_model'''}







   def __init__(			self       :						int       ,    lowercase_       :						Any=50267       ,    lowercase_       :						Optional[Any]=1024       ,    lowercase_       :						Optional[Any]=12       ,    lowercase_       :						List[Any]=4096       ,    lowercase_       :						Dict=16       ,    lowercase_       :						List[Any]=12       ,    lowercase_       :						List[str]=4096       ,    lowercase_       :						str=16       ,    lowercase_       :						str=0.0       ,    lowercase_       :						Optional[int]=0.0       ,    lowercase_       :						Union[str, Any]="gelu"       ,    lowercase_       :						List[str]=1024       ,    lowercase_       :						Optional[Any]=0.1       ,    lowercase_       :						List[Any]=0.0       ,    lowercase_       :						str=0.0       ,    lowercase_       :						Union[str, Any]=0.02       ,    lowercase_       :						Optional[int]=0.0       ,    lowercase_       :						Any=False       ,    lowercase_       :						List[Any]=True       ,    lowercase_       :						List[Any]=1       ,    lowercase_       :						Tuple=0       ,    lowercase_       :						List[str]=2       ,    lowercase_       :						str=True       ,    lowercase_       :						Union[str, Any]=2       ,    lowercase_       :						str=2       ,    lowercase_       :						Any=False       ,    lowercase_       :						List[str]=100       ,    lowercase_       :						Tuple=800       ,    **lowercase_       :						Optional[Any]       ,    ):
          lowercase_      :    Union[str, Any]       		= vocab_size
          lowercase_      :    List[str]       		= max_position_embeddings
          lowercase_      :    Dict       		= d_model
          lowercase_      :    List[str]       		= encoder_ffn_dim
          lowercase_      :    Dict       		= encoder_layers
          lowercase_      :    Union[str, Any]       		= encoder_attention_heads
          lowercase_      :    Any       		= decoder_ffn_dim
          lowercase_      :    Union[str, Any]       		= decoder_layers
          lowercase_      :    Union[str, Any]       		= decoder_attention_heads
          lowercase_      :    Dict       		= dropout
          lowercase_      :    Tuple       		= attention_dropout
          lowercase_      :    int       		= activation_dropout
          lowercase_      :    str       		= activation_function
          lowercase_      :    str       		= init_std
          lowercase_      :    Any       		= encoder_layerdrop
          lowercase_      :    int       		= decoder_layerdrop
          lowercase_      :    Union[str, Any]       		= classifier_dropout
          lowercase_      :    Optional[int]       		= use_cache
          lowercase_      :    List[str]       		= encoder_layers
          lowercase_      :    List[str]       		= scale_embedding  # scale factor will be sqrt(d_model) if True
          lowercase_      :    str       		= use_prompt
          lowercase_      :    Optional[int]       		= prompt_length
          lowercase_      :    Optional[int]       		= prompt_mid_dim

          super().__init__(
              pad_token_id=snake_case__       ,    bos_token_id=snake_case__       ,    eos_token_id=snake_case__       ,    is_encoder_decoder=snake_case__       ,    decoder_start_token_id=snake_case__       ,    forced_eos_token_id=snake_case__       ,    **snake_case__       ,    )

          if self.forced_bos_token_id is None and kwargs.get("""force_bos_token_to_be_generated"""       ,    snake_case__					):
                 lowercase_      :    Optional[int]       		= self.bos_token_id
                 warnings.warn(
                     f'''Please make sure the config includes `forced_bos_token_id={self.bos_token_id}` in future versions. '''
                     """The config can simply be saved and uploaded again to be fixed."""					)






'''simple docstring'''




from __future__ import annotations




def 							lowerCamelCase			(   UpperCAmelCase__ :      list   ,   UpperCAmelCase__ :      int | None = None   ,   UpperCAmelCase__ :      int | None = None				)    ->   None:
							if start is None:
														lowercase_      :    Any       		= 0

							if end is None:
														lowercase_      :    List[Any]       		= len(UpperCAmelCase__				) - 1

							if start >= end:
														return

							lowercase_      :    Optional[int]       		= (start + end) // 2

							slowsort(UpperCAmelCase__   ,   UpperCAmelCase__   ,   UpperCAmelCase__				)
							slowsort(UpperCAmelCase__   ,   mid + 1   ,   UpperCAmelCase__				)

							if sequence[end] < sequence[mid]:
														lowercase_		,		lowercase_      :    Dict       		= sequence[mid], sequence[end]

							slowsort(UpperCAmelCase__   ,   UpperCAmelCase__   ,   end - 1				)


if __name__ == "__main__":
						from doctest import testmod

						testmod()





