


import inspect
import warnings
from typing import Any, Dict, Optional, Union

from packaging import version
def     __lowerCamelCase						(			*UpperCAmelCase_						:		str			,  UpperCAmelCase_						:		Optional[Union[Dict, Any]] = None			,  UpperCAmelCase_						:		List[str]=True			,  UpperCAmelCase_						:		List[str]=2						):




      """simple docstring"""





      from .. import __version__

      a						:Tuple										=	take_from
      a						:str										=	()
      if not isinstance(args[0]			,  UpperCAmelCase_						):
            a						:Dict										=	(args,)

      for attribute, version_name, message in args:
            if version.parse(version.parse(UpperCAmelCase_						).base_version						) >= version.parse(UpperCAmelCase_						):
                  raise ValueError(
                      F'''The deprecation tuple {(attribute, version_name, message)} should be removed since diffusers\''''
                      F''' version {__version__} is >= {version_name}'''						)

            a						:Tuple										=	None
            if isinstance(UpperCAmelCase_			,  UpperCAmelCase_						) and attribute in deprecated_kwargs:
                  values += (deprecated_kwargs.pop(UpperCAmelCase_						),)
                  a						:Any										=	F'''The `{attribute}` argument is deprecated and will be removed in version {version_name}.'''
            elif hasattr(UpperCAmelCase_			,  UpperCAmelCase_						):
                  values += (getattr(UpperCAmelCase_			,  UpperCAmelCase_						),)
                  a						:List[Any]										=	F'''The `{attribute}` attribute is deprecated and will be removed in version {version_name}.'''
            elif deprecated_kwargs is None:
                  a						:int										=	F'''`{attribute}` is deprecated and will be removed in version {version_name}.'''

            if warning is not None:
                  a						:Tuple										=	warning + ''' ''' if standard_warn else ''''''
                  warnings.warn(warning + message			,  UpperCAmelCase_			,  stacklevel=UpperCAmelCase_						)

      if isinstance(UpperCAmelCase_			,  UpperCAmelCase_						) and len(UpperCAmelCase_						) > 0:
            a						:Tuple										=	inspect.getouterframes(inspect.currentframe()						)[1]
            a						:Union[str, Any]										=	call_frame.filename
            a						:int										=	call_frame.lineno
            a						:Dict										=	call_frame.function
            a							,    a						:str										=	next(iter(deprecated_kwargs.items()						)						)
            raise TypeError(F'''{function} in {filename} line {line_number-1} got an unexpected keyword argument `{key}`'''						)

      if len(UpperCAmelCase_						) == 0:
            return
      elif len(UpperCAmelCase_						) == 1:
            return values[0]
      return values









from ...configuration_utils import PretrainedConfig







class 		_snake_case  (				_snake_case							):
 SCREAMING_SNAKE_CASE__				=	'bert-generation'




 def __init__(		self ,  _lowerCamelCase=5_0358 ,  _lowerCamelCase=1024 ,  _lowerCamelCase=24 ,  _lowerCamelCase=16 ,  _lowerCamelCase=4096 ,  _lowerCamelCase="gelu" ,  _lowerCamelCase=0.1 ,  _lowerCamelCase=0.1 ,  _lowerCamelCase=512 ,  _lowerCamelCase=0.02 ,  _lowerCamelCase=1e-12 ,  _lowerCamelCase=0 ,  _lowerCamelCase=2 ,  _lowerCamelCase=1 ,  _lowerCamelCase="absolute" ,  _lowerCamelCase=True ,  **_lowerCamelCase ,  ):
       super().__init__(pad_token_id=_lowerCamelCase ,  bos_token_id=_lowerCamelCase ,  eos_token_id=_lowerCamelCase ,  **_lowerCamelCase   )

       a						:Optional[int]										=	vocab_size
       a						:Tuple										=	hidden_size
       a						:Any										=	num_hidden_layers
       a						:Any										=	num_attention_heads
       a						:List[Any]										=	hidden_act
       a						:Tuple										=	intermediate_size
       a						:Any										=	hidden_dropout_prob
       a						:int										=	attention_probs_dropout_prob
       a						:Dict										=	max_position_embeddings
       a						:int										=	initializer_range
       a						:Union[str, Any]										=	layer_norm_eps
       a						:str										=	position_embedding_type
       a						:int										=	use_cache





