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


UpperCAmelCase_			    =							logging.get_logger(__name__)

UpperCAmelCase_			    =							{
    '''RWKV/rwkv-4-169m-pile''': '''https://huggingface.co/RWKV/rwkv-4-169m-pile/resolve/main/config.json''',
    '''RWKV/rwkv-4-430m-pile''': '''https://huggingface.co/RWKV/rwkv-4-430m-pile/resolve/main/config.json''',
    '''RWKV/rwkv-4-1b5-pile''': '''https://huggingface.co/RWKV/rwkv-4-1b5-pile/resolve/main/config.json''',
    '''RWKV/rwkv-4-3b-pile''': '''https://huggingface.co/RWKV/rwkv-4-3b-pile/resolve/main/config.json''',
    '''RWKV/rwkv-4-7b-pile''': '''https://huggingface.co/RWKV/rwkv-4-7b-pile/resolve/main/config.json''',
    '''RWKV/rwkv-4-14b-pile''': '''https://huggingface.co/RWKV/rwkv-4-14b-pile/resolve/main/config.json''',
    '''RWKV/rwkv-raven-1b5''': '''https://huggingface.co/RWKV/rwkv-raven-1b5/resolve/main/config.json''',
    '''RWKV/rwkv-raven-3b''': '''https://huggingface.co/RWKV/rwkv-raven-3b/resolve/main/config.json''',
    '''RWKV/rwkv-raven-7b''': '''https://huggingface.co/RWKV/rwkv-raven-7b/resolve/main/config.json''',
    '''RWKV/rwkv-raven-14b''': '''https://huggingface.co/RWKV/rwkv-raven-14b/resolve/main/config.json''',
}




class  __magic_name__  (		UpperCamelCase__    ):





   """simple docstring"""




   lowerCAmelCase      :    Any  			=   """rwkv"""
   lowerCAmelCase      :    List[Any]  			=   {"""max_position_embeddings""": """context_length"""}



   def __init__(	self					:  Union[str, Any]		,  _lowercase					:  Any=50_277		,  _lowercase					:  List[str]=1_024		,  _lowercase					:  Union[str, Any]=4_096		,  _lowercase					:  List[Any]=32		,  _lowercase					:  Optional[int]=None		,  _lowercase					:  Optional[Any]=None		,  _lowercase					:  Union[str, Any]=1E-5		,  _lowercase					:  int=0		,  _lowercase					:  Dict=0		,  _lowercase					:  Optional[int]=6		,  _lowercase					:  Union[str, Any]=False		,  _lowercase					:  List[Any]=True		,  **_lowercase					:  str		,  ):



    """simple docstring"""



    _UpperCamelCase:     List[str]							= vocab_size
    _UpperCamelCase:     Any							= context_length
    _UpperCamelCase:     Any							= hidden_size
    _UpperCamelCase:     Optional[int]							= num_hidden_layers
    _UpperCamelCase:     Optional[Any]							= attention_hidden_size if attention_hidden_size is not None else hidden_size
    _UpperCamelCase:     List[Any]							= intermediate_size if intermediate_size is not None else 4 * hidden_size
    _UpperCamelCase:     Optional[Any]							= layer_norm_epsilon
    _UpperCamelCase:     Optional[int]							= rescale_every
    _UpperCamelCase:     Tuple							= use_cache

    _UpperCamelCase:     str							= bos_token_id
    _UpperCamelCase:     Optional[Any]							= eos_token_id

    super().__init__(
        tie_word_embeddings=_lowercase		,  bos_token_id=_lowercase		,  eos_token_id=_lowercase		,  **_lowercase							)





from __future__ import annotations




class  __magic_name__  :





   """simple docstring"""




   def __init__(	self					:  Any		,  _lowercase					:  Dict=None							):



    """simple docstring"""



    _UpperCamelCase:     Tuple							= data
    _UpperCamelCase:     int							= None



   def __repr__(	self					:  Dict							):



    """simple docstring"""



    _UpperCamelCase:     int							= []
    _UpperCamelCase:     str							= self
    while temp:
     string_rep.append(f"""{temp.data}"""							)
     _UpperCamelCase:     Optional[Any]							= temp.next
    return "->".join(_lowercase							)




def       lowerCAmelCase_     (		lowercase:							list		)    ->				Optional[int]:







 '''simple docstring'''
 if not elements_list:
  raise Exception('''The Elements List is empty'''		)

 _UpperCamelCase:     Optional[Any]							= Node(elements_list[0]		)
 for i in range(1  ,					len(lowercase		)		):
  _UpperCamelCase:     Union[str, Any]							= Node(elements_list[i]		)
  _UpperCamelCase:     Optional[int]							= current.next
 return head




def       lowerCAmelCase_     (		lowercase:							Node		)    ->				None:







 '''simple docstring'''
 if head_node is not None and isinstance(lowercase  ,					lowercase		):
  print_reverse(head_node.next		)
  print(head_node.data		)




def       lowerCAmelCase_     (		)    ->				Tuple:







 '''simple docstring'''
 from doctest import testmod

 testmod()

 _UpperCamelCase:     Any							= make_linked_list([14, 52, 14, 12, 43]		)
 print('''Linked List:'''		)
 print(lowercase		)
 print('''Elements in Reverse:'''		)
 print_reverse(lowercase		)


if __name__ == "__main__":
  main()