






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


snake_case__      :	int       	=      logging.get_logger(__name__)

snake_case__      :	Union[str, Any]       	=      {
    """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 						_a       (  UpperCAmelCase__    ):






  """simple docstring"""





  A_						=   """rwkv"""
  A_						=   {"""max_position_embeddings""": """context_length"""}




  def __init__(     self		,		_UpperCAmelCase=50277		,		_UpperCAmelCase=1024		,		_UpperCAmelCase=4096		,		_UpperCAmelCase=32		,		_UpperCAmelCase=None		,		_UpperCAmelCase=None		,		_UpperCAmelCase=1e-5		,		_UpperCAmelCase=0		,		_UpperCAmelCase=0		,		_UpperCAmelCase=6		,		_UpperCAmelCase=False		,		_UpperCAmelCase=True		,		**_UpperCAmelCase		,		)			-> Optional[Any]:
     UpperCamelCase_									=     vocab_size
     UpperCamelCase_									=     context_length
     UpperCamelCase_									=     hidden_size
     UpperCamelCase_									=     num_hidden_layers
     UpperCamelCase_									=     attention_hidden_size if attention_hidden_size is not None else hidden_size
     UpperCamelCase_									=     intermediate_size if intermediate_size is not None else 4 * hidden_size
     UpperCamelCase_									=     layer_norm_epsilon
     UpperCamelCase_									=     rescale_every
     UpperCamelCase_									=     use_cache

     UpperCamelCase_									=     bos_token_id
     UpperCamelCase_									=     eos_token_id

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













def     _snake_case    (__lowercase    ,      __lowercase    ,      __lowercase):
   return not any(
       neighbour == 1 and colored_vertices[i] == color
       for i, neighbour in enumerate(__lowercase))






def     _snake_case    (__lowercase    ,      __lowercase    ,      __lowercase    ,      __lowercase):

   # Base Case
   if index == len(__lowercase):
      return True

   # Recursive Step
   for i in range(__lowercase):
      if valid_coloring(graph[index]    ,      __lowercase    ,      __lowercase):
         # Color current vertex
         UpperCamelCase_									=     i
         # Validate coloring
         if util_color(__lowercase    ,      __lowercase    ,      __lowercase    ,      index + 1):
            return True
         # Backtrack
         UpperCamelCase_									=     -1
   return False






def     _snake_case    (__lowercase    ,      __lowercase):
   UpperCamelCase_									=     [-1] * len(__lowercase)

   if util_color(__lowercase    ,      __lowercase    ,      __lowercase    ,      0):
      return colored_vertices

   return []





