


"""simple docstring"""


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


__lowerCamelCase      :Any	    =		logging.get_logger(__name__)

__lowerCamelCase      :Dict	    =		{
    '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__	(						__lowercase):


     """simple docstring"""
     snake_case__	:					Any													='''rwkv'''
     snake_case__	:					str													={'''max_position_embeddings''': '''context_length'''}

     def __init__(	self:						int     ,		__a:						Optional[int]=50_277     ,		__a:						Optional[int]=1_024     ,		__a:						Dict=4_096     ,		__a:						Dict=32     ,		__a:						Optional[Any]=None     ,		__a:						Dict=None     ,		__a:						int=1e-5     ,		__a:						List[str]=0     ,		__a:						Any=0     ,		__a:						Union[str, Any]=6     ,		__a:						Optional[Any]=False     ,		__a:						Optional[Any]=True     ,		**__a:						List[str]     ,		)->    Union[str, Any]:
           lowerCamelCase					:					int        =	vocab_size
           lowerCamelCase					:					int        =	context_length
           lowerCamelCase					:					List[str]        =	hidden_size
           lowerCamelCase					:					Union[str, Any]        =	num_hidden_layers
           lowerCamelCase					:					Any        =	attention_hidden_size if attention_hidden_size is not None else hidden_size
           lowerCamelCase					:					str        =	intermediate_size if intermediate_size is not None else 4 * hidden_size
           lowerCamelCase					:					List[str]        =	layer_norm_epsilon
           lowerCamelCase					:					Any        =	rescale_every
           lowerCamelCase					:					Optional[int]        =	use_cache

           lowerCamelCase					:					Dict        =	bos_token_id
           lowerCamelCase					:					str        =	eos_token_id

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








"""simple docstring"""


from __future__ import annotations

import math




def   snake_case		(     UpperCamelCase__       :						float			,				UpperCamelCase__       :						int    )   ->      float:
      lowerCamelCase					:					Dict        =	u
      for i in range(1			,				UpperCamelCase__    ):
            lowerCamelCase					:					List[str]        =	temp * (u - i)
      return temp




def   snake_case		(     )   ->      None:
      lowerCamelCase					:					List[Any]        =	int(input("""enter the numbers of values: """    )    )
      lowerCamelCase					:					list[list[float]]        =	[]
      for _ in range(UpperCamelCase__    ):
            y.append([]    )
      for i in range(UpperCamelCase__    ):
            for j in range(UpperCamelCase__    ):
                  y[i].append(UpperCamelCase__    )
                  lowerCamelCase					:					Union[str, Any]        =	0

      print("""enter the values of parameters in a list: """    )
      lowerCamelCase					:					Any        =	list(map(UpperCamelCase__			,				input().split()    )    )

      print("""enter the values of corresponding parameters: """    )
      for i in range(UpperCamelCase__    ):
            lowerCamelCase					:					int        =	float(input()    )

      lowerCamelCase					:					Dict        =	int(input("""enter the value to interpolate: """    )    )
      lowerCamelCase					:					List[Any]        =	(value - x[0]) / (x[1] - x[0])

      # for calculating forward difference table

      for i in range(1			,				UpperCamelCase__    ):
            for j in range(n - i    ):
                  lowerCamelCase					:					str        =	y[j + 1][i - 1] - y[j][i - 1]

      lowerCamelCase					:					Any        =	y[0][0]
      for i in range(1			,				UpperCamelCase__    ):
            summ += (ucal(UpperCamelCase__			,				UpperCamelCase__    ) * y[0][i]) / math.factorial(UpperCamelCase__    )

      print(F'the value at {value} is {summ}'    )


if __name__ == "__main__":
    main()




