


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


SCREAMING_SNAKE_CASE__     					=			logging.get_logger(__name__)

SCREAMING_SNAKE_CASE__     					=			{
    "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 						_UpperCAmelCase      (     lowercase							):
		lowerCamelCase_	:			Any       			=  """rwkv"""
		lowerCamelCase_	:			Dict       			=  {"""max_position_embeddings""": """context_length"""}






		def __init__(						self				:     Optional[Any]   ,  UpperCAmelCase				:     Union[str, Any]=5_02_77   ,  UpperCAmelCase				:     List[str]=10_24   ,  UpperCAmelCase				:     Optional[int]=40_96   ,  UpperCAmelCase				:     List[Any]=32   ,  UpperCAmelCase				:     int=None   ,  UpperCAmelCase				:     Union[str, Any]=None   ,  UpperCAmelCase				:     int=1E-5   ,  UpperCAmelCase				:     Any=0   ,  UpperCAmelCase				:     Any=0   ,  UpperCAmelCase				:     Optional[Any]=6   ,  UpperCAmelCase				:     str=False   ,  UpperCAmelCase				:     List[Any]=True   ,  **UpperCAmelCase				:     Any   ,  ):
				SCREAMING_SNAKE_CASE_				:int				     =						vocab_size
				SCREAMING_SNAKE_CASE_				:List[Any]				     =						context_length
				SCREAMING_SNAKE_CASE_				:int				     =						hidden_size
				SCREAMING_SNAKE_CASE_				:Optional[Any]				     =						num_hidden_layers
				SCREAMING_SNAKE_CASE_				:Dict				     =						attention_hidden_size if attention_hidden_size is not None else hidden_size
				SCREAMING_SNAKE_CASE_				:List[Any]				     =						intermediate_size if intermediate_size is not None else 4 * hidden_size
				SCREAMING_SNAKE_CASE_				:str				     =						layer_norm_epsilon
				SCREAMING_SNAKE_CASE_				:str				     =						rescale_every
				SCREAMING_SNAKE_CASE_				:Optional[Any]				     =						use_cache

				SCREAMING_SNAKE_CASE_				:List[str]				     =						bos_token_id
				SCREAMING_SNAKE_CASE_				:Optional[Any]				     =						eos_token_id

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










from __future__ import annotations

import math


def     lowercase	(    a     , a ):



		'''simple docstring'''




		SCREAMING_SNAKE_CASE_				:List[Any]				     =						u
		for i in range(1     , a ):
				SCREAMING_SNAKE_CASE_				:Union[str, Any]				     =						temp * (u - i)
		return temp


def     lowercase	(    ):



		'''simple docstring'''




		SCREAMING_SNAKE_CASE_				:int				     =						int(input("enter the numbers of values: " ) )
		SCREAMING_SNAKE_CASE_				:list[list[float]]				     =						[]
		for _ in range(a ):
				y.append([] )
		for i in range(a ):
				for j in range(a ):
						y[i].append(a )
						SCREAMING_SNAKE_CASE_				:Any				     =						0

		print("enter the values of parameters in a list: " )
		SCREAMING_SNAKE_CASE_				:Dict				     =						list(map(a     , input().split() ) )

		print("enter the values of corresponding parameters: " )
		for i in range(a ):
				SCREAMING_SNAKE_CASE_				:List[Any]				     =						float(input() )

		SCREAMING_SNAKE_CASE_				:Optional[Any]				     =						int(input("enter the value to interpolate: " ) )
		SCREAMING_SNAKE_CASE_				:str				     =						(value - x[0]) / (x[1] - x[0])

		# for calculating forward difference table

		for i in range(1     , a ):
				for j in range(n - i ):
						SCREAMING_SNAKE_CASE_				:List[str]				     =						y[j + 1][i - 1] - y[j][i - 1]

		SCREAMING_SNAKE_CASE_				:Tuple				     =						y[0][0]
		for i in range(1     , a ):
				summ += (ucal(a     , a ) * y[0][i]) / math.factorial(a )

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


if __name__ == "__main__":
		main()






