

'''simple docstring'''





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 		__SCREAMING_SNAKE_CASE       ( lowercase__			):
				lowerCamelCase_							=						'rwkv'
				lowerCamelCase_							=						{'max_position_embeddings': 'context_length'}







				def __init__(					self    :		List[str]		,				UpperCAmelCase__    :		Tuple=50277		,				UpperCAmelCase__    :		Dict=1024		,				UpperCAmelCase__    :		Tuple=4096		,				UpperCAmelCase__    :		Dict=32		,				UpperCAmelCase__    :		Optional[Any]=None		,				UpperCAmelCase__    :		Dict=None		,				UpperCAmelCase__    :		int=1E-5		,				UpperCAmelCase__    :		str=0		,				UpperCAmelCase__    :		Union[str, Any]=0		,				UpperCAmelCase__    :		Dict=6		,				UpperCAmelCase__    :		Dict=False		,				UpperCAmelCase__    :		Any=True		,				**UpperCAmelCase__    :		str		,				):
										'''simple docstring'''
										lowercase   :       Optional[int]								=vocab_size
										lowercase   :       Optional[int]								=context_length
										lowercase   :       str								=hidden_size
										lowercase   :       int								=num_hidden_layers
										lowercase   :       int								=attention_hidden_size if attention_hidden_size is not None else hidden_size
										lowercase   :       Tuple								=intermediate_size if intermediate_size is not None else 4 * hidden_size
										lowercase   :       Optional[Any]								=layer_norm_epsilon
										lowercase   :       Optional[int]								=rescale_every
										lowercase   :       Optional[Any]								=use_cache

										lowercase   :       Optional[int]								=bos_token_id
										lowercase   :       List[Any]								=eos_token_id

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








'''simple docstring'''





def 							_lowerCAmelCase (      __magic_name__	:    int = 1000000	)							->     int:
						lowercase   :       Dict								=set(range(3      ,   __magic_name__      ,   2	)	)
						primes.add(2	)
						for p in range(3      ,   __magic_name__      ,   2	):
												if p not in primes:
																		continue
												primes.difference_update(set(range(p * p      ,   __magic_name__      ,   __magic_name__	)	)	)

						lowercase   :       List[Any]								=[float(__magic_name__	) for n in range(limit + 1	)]

						for p in primes:
												for n in range(__magic_name__      ,   limit + 1      ,   __magic_name__	):
																		phi[n] *= 1 - 1 / p

						return int(sum(phi[2:]	)	)


if __name__ == "__main__":
							print(f'''{solution() = }''')





