


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


__snake_case            =   logging.get_logger(__name__)

__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					(       __snake_case    ):
			lowercase						= """rwkv"""
			lowercase						= {"""max_position_embeddings""": """context_length"""}




			def __init__(						self							:		Union[str, Any]       ,       __magic_name__							:		str=5_0_2_7_7       ,       __magic_name__							:		Union[str, Any]=1_0_2_4       ,       __magic_name__							:		Optional[int]=4_0_9_6       ,       __magic_name__							:		Optional[Any]=3_2       ,       __magic_name__							:		Optional[Any]=None       ,       __magic_name__							:		Tuple=None       ,       __magic_name__							:		List[str]=1e-5       ,       __magic_name__							:		List[str]=0       ,       __magic_name__							:		str=0       ,       __magic_name__							:		str=6       ,       __magic_name__							:		Tuple=False       ,       __magic_name__							:		str=True       ,       **__magic_name__							:		List[Any]       ,       ):







						"""simple docstring"""







						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=__magic_name__       ,       bos_token_id=__magic_name__       ,       eos_token_id=__magic_name__       ,       **__magic_name__						)








def 							_lowercase    (		SCREAMING_SNAKE_CASE_   :		str	):





			"""simple docstring"""




			return [
			    txt[:a] + txt[a].upper() + txt[a + 1 :]
			    for a in range(len(SCREAMING_SNAKE_CASE_	)	)
			    if txt[a].isalpha()
			]


if __name__ == "__main__":
			__import__("doctest").testmod()




