




"""simple docstring"""

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


_lowerCamelCase	:      Optional[int]   =							logging.get_logger(__name__)

_lowerCamelCase	:      Any   =							{
    'uw-madison/yoso-4096': 'https://huggingface.co/uw-madison/yoso-4096/resolve/main/config.json',
    # See all YOSO models at https://huggingface.co/models?filter=yoso
}

class 							lowercase   (     __UpperCAmelCase):
				__lowerCAmelCase     :     Optional[Any]								= """yoso"""







				def __init__(				self :       str   ,  _lowerCamelCase :       List[Any]=5_02_65   ,  _lowerCamelCase :       int=7_68   ,  _lowerCamelCase :       Optional[Any]=12   ,  _lowerCamelCase :       Optional[int]=12   ,  _lowerCamelCase :       List[Any]=30_72   ,  _lowerCamelCase :       Optional[Any]="gelu"   ,  _lowerCamelCase :       str=0.1   ,  _lowerCamelCase :       Dict=0.1   ,  _lowerCamelCase :       Dict=40_96   ,  _lowerCamelCase :       List[str]=1   ,  _lowerCamelCase :       str=0.02   ,  _lowerCamelCase :       List[Any]=1E-12   ,  _lowerCamelCase :       Union[str, Any]="absolute"   ,  _lowerCamelCase :       List[str]=True   ,  _lowerCamelCase :       Union[str, Any]=9   ,  _lowerCamelCase :       Optional[Any]=64   ,  _lowerCamelCase :       Dict=None   ,  _lowerCamelCase :       List[Any]=True   ,  _lowerCamelCase :       List[Any]=True   ,  _lowerCamelCase :       str=1   ,  _lowerCamelCase :       Optional[Any]=0   ,  _lowerCamelCase :       str=2   ,  **_lowerCamelCase :       Optional[Any]   ,  ):



					"""simple docstring"""

					super().__init__(pad_token_id=_lowerCamelCase   ,  bos_token_id=_lowerCamelCase   ,  eos_token_id=_lowerCamelCase   ,  **_lowerCamelCase							)

					A_	:					int						 =		vocab_size
					A_	:					Dict						 =		max_position_embeddings
					A_	:					List[str]						 =		hidden_size
					A_	:					List[Any]						 =		num_hidden_layers
					A_	:					Any						 =		num_attention_heads
					A_	:					List[str]						 =		intermediate_size
					A_	:					int						 =		hidden_act
					A_	:					Tuple						 =		hidden_dropout_prob
					A_	:					List[str]						 =		attention_probs_dropout_prob
					A_	:					Union[str, Any]						 =		initializer_range
					A_	:					Tuple						 =		type_vocab_size
					A_	:					Union[str, Any]						 =		layer_norm_eps
					A_	:					Tuple						 =		position_embedding_type
					A_	:					Tuple						 =		use_expectation
					A_	:					Optional[Any]						 =		hash_code_len
					A_	:					List[str]						 =		num_hash
					A_	:					Optional[int]						 =		conv_window
					A_	:					List[Any]						 =		use_fast_hash
					A_	:					Optional[int]						 =		lsh_backward











"""simple docstring"""

def 		lowercase_   (		_UpperCAmelCase	,   _UpperCAmelCase						):




	"""simple docstring"""






	return a + b


if __name__ == "__main__":
		_lowerCamelCase	:      Tuple   =							5
		_lowerCamelCase	:      Union[str, Any]   =							6
		print(f'The sum of {a} + {b} is {add(a, b)}')





