



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_					( a):
							lowerCamelCase__         =	'rwkv'
							lowerCamelCase__         =	{'max_position_embeddings': 'context_length'}







							def __init__(     self,    __a=5_0277,    __a=1024,    __a=4096,    __a=32,    __a=None,    __a=None,    __a=1E-5,    __a=0,    __a=0,    __a=6,    __a=False,    __a=True,    **__a,    ):

														'''simple docstring'''

														_lowerCAmelCase  :							List[Any]				     =					vocab_size
														_lowerCAmelCase  :							Optional[Any]				     =					context_length
														_lowerCAmelCase  :							Tuple				     =					hidden_size
														_lowerCAmelCase  :							Dict				     =					num_hidden_layers
														_lowerCAmelCase  :							Optional[Any]				     =					attention_hidden_size if attention_hidden_size is not None else hidden_size
														_lowerCAmelCase  :							Dict				     =					intermediate_size if intermediate_size is not None else 4 * hidden_size
														_lowerCAmelCase  :							Any				     =					layer_norm_epsilon
														_lowerCAmelCase  :							Tuple				     =					rescale_every
														_lowerCAmelCase  :							Union[str, Any]				     =					use_cache

														_lowerCAmelCase  :							Optional[int]				     =					bos_token_id
														_lowerCAmelCase  :							Tuple				     =					eos_token_id

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





def        A       (      _lowerCamelCase						):





							'''simple docstring'''




							_lowerCAmelCase  :							int				     =					len(_lowerCamelCase						)
							for i in range(1       ,				_lowerCamelCase						):
														_lowerCAmelCase  :							List[Any]				     =					collection[i]
														_lowerCAmelCase  :							str				     =					0
														_lowerCAmelCase  :							Union[str, Any]				     =					i - 1

														while low <= high:
																					_lowerCAmelCase  :							List[str]				     =					(low + high) // 2
																					if val < collection[mid]:
																												_lowerCAmelCase  :							Optional[int]				     =					mid - 1
																					else:
																												_lowerCAmelCase  :							List[str]				     =					mid + 1
														for j in range(_lowerCamelCase       ,				_lowerCamelCase       ,				-1						):
																					_lowerCAmelCase  :							int				     =					collection[j - 1]
														_lowerCAmelCase  :							Optional[int]				     =					val
							return collection


if __name__ == "__main__":
						_snake_case	=						input("Enter numbers separated by a comma:\n").strip()
						_snake_case	=						[int(item) for item in user_input.split(",")]
						print(binary_insertion_sort(unsorted))
