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


__A				=logging.get_logger(__name__)

__A				={
    '''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     (      snake_case_						):
	lowerCAmelCase__         = 'rwkv'
	lowerCAmelCase__         = {'max_position_embeddings': 'context_length'}



	def __init__(    self						,  lowercase=50277						,  lowercase=1024						,  lowercase=4096						,  lowercase=32						,  lowercase=None						,  lowercase=None						,  lowercase=1e-5						,  lowercase=0						,  lowercase=0						,  lowercase=6						,  lowercase=False						,  lowercase=True						,  **lowercase						,  )				->       Tuple:
					lowerCamelCase_						=			vocab_size
					lowerCamelCase_						=			context_length
					lowerCamelCase_						=			hidden_size
					lowerCamelCase_						=			num_hidden_layers
					lowerCamelCase_						=			attention_hidden_size if attention_hidden_size is not None else hidden_size
					lowerCamelCase_						=			intermediate_size if intermediate_size is not None else 4 * hidden_size
					lowerCamelCase_						=			layer_norm_epsilon
					lowerCamelCase_						=			rescale_every
					lowerCamelCase_						=			use_cache

					lowerCamelCase_						=			bos_token_id
					lowerCamelCase_						=			eos_token_id

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



import operator

def 			lowercase_				(			_lowerCamelCase							:       list		,	_lowerCamelCase							:       bool = False		,	_lowerCamelCase							:       list | None = None):
    lowercase__ :   int    					=				operator.lt if reverse else operator.gt
    lowercase__ :   str    					=				solution or []

    if not arr:
        return solution

    lowercase__ :   List[str]    					=				[arr.pop(0)]
    for i, item in enumerate(_lowerCamelCase):
        if _operator(_lowerCamelCase		,	sublist[-1]):
            sublist.append(_lowerCamelCase)
            arr.pop(_lowerCamelCase)

    #  merging sublist into solution list
    if not solution:
        solution.extend(_lowerCamelCase)
    else:
        while sublist:
            lowercase__ :   str    					=				sublist.pop(0)
            for i, xx in enumerate(_lowerCamelCase):
                if not _operator(_lowerCamelCase		,	_lowerCamelCase):
                    solution.insert(_lowerCamelCase		,	_lowerCamelCase)
                    break
            else:
                solution.append(_lowerCamelCase)

    strand_sort(_lowerCamelCase		,	_lowerCamelCase		,	_lowerCamelCase)
    return solution


if __name__ == "__main__":
      assert strand_sort([4, 3, 5, 1, 2]) == [1, 2, 3, 4, 5]
      assert strand_sort([4, 3, 5, 1, 2], reverse=True) == [5, 4, 3, 2, 1]



