


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


A :	Dict												=     logging.get_logger(__name__)

A :	Tuple												=     {
    """facebook/opt-125m""": """https://huggingface.co/facebook/opt-125m/blob/main/config.json""",
    """facebook/opt-350m""": """https://huggingface.co/facebook/opt-350m/blob/main/config.json""",
    """facebook/opt-1.3b""": """https://huggingface.co/facebook/opt-1.3b/blob/main/config.json""",
    """facebook/opt-2.7b""": """https://huggingface.co/facebook/opt-2.7b/blob/main/config.json""",
    """facebook/opt-6.7b""": """https://huggingface.co/facebook/opt-6.7b/blob/main/config.json""",
    """facebook/opt-13b""": """https://huggingface.co/facebook/opt-13b/blob/main/config.json""",
}



class 							A					( __lowerCamelCase							):
     '''simple docstring'''






     A__    =				'''opt'''
     A__    =				['''past_key_values''']

     def __init__(self					:		Dict   ,      _UpperCAmelCase					:		Dict=5_0272   ,      _UpperCAmelCase					:		Dict=768   ,      _UpperCAmelCase					:		List[str]=12   ,      _UpperCAmelCase					:		List[str]=3072   ,      _UpperCAmelCase					:		Optional[int]=2048   ,      _UpperCAmelCase					:		int=True   ,      _UpperCAmelCase					:		Optional[Any]=False   ,      _UpperCAmelCase					:		int=None   ,      _UpperCAmelCase					:		Optional[Any]=0.1   ,      _UpperCAmelCase					:		Any=0.0   ,      _UpperCAmelCase					:		Optional[Any]=12   ,      _UpperCAmelCase					:		Any="relu"   ,      _UpperCAmelCase					:		List[Any]=0.0   ,      _UpperCAmelCase					:		List[str]=0.02   ,      _UpperCAmelCase					:		Dict=True   ,      _UpperCAmelCase					:		Dict=1   ,      _UpperCAmelCase					:		Union[str, Any]=2   ,      _UpperCAmelCase					:		List[str]=2   ,      _UpperCAmelCase					:		Tuple=True   ,      _UpperCAmelCase					:		str=True   ,      **_UpperCAmelCase					:		str   ,      )		->     Tuple:




       """simple docstring"""


       super().__init__(
           pad_token_id=_lowerCAmelCase   ,      bos_token_id=_lowerCAmelCase   ,      eos_token_id=_lowerCAmelCase   ,      **_lowerCAmelCase   ,      )
       lowercase__      =	vocab_size
       lowercase__      =	max_position_embeddings
       lowercase__      =	num_attention_heads
       lowercase__      =	word_embed_proj_dim if word_embed_proj_dim is not None else hidden_size
       lowercase__      =	ffn_dim
       lowercase__      =	hidden_size
       lowercase__      =	num_hidden_layers
       lowercase__      =	dropout
       lowercase__      =	attention_dropout
       lowercase__      =	activation_function
       lowercase__      =	init_std
       lowercase__      =	layerdrop
       lowercase__      =	use_cache
       lowercase__      =	do_layer_norm_before
       # We keep these variables at `True` for backward compatibility.
       lowercase__      =	enable_bias
       lowercase__      =	layer_norm_elementwise_affine

       # Note that the only purpose of `_remove_final_layer_norm` is to keep backward compatibility
       # with checkpoints that have been fine-tuned before transformers v4.20.1
       # see https://github.com/facebookresearch/metaseq/pull/164
       lowercase__      =	_remove_final_layer_norm





from __future__ import annotations






def 				UpperCamelCase      (			__magic_name__  :							list[list[int]]					,					__magic_name__  :							list[list[int]]  )     ->						list[int]:
		"""simple docstring"""




		assert len(__magic_name__  ) == len(__magic_name__  )

		lowercase__      =	len(__magic_name__  )
		lowercase__      =	list(range(__magic_name__  )  )
		lowercase__      =	[-1] * n  # who the donor has donated to
		lowercase__      =	[-1] * n  # who the recipient has received from
		lowercase__      =	[0] * n

		while unmatched_donors:
				lowercase__      =	unmatched_donors[0]
				lowercase__      =	donor_pref[donor]
				lowercase__      =	donor_preference[num_donations[donor]]
				num_donations[donor] += 1
				lowercase__      =	recipient_pref[recipient]
				lowercase__      =	rec_record[recipient]

				if prev_donor != -1:
						if rec_preference.index(__magic_name__  ) > rec_preference.index(__magic_name__  ):
								lowercase__      =	donor
								lowercase__      =	recipient
								unmatched_donors.append(__magic_name__  )
								unmatched_donors.remove(__magic_name__  )
				else:
						lowercase__      =	donor
						lowercase__      =	recipient
						unmatched_donors.remove(__magic_name__  )
		return donor_record

