




'''simple docstring'''







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


_lowerCamelCase							:		List[str]										=						logging.get_logger(__name__)

_lowerCamelCase							:		Optional[int]										=						{
    '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   lowerCamelCase_							( UpperCAmelCase_							):




					'''simple docstring'''






					lowercase__					=				"""opt"""
					lowercase__					=				["""past_key_values"""]






					def __init__(					self,						__UpperCamelCase=50_272,						__UpperCamelCase=768,						__UpperCamelCase=12,						__UpperCamelCase=3_072,						__UpperCamelCase=2_048,						__UpperCamelCase=True,						__UpperCamelCase=False,						__UpperCamelCase=None,						__UpperCamelCase=0.1,						__UpperCamelCase=0.0,						__UpperCamelCase=12,						__UpperCamelCase="relu",						__UpperCamelCase=0.0,						__UpperCamelCase=0.02,						__UpperCamelCase=True,						__UpperCamelCase=1,						__UpperCamelCase=2,						__UpperCamelCase=2,						__UpperCamelCase=True,						__UpperCamelCase=True,						**__UpperCamelCase,						):
							super().__init__(
							    pad_token_id=__UpperCamelCase,						bos_token_id=__UpperCamelCase,						eos_token_id=__UpperCamelCase,						**__UpperCamelCase,						)
							_snake_case			 = vocab_size
							_snake_case			 = max_position_embeddings
							_snake_case			 = num_attention_heads
							_snake_case			 = word_embed_proj_dim if word_embed_proj_dim is not None else hidden_size
							_snake_case			 = ffn_dim
							_snake_case			 = hidden_size
							_snake_case			 = num_hidden_layers
							_snake_case			 = dropout
							_snake_case			 = attention_dropout
							_snake_case			 = activation_function
							_snake_case			 = init_std
							_snake_case			 = layerdrop
							_snake_case			 = use_cache
							_snake_case			 = do_layer_norm_before
							# We keep these variables at `True` for backward compatibility.
							_snake_case			 = enable_bias
							_snake_case			 = 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
							_snake_case			 = _remove_final_layer_norm











'''simple docstring'''







from __future__ import annotations

from collections.abc import Iterable, Iterator
from typing import Any, Generic, TypeVar

_lowerCamelCase							:		List[str]										=						TypeVar('T', bound=bool)





class   lowerCamelCase_							( Generic[T]							):




					'''simple docstring'''






					def __init__(					self,						__UpperCamelCase				):
							_snake_case			 = value
							_snake_case			 = None
							_snake_case			 = None






					@property
					def        __SCREAMING_SNAKE_CASE			(					self				):
							return self._value






					@staticmethod
					def        __SCREAMING_SNAKE_CASE			(					__UpperCamelCase,						__UpperCamelCase				):
							if not roota:
									return roota

							if not roota:
									return roota

							if roota.value > roota.value:
									_snake_case ,					_snake_case			 = roota, roota

							_snake_case			 = roota
							_snake_case			 = roota.right
							_snake_case			 = roota.left
							_snake_case			 = SkewNode.merge(__UpperCamelCase,						__UpperCamelCase				)

							return result





class   lowerCamelCase_							( Generic[T]							):




					'''simple docstring'''






					def __init__(					self,						__UpperCamelCase = ()				):
							_snake_case			 = None
							if data:
									for item in data:
											self.insert(__UpperCamelCase				)






					def __bool__(					self				):
							return self._root is not None






					def __iter__(					self				):
							_snake_case			 = []
							while self:
									result.append(self.pop()				)

							# Pushing items back to the heap not to clear it.
							for item in result:
									self.insert(__UpperCamelCase				)

							return iter(__UpperCamelCase				)






					def        __SCREAMING_SNAKE_CASE			(					self,						__UpperCamelCase				):
							_snake_case			 = SkewNode.merge(self._root,						SkewNode(__UpperCamelCase				)				)






					def        __SCREAMING_SNAKE_CASE			(					self				):
							_snake_case			 = self.top()
							_snake_case			 = (
							    SkewNode.merge(self._root.left,						self._root.right				) if self._root else None
							)

							return result






					def        __SCREAMING_SNAKE_CASE			(					self				):
							if not self._root:
									raise IndexError("Can't get top element for the empty heap."				)
							return self._root.value






					def        __SCREAMING_SNAKE_CASE			(					self				):
							_snake_case			 = None


if __name__ == "__main__":
						import doctest

						doctest.testmod()





