





"""simple docstring"""




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


UpperCamelCase_           =logging.get_logger(__name__)

UpperCamelCase_           ={
    """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				):
				UpperCamelCase								=    '''opt'''
				UpperCamelCase								=    ['''past_key_values''']






				def __init__( self		:    Optional[Any], lowerCAmelCase__		:    Optional[Any]=5_0_2_7_2, lowerCAmelCase__		:    List[str]=7_6_8, lowerCAmelCase__		:    Optional[int]=1_2, lowerCAmelCase__		:    Tuple=3_0_7_2, lowerCAmelCase__		:    Any=2_0_4_8, lowerCAmelCase__		:    Dict=True, lowerCAmelCase__		:    List[str]=False, lowerCAmelCase__		:    List[str]=None, lowerCAmelCase__		:    Optional[int]=0.1, lowerCAmelCase__		:    int=0.0, lowerCAmelCase__		:    List[Any]=1_2, lowerCAmelCase__		:    Any="relu", lowerCAmelCase__		:    Tuple=0.0, lowerCAmelCase__		:    Optional[int]=0.02, lowerCAmelCase__		:    str=True, lowerCAmelCase__		:    Union[str, Any]=1, lowerCAmelCase__		:    Optional[int]=2, lowerCAmelCase__		:    Optional[int]=2, lowerCAmelCase__		:    Any=True, lowerCAmelCase__		:    Tuple=True, **lowerCAmelCase__		:    Optional[Any], )	->      Tuple:




										'''simple docstring'''



										super().__init__(
										    pad_token_id=lowerCAmelCase__, bos_token_id=lowerCAmelCase__, eos_token_id=lowerCAmelCase__, **lowerCAmelCase__, )
										_UpperCamelCase			:					Optional[int]     =    vocab_size
										_UpperCamelCase			:					List[str]     =    max_position_embeddings
										_UpperCamelCase			:					Optional[int]     =    num_attention_heads
										_UpperCamelCase			:					List[str]     =    word_embed_proj_dim if word_embed_proj_dim is not None else hidden_size
										_UpperCamelCase			:					List[Any]     =    ffn_dim
										_UpperCamelCase			:					List[str]     =    hidden_size
										_UpperCamelCase			:					int     =    num_hidden_layers
										_UpperCamelCase			:					Tuple     =    dropout
										_UpperCamelCase			:					int     =    attention_dropout
										_UpperCamelCase			:					Dict     =    activation_function
										_UpperCamelCase			:					Optional[int]     =    init_std
										_UpperCamelCase			:					List[Any]     =    layerdrop
										_UpperCamelCase			:					Union[str, Any]     =    use_cache
										_UpperCamelCase			:					Optional[Any]     =    do_layer_norm_before
										# We keep these variables at `True` for backward compatibility.
										_UpperCamelCase			:					Dict     =    enable_bias
										_UpperCamelCase			:					Dict     =    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
										_UpperCamelCase			:					List[str]     =    _remove_final_layer_norm







class        A_					:




      '''simple docstring'''


      def __init__(				self:       Tuple						,      a:       Dict=None				):
       __lowerCamelCase		:							List[Any]							=						data
       __lowerCamelCase		:							Optional[Any]							=						None




      def __repr__(				self:       Optional[int]				):
       __lowerCamelCase		:							Any							=						''
       __lowerCamelCase		:							List[Any]							=						self
       while temp:
        string_rep += F'<{temp.data}> ---> '
        __lowerCamelCase		:							Any							=						temp.next
       string_rep += "<END>"
       return string_rep



def       UpperCamelCase__     (  SCREAMING_SNAKE_CASE__						):

 # if elements_list is empty
 if not elements_list:
  raise Exception('The Elements List is empty'						)

 # Set first element as Head
 __lowerCamelCase		:							Optional[int]							=						Node(elements_list[0]						)
 __lowerCamelCase		:							List[str]							=						head
 # Loop through elements from position 1
 for data in elements_list[1:]:
  __lowerCamelCase		:							str							=						Node(SCREAMING_SNAKE_CASE__						)
  __lowerCamelCase		:							Tuple							=						current.next
 return head


lowercase_           =	[1, 3, 5, 3_2, 4_4, 1_2, 4_3]
print(F"""List: {list_data}""")
print('Creating Linked List from List.')
lowercase_           =	make_linked_list(list_data)
print('Linked List:')



print(linked_list)

