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


__A							=logging.get_logger(__name__)

__A							={'''openai-gpt''': '''https://huggingface.co/openai-gpt/resolve/main/config.json'''}




class        _SCREAMING_SNAKE_CASE	( snake_case_		):
	lowerCAmelCase__   =					'openai-gpt'
	lowerCAmelCase__   =					{
	    'max_position_embeddings': 'n_positions',
	    'hidden_size': 'n_embd',
	    'num_attention_heads': 'n_head',
	    'num_hidden_layers': 'n_layer',
	}



	def __init__(       self		,    lowercase=40478		,    lowercase=512		,    lowercase=768		,    lowercase=12		,    lowercase=12		,    lowercase="gelu"		,    lowercase=0.1		,    lowercase=0.1		,    lowercase=0.1		,    lowercase=1e-5		,    lowercase=0.0_2		,    lowercase="cls_index"		,    lowercase=True		,    lowercase=None		,    lowercase=True		,    lowercase=0.1		,    **lowercase		,    )							->			Optional[Any]:
					lowerCamelCase_         =     vocab_size
					lowerCamelCase_         =     n_positions
					lowerCamelCase_         =     n_embd
					lowerCamelCase_         =     n_layer
					lowerCamelCase_         =     n_head
					lowerCamelCase_         =     afn
					lowerCamelCase_         =     resid_pdrop
					lowerCamelCase_         =     embd_pdrop
					lowerCamelCase_         =     attn_pdrop
					lowerCamelCase_         =     layer_norm_epsilon
					lowerCamelCase_         =     initializer_range
					lowerCamelCase_         =     summary_type
					lowerCamelCase_         =     summary_use_proj
					lowerCamelCase_         =     summary_activation
					lowerCamelCase_         =     summary_first_dropout
					lowerCamelCase_         =     summary_proj_to_labels
					super().__init__(**lowercase					)




import re





def      lowerCamelCase_					(							lowerCamelCase__       ):
				return [char.split() for char in re.split(r"[^ a-z A-Z 0-9 \s]"      ,					str_       )]





def      lowerCamelCase_					(							lowerCamelCase__       ):
				lowerCamelCase_         =     split_input(str_       )
				return "".join(
				    ["".join([char.capitalize() for char in sub_str]       ) for sub_str in string_split]       )





def      lowerCamelCase_					(							lowerCamelCase__      ,					lowerCamelCase__      ,					lowerCamelCase__       ):
				try:
								lowerCamelCase_         =     split_input(lowerCamelCase__       )
								if upper:
												lowerCamelCase_         =     "".join(
												    [
												        separator.join([char.upper() for char in sub_str]       )
												        for sub_str in string_split
												    ]       )
								else:
												lowerCamelCase_         =     "".join(
												    [
												        separator.join([char.lower() for char in sub_str]       )
												        for sub_str in string_split
												    ]       )
								return res_str
				except IndexError:
								return "not valid string"





def      lowerCamelCase_					(							lowerCamelCase__       ):
				return to_simple_case(lowerCamelCase__       )





def      lowerCamelCase_					(							lowerCamelCase__       ):
				try:
								lowerCamelCase_         =     to_simple_case(lowerCamelCase__       )
								return res_str[0].lower() + res_str[1:]
				except IndexError:
								return "not valid string"





def      lowerCamelCase_					(							lowerCamelCase__      ,					lowerCamelCase__       ):
				return to_complex_case(lowerCamelCase__      ,					lowerCamelCase__      ,					"_"       )





def      lowerCamelCase_					(							lowerCamelCase__      ,					lowerCamelCase__       ):
				return to_complex_case(lowerCamelCase__      ,					lowerCamelCase__      ,					"-"       )


if __name__ == "__main__":
			__import__('''doctest''').testmod()


