




'''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 						lowerCAmelCase_   ( UpperCamelCase__   ):







		'''simple docstring'''







		lowerCAmelCase_				:					Optional[int]				     =						"""opt"""
		lowerCAmelCase_				:					List[str]				     =						["""past_key_values"""]


		def __init__(						self    :	int						,		_UpperCAmelCase    :	Dict=5_02_72						,		_UpperCAmelCase    :	Tuple=7_68						,		_UpperCAmelCase    :	Optional[Any]=12						,		_UpperCAmelCase    :	List[str]=30_72						,		_UpperCAmelCase    :	Tuple=20_48						,		_UpperCAmelCase    :	str=True						,		_UpperCAmelCase    :	Optional[Any]=False						,		_UpperCAmelCase    :	List[str]=None						,		_UpperCAmelCase    :	List[Any]=0.1						,		_UpperCAmelCase    :	int=0.0						,		_UpperCAmelCase    :	List[Any]=12						,		_UpperCAmelCase    :	List[str]="relu"						,		_UpperCAmelCase    :	Union[str, Any]=0.0						,		_UpperCAmelCase    :	Union[str, Any]=0.02						,		_UpperCAmelCase    :	Union[str, Any]=True						,		_UpperCAmelCase    :	Optional[int]=1						,		_UpperCAmelCase    :	Dict=2						,		_UpperCAmelCase    :	Any=2						,		_UpperCAmelCase    :	Optional[Any]=True						,		_UpperCAmelCase    :	Dict=True						,		**_UpperCAmelCase    :	Union[str, Any]						,		):






			"""simple docstring"""






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






'''simple docstring'''




from collections import namedtuple

UpperCAmelCase_       				=      namedtuple('from_to', 'from_ to')

UpperCAmelCase_       				=      {
    'millimeter': 'mm',
    'centimeter': 'cm',
    'meter': 'm',
    'kilometer': 'km',
    'inch': 'in',
    'inche': 'in',  # Trailing 's' has been stripped off
    'feet': 'ft',
    'foot': 'ft',
    'yard': 'yd',
    'mile': 'mi',
}

UpperCAmelCase_       				=      {
    'mm': from_to(0.001, 1_0_0_0),
    'cm': from_to(0.01, 1_0_0),
    'm': from_to(1, 1),
    'km': from_to(1_0_0_0, 0.001),
    'in': from_to(0.0254, 39.3701),
    'ft': from_to(0.3048, 3.2_8084),
    'yd': from_to(0.9144, 1.0_9361),
    'mi': from_to(1609.34, 0.0_0062_1371),
}

def    _UpperCamelCase      (				SCREAMING_SNAKE_CASE__			:      float       ,						SCREAMING_SNAKE_CASE__			:      str       ,						SCREAMING_SNAKE_CASE__			:      str       ):
 '''simple docstring'''





 UpperCAmelCase__										=    from_type.lower().rstrip("""s"""       )
 UpperCAmelCase__										=    TYPE_CONVERSION.get(SCREAMING_SNAKE_CASE__       ,						SCREAMING_SNAKE_CASE__       )
 UpperCAmelCase__										=    to_type.lower().rstrip("""s"""       )
 UpperCAmelCase__										=    TYPE_CONVERSION.get(SCREAMING_SNAKE_CASE__       ,						SCREAMING_SNAKE_CASE__       )
 if new_from not in METRIC_CONVERSION:
  UpperCAmelCase__										=    (
      F'''Invalid \'from_type\' value: {from_type!r}.\n'''
      F'''Conversion abbreviations are: {', '.join(SCREAMING_SNAKE_CASE__       )}'''
  )
  raise ValueError(SCREAMING_SNAKE_CASE__       )
 if new_to not in METRIC_CONVERSION:
  UpperCAmelCase__										=    (
      F'''Invalid \'to_type\' value: {to_type!r}.\n'''
      F'''Conversion abbreviations are: {', '.join(SCREAMING_SNAKE_CASE__       )}'''
  )
  raise ValueError(SCREAMING_SNAKE_CASE__       )
 return value * METRIC_CONVERSION[new_from].from_ * METRIC_CONVERSION[new_to].to


if __name__ == "__main__":
    import doctest

    doctest.testmod()
