




import os
from collections.abc import Iterator
def 		a_							( __lowerCAmelCase = "."				):
  for dir_path, dir_names, filenames in os.walk(__lowerCAmelCase				):
    lowerCAmelCase__										=      [d for d in dir_names if d != '''scripts''' and d[0] not in '''._''']
    for filename in filenames:
      if filename == "__init__.py":
        continue
      if os.path.splitext(__lowerCAmelCase				)[1] in (".py", ".ipynb"):
        yield os.path.join(__lowerCAmelCase   , __lowerCAmelCase				).lstrip('''./'''				)
def 		a_							( __lowerCAmelCase				):
  return F"""{i * '  '}*""" if i else "\n##"
def 		a_							( __lowerCAmelCase   , __lowerCAmelCase				):
  lowerCAmelCase__										=      old_path.split(os.sep				)
  for i, new_part in enumerate(new_path.split(os.sep				)				):
    if (i + 1 > len(__lowerCAmelCase				) or old_parts[i] != new_part) and new_part:
      print(F"""{md_prefix(__lowerCAmelCase				)} {new_part.replace('_'   , ' '				).title()}"""				)
  return new_path
def 		a_							( __lowerCAmelCase = "."				):
  lowerCAmelCase__										=      ''''''
  for filepath in sorted(good_file_paths(__lowerCAmelCase				)				):
    lowerCAmelCase__				,      lowerCAmelCase__										=      os.path.split(__lowerCAmelCase				)
    if filepath != old_path:
      lowerCAmelCase__										=      print_path(__lowerCAmelCase   , __lowerCAmelCase				)
    lowerCAmelCase__										=      (filepath.count(os.sep				) + 1) if filepath else 0
    lowerCAmelCase__										=      F"""{filepath}/{filename}""".replace(''' '''   , '''%20'''				)
    lowerCAmelCase__										=      os.path.splitext(filename.replace('''_'''   , ''' '''				).title()				)[0]
    print(F"""{md_prefix(__lowerCAmelCase				)} [{filename}]({url})"""				)


if __name__ == "__main__":
      print_directory_md(""".""")







import logging

from transformers.configuration_utils import PretrainedConfig


__magic_name__  :  Tuple					=       logging.getLogger(__name__)





class     SCREAMING_SNAKE_CASE__		(_a			):
     lowercase_ :      Tuple				= "masked_bert"
     def __init__(						self	:		List[Any]       ,						__lowerCamelCase	:		Optional[Any]=3_05_22       ,						__lowerCamelCase	:		Dict=7_68       ,						__lowerCamelCase	:		Tuple=12       ,						__lowerCamelCase	:		int=12       ,						__lowerCamelCase	:		Tuple=30_72       ,						__lowerCamelCase	:		List[Any]="gelu"       ,						__lowerCamelCase	:		Union[str, Any]=0.1       ,						__lowerCamelCase	:		Dict=0.1       ,						__lowerCamelCase	:		Optional[int]=5_12       ,						__lowerCamelCase	:		List[Any]=2       ,						__lowerCamelCase	:		Union[str, Any]=0.02       ,						__lowerCamelCase	:		Optional[int]=1e-12       ,						__lowerCamelCase	:		Optional[int]=0       ,						__lowerCamelCase	:		List[str]="topK"       ,						__lowerCamelCase	:		Union[str, Any]="constant"       ,						__lowerCamelCase	:		Union[str, Any]=0.0       ,						**__lowerCamelCase	:		Tuple       ,						):



       """simple docstring"""
       super().__init__(pad_token_id=__lowerCamelCase       ,						**__lowerCamelCase						)

       lowerCAmelCase__										=      vocab_size
       lowerCAmelCase__										=      hidden_size
       lowerCAmelCase__										=      num_hidden_layers
       lowerCAmelCase__										=      num_attention_heads
       lowerCAmelCase__										=      hidden_act
       lowerCAmelCase__										=      intermediate_size
       lowerCAmelCase__										=      hidden_dropout_prob
       lowerCAmelCase__										=      attention_probs_dropout_prob
       lowerCAmelCase__										=      max_position_embeddings
       lowerCAmelCase__										=      type_vocab_size
       lowerCAmelCase__										=      initializer_range
       lowerCAmelCase__										=      layer_norm_eps
       lowerCAmelCase__										=      pruning_method
       lowerCAmelCase__										=      mask_init
       lowerCAmelCase__										=      mask_scale

