import os
from collections.abc import Iterator


def    a__       (						__UpperCamelCase = "." ):
      for dir_path, dir_names, filenames in os.walk(__UpperCamelCase ):
            SCREAMING_SNAKE_CASE_      =     [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(__UpperCamelCase )[1] in (".py", ".ipynb"):
                        yield os.path.join(__UpperCamelCase   ,					__UpperCamelCase ).lstrip("./" )


def    a__       (						__UpperCamelCase ):
      return F'''{i * "  "}*''' if i else "\n##"


def    a__       (						__UpperCamelCase   ,					__UpperCamelCase ):
      SCREAMING_SNAKE_CASE_      =     old_path.split(os.sep )
      for i, new_part in enumerate(new_path.split(os.sep ) ):
            if (i + 1 > len(__UpperCamelCase ) or old_parts[i] != new_part) and new_part:
                  print(F'''{md_prefix(__UpperCamelCase )} {new_part.replace("_"   ,					" " ).title()}''' )
      return new_path


def    a__       (						__UpperCamelCase = "." ):
      SCREAMING_SNAKE_CASE_      =     ""
      for filepath in sorted(good_file_paths(__UpperCamelCase ) ):
            SCREAMING_SNAKE_CASE_   ,       SCREAMING_SNAKE_CASE_      =     os.path.split(__UpperCamelCase )
            if filepath != old_path:
                  SCREAMING_SNAKE_CASE_      =     print_path(__UpperCamelCase   ,					__UpperCamelCase )
            SCREAMING_SNAKE_CASE_      =     (filepath.count(os.sep ) + 1) if filepath else 0
            SCREAMING_SNAKE_CASE_      =     F'''{filepath}/{filename}'''.replace(" "   ,					"%20" )
            SCREAMING_SNAKE_CASE_      =     os.path.splitext(filename.replace("_"   ,					" " ).title() )[0]
            print(F'''{md_prefix(__UpperCamelCase )} [{filename}]({url})''' )


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



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


A   :     str       =				logging.get_logger(__name__)

# TODO: upload to AWS
A   :     Dict       =				{
    "yjernite/retribert-base-uncased": (
        "https://huggingface.co/yjernite/retribert-base-uncased/resolve/main/config.json"
    ),
}


class      lowerCamelCase    (SCREAMING_SNAKE_CASE__    ):
  """simple docstring"""







  lowerCamelCase__   =  '''retribert'''







  def __init__(							self       :				Optional[int]     ,   __magic_name__       :				Optional[Any]=30_522     ,   __magic_name__       :				int=768     ,   __magic_name__       :				Dict=8     ,   __magic_name__       :				List[Any]=12     ,   __magic_name__       :				Tuple=3_072     ,   __magic_name__       :				List[Any]="gelu"     ,   __magic_name__       :				Any=0.1     ,   __magic_name__       :				Any=0.1     ,   __magic_name__       :				Tuple=512     ,   __magic_name__       :				Dict=2     ,   __magic_name__       :				int=0.02     ,   __magic_name__       :				List[Any]=1e-12     ,   __magic_name__       :				List[str]=True     ,   __magic_name__       :				Dict=128     ,   __magic_name__       :				Union[str, Any]=0     ,   **__magic_name__       :				List[Any]     ,   )     ->		Dict:
        super().__init__(pad_token_id=__magic_name__     ,   **__magic_name__      )

        SCREAMING_SNAKE_CASE_      =     vocab_size
        SCREAMING_SNAKE_CASE_      =     hidden_size
        SCREAMING_SNAKE_CASE_      =     num_hidden_layers
        SCREAMING_SNAKE_CASE_      =     num_attention_heads
        SCREAMING_SNAKE_CASE_      =     hidden_act
        SCREAMING_SNAKE_CASE_      =     intermediate_size
        SCREAMING_SNAKE_CASE_      =     hidden_dropout_prob
        SCREAMING_SNAKE_CASE_      =     attention_probs_dropout_prob
        SCREAMING_SNAKE_CASE_      =     max_position_embeddings
        SCREAMING_SNAKE_CASE_      =     type_vocab_size
        SCREAMING_SNAKE_CASE_      =     initializer_range
        SCREAMING_SNAKE_CASE_      =     layer_norm_eps
        SCREAMING_SNAKE_CASE_      =     share_encoders
        SCREAMING_SNAKE_CASE_      =     projection_dim


