

'''simple docstring'''

from collections import OrderedDict
from typing import Mapping

from ...configuration_utils import PretrainedConfig
from ...onnx import OnnxConfig
from ...utils import logging


UpperCAmelCase					 =	logging.get_logger(__name__)

UpperCAmelCase					 =	{
    '''distilbert-base-uncased''': '''https://huggingface.co/distilbert-base-uncased/resolve/main/config.json''',
    '''distilbert-base-uncased-distilled-squad''': (
        '''https://huggingface.co/distilbert-base-uncased-distilled-squad/resolve/main/config.json'''
    ),
    '''distilbert-base-cased''': '''https://huggingface.co/distilbert-base-cased/resolve/main/config.json''',
    '''distilbert-base-cased-distilled-squad''': (
        '''https://huggingface.co/distilbert-base-cased-distilled-squad/resolve/main/config.json'''
    ),
    '''distilbert-base-german-cased''': '''https://huggingface.co/distilbert-base-german-cased/resolve/main/config.json''',
    '''distilbert-base-multilingual-cased''': (
        '''https://huggingface.co/distilbert-base-multilingual-cased/resolve/main/config.json'''
    ),
    '''distilbert-base-uncased-finetuned-sst-2-english''': (
        '''https://huggingface.co/distilbert-base-uncased-finetuned-sst-2-english/resolve/main/config.json'''
    ),
}


class 	lowerCAmelCase  (   A ):
       lowerCAmelCase_												=			"distilbert"
       lowerCAmelCase_												=			{
           "hidden_size": "dim",
           "num_attention_heads": "n_heads",
           "num_hidden_layers": "n_layers",
       }







       def __init__(				self      :			List[str]    ,   __lowercase      :			List[str]=30522    ,   __lowercase      :			str=512    ,   __lowercase      :			List[str]=False    ,   __lowercase      :			List[str]=6    ,   __lowercase      :			List[str]=12    ,   __lowercase      :			int=768    ,   __lowercase      :			str=4 * 768    ,   __lowercase      :			int=0.1    ,   __lowercase      :			Any=0.1    ,   __lowercase      :			Optional[int]="gelu"    ,   __lowercase      :			Optional[Any]=0.0_2    ,   __lowercase      :			Tuple=0.1    ,   __lowercase      :			Union[str, Any]=0.2    ,   __lowercase      :			Tuple=0    ,   **__lowercase      :			Any    ,   ):







            """simple docstring"""







            __lowercase      		=vocab_size
            __lowercase      		=max_position_embeddings
            __lowercase      		=sinusoidal_pos_embds
            __lowercase      		=n_layers
            __lowercase      		=n_heads
            __lowercase      		=dim
            __lowercase      		=hidden_dim
            __lowercase      		=dropout
            __lowercase      		=attention_dropout
            __lowercase      		=activation
            __lowercase      		=initializer_range
            __lowercase      		=qa_dropout
            __lowercase      		=seq_classif_dropout
            super().__init__(**__lowercase    ,   pad_token_id=__lowercase   )






class 	lowerCAmelCase  (   A ):







       @property
       def       snake_case (				self      :			Dict   ):







            """simple docstring"""







            if self.task == "multiple-choice":
                 __lowercase      		={0: 'batch', 1: 'choice', 2: 'sequence'}
            else:
                 __lowercase      		={0: 'batch', 1: 'sequence'}
            return OrderedDict(
                [
                    ('input_ids', dynamic_axis),
                    ('attention_mask', dynamic_axis),
                ]   )





'''simple docstring'''

from dataclasses import dataclass, field
from typing import ClassVar, Dict

from ..features import Features, Value
from .base import TaskTemplate


@dataclass(frozen=A )
class 	lowerCAmelCase  (   A ):
       # `task` is not a ClassVar since we want it to be part of the `asdict` output for JSON serialization
       lowerCAmelCase_												=			field(default="summarization" ,      metadata={"include_in_asdict_even_if_is_default": True} )
       lowerCAmelCase_												=			Features({"text": Value("string" )} )
       lowerCAmelCase_												=			Features({"summary": Value("string" )} )
       lowerCAmelCase_												=			"text"
       lowerCAmelCase_												=			"summary"







       @property
       def       snake_case (				self      :			int   ):







            """simple docstring"""







            return {self.text_column: "text", self.summary_column: "summary"}


