text: # THIS FILE HAS BEEN AUTOGENERATED. To update:
  # 1. modify: models/auto/modeling_auto.py
  # 2. run: python utils/class_mapping_update.py
  from collections import OrderedDict
  
  
  MODEL_FOR_QUESTION_ANSWERING_MAPPING_NAMES = OrderedDict(
      [
          ("RemBertConfig", "RemBertForQuestionAnswering"),
          ("CanineConfig", "CanineForQuestionAnswering"),
          ("RoFormerConfig", "RoFormerForQuestionAnswering"),
          ("BigBirdPegasusConfig", "BigBirdPegasusForQuestionAnswering"),
          ("BigBirdConfig", "BigBirdForQuestionAnswering"),
          ("ConvBertConfig", "ConvBertForQuestionAnswering"),
          ("LEDConfig", "LEDForQuestionAnswering"),
          ("DistilBertConfig", "DistilBertForQuestionAnswering"),
          ("AlbertConfig", "AlbertForQuestionAnswering"),
          ("CamembertConfig", "CamembertForQuestionAnswering"),
          ("BartConfig", "BartForQuestionAnswering"),
          ("MBartConfig", "MBartForQuestionAnswering"),
          ("LongformerConfig", "LongformerForQuestionAnswering"),
          ("XLMRobertaConfig", "XLMRobertaForQuestionAnswering"),
          ("RobertaConfig", "RobertaForQuestionAnswering"),
          ("SqueezeBertConfig", "SqueezeBertForQuestionAnswering"),
          ("BertConfig", "BertForQuestionAnswering"),
          ("XLNetConfig", "XLNetForQuestionAnsweringSimple"),
          ("FlaubertConfig", "FlaubertForQuestionAnsweringSimple"),
          ("MegatronBertConfig", "MegatronBertForQuestionAnswering"),
          ("MobileBertConfig", "MobileBertForQuestionAnswering"),
          ("XLMConfig", "XLMForQuestionAnsweringSimple"),
          ("ElectraConfig", "ElectraForQuestionAnswering"),
          ("ReformerConfig", "ReformerForQuestionAnswering"),
          ("FunnelConfig", "FunnelForQuestionAnswering"),
          ("LxmertConfig", "LxmertForQuestionAnswering"),
          ("MPNetConfig", "MPNetForQuestionAnswering"),
          ("DebertaConfig", "DebertaForQuestionAnswering"),
          ("DebertaV2Config", "DebertaV2ForQuestionAnswering"),
          ("IBertConfig", "IBertForQuestionAnswering"),
      ]
  )
  
  
  MODEL_FOR_CAUSAL_LM_MAPPING_NAMES = OrderedDict(
      [
          ("RemBertConfig", "RemBertForCausalLM"),
          ("RoFormerConfig", "RoFormerForCausalLM"),
          ("BigBirdPegasusConfig", "BigBirdPegasusForCausalLM"),
          ("GPTNeoConfig", "GPTNeoForCausalLM"),
          ("BigBirdConfig", "BigBirdForCausalLM"),
          ("CamembertConfig", "CamembertForCausalLM"),
          ("XLMRobertaConfig", "XLMRobertaForCausalLM"),
          ("RobertaConfig", "RobertaForCausalLM"),
          ("BertConfig", "BertLMHeadModel"),
          ("OpenAIGPTConfig", "OpenAIGPTLMHeadModel"),
          ("GPT2Config", "GPT2LMHeadModel"),
          ("TransfoXLConfig", "TransfoXLLMHeadModel"),
          ("XLNetConfig", "XLNetLMHeadModel"),
          ("XLMConfig", "XLMWithLMHeadModel"),
          ("CTRLConfig", "CTRLLMHeadModel"),
          ("ReformerConfig", "ReformerModelWithLMHead"),
          ("BertGenerationConfig", "BertGenerationDecoder"),
          ("XLMProphetNetConfig", "XLMProphetNetForCausalLM"),
          ("ProphetNetConfig", "ProphetNetForCausalLM"),
          ("BartConfig", "BartForCausalLM"),
          ("MBartConfig", "MBartForCausalLM"),
          ("PegasusConfig", "PegasusForCausalLM"),
          ("MarianConfig", "MarianForCausalLM"),
          ("BlenderbotConfig", "BlenderbotForCausalLM"),
          ("BlenderbotSmallConfig", "BlenderbotSmallForCausalLM"),
          ("MegatronBertConfig", "MegatronBertForCausalLM"),
      ]
  )
  
  
  MODEL_FOR_IMAGE_CLASSIFICATION_MAPPING_NAMES = OrderedDict(
      [
          ("ViTConfig", "ViTForImageClassification"),
          ("DeiTConfig", "('DeiTForImageClassification', 'DeiTForImageClassificationWithTeacher')"),
      ]
  )
  
  
  MODEL_FOR_MASKED_LM_MAPPING_NAMES = OrderedDict(
      [
          ("RemBertConfig", "RemBertForMaskedLM"),
          ("RoFormerConfig", "RoFormerForMaskedLM"),
          ("BigBirdConfig", "BigBirdForMaskedLM"),
          ("Wav2Vec2Config", "Wav2Vec2ForMaskedLM"),
          ("ConvBertConfig", "ConvBertForMaskedLM"),
          ("LayoutLMConfig", "LayoutLMForMaskedLM"),
          ("DistilBertConfig", "DistilBertForMaskedLM"),
          ("AlbertConfig", "AlbertForMaskedLM"),
          ("BartConfig", "BartForConditionalGeneration"),
          ("MBartConfig", "MBartForConditionalGeneration"),
          ("CamembertConfig", "CamembertForMaskedLM"),
          ("XLMRobertaConfig", "XLMRobertaForMaskedLM"),
          ("LongformerConfig", "LongformerForMaskedLM"),
          ("RobertaConfig", "RobertaForMaskedLM"),
          ("SqueezeBertConfig", "SqueezeBertForMaskedLM"),
          ("BertConfig", "BertForMaskedLM"),
          ("MegatronBertConfig", "MegatronBertForMaskedLM"),
          ("MobileBertConfig", "MobileBertForMaskedLM"),
          ("FlaubertConfig", "FlaubertWithLMHeadModel"),
          ("XLMConfig", "XLMWithLMHeadModel"),
          ("ElectraConfig", "ElectraForMaskedLM"),
          ("ReformerConfig", "ReformerForMaskedLM"),
          ("FunnelConfig", "FunnelForMaskedLM"),
          ("MPNetConfig", "MPNetForMaskedLM"),
          ("TapasConfig", "TapasForMaskedLM"),
          ("DebertaConfig", "DebertaForMaskedLM"),
          ("DebertaV2Config", "DebertaV2ForMaskedLM"),
          ("IBertConfig", "IBertForMaskedLM"),
      ]
  )
  
  
  MODEL_FOR_MULTIPLE_CHOICE_MAPPING_NAMES = OrderedDict(
      [
          ("RemBertConfig", "RemBertForMultipleChoice"),
          ("CanineConfig", "CanineForMultipleChoice"),
          ("RoFormerConfig", "RoFormerForMultipleChoice"),
          ("BigBirdConfig", "BigBirdForMultipleChoice"),
          ("ConvBertConfig", "ConvBertForMultipleChoice"),
          ("CamembertConfig", "CamembertForMultipleChoice"),
          ("ElectraConfig", "ElectraForMultipleChoice"),
          ("XLMRobertaConfig", "XLMRobertaForMultipleChoice"),
          ("LongformerConfig", "LongformerForMultipleChoice"),
          ("RobertaConfig", "RobertaForMultipleChoice"),
          ("SqueezeBertConfig", "SqueezeBertForMultipleChoice"),
          ("BertConfig", "BertForMultipleChoice"),
          ("DistilBertConfig", "DistilBertForMultipleChoice"),
          ("MegatronBertConfig", "MegatronBertForMultipleChoice"),
          ("MobileBertConfig", "MobileBertForMultipleChoice"),
          ("XLNetConfig", "XLNetForMultipleChoice"),
          ("AlbertConfig", "AlbertForMultipleChoice"),
          ("XLMConfig", "XLMForMultipleChoice"),
          ("FlaubertConfig", "FlaubertForMultipleChoice"),
          ("FunnelConfig", "FunnelForMultipleChoice"),
          ("MPNetConfig", "MPNetForMultipleChoice"),
          ("IBertConfig", "IBertForMultipleChoice"),
      ]
  )
  
  
  MODEL_FOR_NEXT_SENTENCE_PREDICTION_MAPPING_NAMES = OrderedDict(
      [
          ("BertConfig", "BertForNextSentencePrediction"),
          ("MegatronBertConfig", "MegatronBertForNextSentencePrediction"),
          ("MobileBertConfig", "MobileBertForNextSentencePrediction"),
      ]
  )
  
  
  MODEL_FOR_OBJECT_DETECTION_MAPPING_NAMES = OrderedDict(
      [
          ("DetrConfig", "DetrForObjectDetection"),
      ]
  )
  
  
  MODEL_FOR_SEQ_TO_SEQ_CAUSAL_LM_MAPPING_NAMES = OrderedDict(
      [
          ("BigBirdPegasusConfig", "BigBirdPegasusForConditionalGeneration"),
          ("M2M100Config", "M2M100ForConditionalGeneration"),
          ("LEDConfig", "LEDForConditionalGeneration"),
          ("BlenderbotSmallConfig", "BlenderbotSmallForConditionalGeneration"),
          ("MT5Config", "MT5ForConditionalGeneration"),
          ("T5Config", "T5ForConditionalGeneration"),
          ("PegasusConfig", "PegasusForConditionalGeneration"),
          ("MarianConfig", "MarianMTModel"),
          ("MBartConfig", "MBartForConditionalGeneration"),
          ("BlenderbotConfig", "BlenderbotForConditionalGeneration"),
          ("BartConfig", "BartForConditionalGeneration"),
          ("FSMTConfig", "FSMTForConditionalGeneration"),
          ("EncoderDecoderConfig", "EncoderDecoderModel"),
          ("XLMProphetNetConfig", "XLMProphetNetForConditionalGeneration"),
          ("ProphetNetConfig", "ProphetNetForConditionalGeneration"),
      ]
  )
  
  
  MODEL_FOR_SEQUENCE_CLASSIFICATION_MAPPING_NAMES = OrderedDict(
      [
          ("RemBertConfig", "RemBertForSequenceClassification"),
          ("CanineConfig", "CanineForSequenceClassification"),
          ("RoFormerConfig", "RoFormerForSequenceClassification"),
          ("BigBirdPegasusConfig", "BigBirdPegasusForSequenceClassification"),
          ("BigBirdConfig", "BigBirdForSequenceClassification"),
          ("ConvBertConfig", "ConvBertForSequenceClassification"),
          ("LEDConfig", "LEDForSequenceClassification"),
          ("DistilBertConfig", "DistilBertForSequenceClassification"),
          ("AlbertConfig", "AlbertForSequenceClassification"),
          ("CamembertConfig", "CamembertForSequenceClassification"),
          ("XLMRobertaConfig", "XLMRobertaForSequenceClassification"),
          ("MBartConfig", "MBartForSequenceClassification"),
          ("BartConfig", "BartForSequenceClassification"),
          ("LongformerConfig", "LongformerForSequenceClassification"),
          ("RobertaConfig", "RobertaForSequenceClassification"),
          ("SqueezeBertConfig", "SqueezeBertForSequenceClassification"),
          ("LayoutLMConfig", "LayoutLMForSequenceClassification"),
          ("BertConfig", "BertForSequenceClassification"),
          ("XLNetConfig", "XLNetForSequenceClassification"),
          ("MegatronBertConfig", "MegatronBertForSequenceClassification"),
          ("MobileBertConfig", "MobileBertForSequenceClassification"),
          ("FlaubertConfig", "FlaubertForSequenceClassification"),
          ("XLMConfig", "XLMForSequenceClassification"),
          ("ElectraConfig", "ElectraForSequenceClassification"),
          ("FunnelConfig", "FunnelForSequenceClassification"),
          ("DebertaConfig", "DebertaForSequenceClassification"),
          ("DebertaV2Config", "DebertaV2ForSequenceClassification"),
          ("GPT2Config", "GPT2ForSequenceClassification"),
          ("GPTNeoConfig", "GPTNeoForSequenceClassification"),
          ("OpenAIGPTConfig", "OpenAIGPTForSequenceClassification"),
          ("ReformerConfig", "ReformerForSequenceClassification"),
          ("CTRLConfig", "CTRLForSequenceClassification"),
          ("TransfoXLConfig", "TransfoXLForSequenceClassification"),
          ("MPNetConfig", "MPNetForSequenceClassification"),
          ("TapasConfig", "TapasForSequenceClassification"),
          ("IBertConfig", "IBertForSequenceClassification"),
      ]
  )
  
  
  MODEL_FOR_TABLE_QUESTION_ANSWERING_MAPPING_NAMES = OrderedDict(
      [
          ("TapasConfig", "TapasForQuestionAnswering"),
      ]
  )
  
  
  MODEL_FOR_TOKEN_CLASSIFICATION_MAPPING_NAMES = OrderedDict(
      [
          ("RemBertConfig", "RemBertForTokenClassification"),
          ("CanineConfig", "CanineForTokenClassification"),
          ("RoFormerConfig", "RoFormerForTokenClassification"),
          ("BigBirdConfig", "BigBirdForTokenClassification"),
          ("ConvBertConfig", "ConvBertForTokenClassification"),
          ("LayoutLMConfig", "LayoutLMForTokenClassification"),
          ("DistilBertConfig", "DistilBertForTokenClassification"),
          ("CamembertConfig", "CamembertForTokenClassification"),
          ("FlaubertConfig", "FlaubertForTokenClassification"),
          ("XLMConfig", "XLMForTokenClassification"),
          ("XLMRobertaConfig", "XLMRobertaForTokenClassification"),
          ("LongformerConfig", "LongformerForTokenClassification"),
          ("RobertaConfig", "RobertaForTokenClassification"),
          ("SqueezeBertConfig", "SqueezeBertForTokenClassification"),
          ("BertConfig", "BertForTokenClassification"),
          ("MegatronBertConfig", "MegatronBertForTokenClassification"),
          ("MobileBertConfig", "MobileBertForTokenClassification"),
          ("XLNetConfig", "XLNetForTokenClassification"),
          ("AlbertConfig", "AlbertForTokenClassification"),
          ("ElectraConfig", "ElectraForTokenClassification"),
          ("FunnelConfig", "FunnelForTokenClassification"),
          ("MPNetConfig", "MPNetForTokenClassification"),
          ("DebertaConfig", "DebertaForTokenClassification"),
          ("DebertaV2Config", "DebertaV2ForTokenClassification"),
          ("IBertConfig", "IBertForTokenClassification"),
      ]
  )
  
  
  MODEL_MAPPING_NAMES = OrderedDict(
      [
          ("RemBertConfig", "RemBertModel"),
          ("VisualBertConfig", "VisualBertModel"),
          ("CanineConfig", "CanineModel"),
          ("RoFormerConfig", "RoFormerModel"),
          ("CLIPConfig", "CLIPModel"),
          ("BigBirdPegasusConfig", "BigBirdPegasusModel"),
          ("DeiTConfig", "DeiTModel"),
          ("LukeConfig", "LukeModel"),
          ("DetrConfig", "DetrModel"),
          ("GPTNeoConfig", "GPTNeoModel"),
          ("BigBirdConfig", "BigBirdModel"),
          ("Speech2TextConfig", "Speech2TextModel"),
          ("ViTConfig", "ViTModel"),
          ("Wav2Vec2Config", "Wav2Vec2Model"),
          ("HubertConfig", "HubertModel"),
          ("M2M100Config", "M2M100Model"),
          ("ConvBertConfig", "ConvBertModel"),
          ("LEDConfig", "LEDModel"),
          ("BlenderbotSmallConfig", "BlenderbotSmallModel"),
          ("RetriBertConfig", "RetriBertModel"),
          ("MT5Config", "MT5Model"),
          ("T5Config", "T5Model"),
          ("PegasusConfig", "PegasusModel"),
          ("MarianConfig", "MarianModel"),
          ("MBartConfig", "MBartModel"),
          ("BlenderbotConfig", "BlenderbotModel"),
          ("DistilBertConfig", "DistilBertModel"),
          ("AlbertConfig", "AlbertModel"),
          ("CamembertConfig", "CamembertModel"),
          ("XLMRobertaConfig", "XLMRobertaModel"),
          ("BartConfig", "BartModel"),
          ("LongformerConfig", "LongformerModel"),
          ("RobertaConfig", "RobertaModel"),
          ("LayoutLMConfig", "LayoutLMModel"),
          ("SqueezeBertConfig", "SqueezeBertModel"),
          ("BertConfig", "BertModel"),
          ("OpenAIGPTConfig", "OpenAIGPTModel"),
          ("GPT2Config", "GPT2Model"),
          ("MegatronBertConfig", "MegatronBertModel"),
          ("MobileBertConfig", "MobileBertModel"),
          ("TransfoXLConfig", "TransfoXLModel"),
          ("XLNetConfig", "XLNetModel"),
          ("FlaubertConfig", "FlaubertModel"),
          ("FSMTConfig", "FSMTModel"),
          ("XLMConfig", "XLMModel"),
          ("CTRLConfig", "CTRLModel"),
          ("ElectraConfig", "ElectraModel"),
          ("ReformerConfig", "ReformerModel"),
          ("FunnelConfig", "('FunnelModel', 'FunnelBaseModel')"),
          ("LxmertConfig", "LxmertModel"),
          ("BertGenerationConfig", "BertGenerationEncoder"),
          ("DebertaConfig", "DebertaModel"),
          ("DebertaV2Config", "DebertaV2Model"),
          ("DPRConfig", "DPRQuestionEncoder"),
          ("XLMProphetNetConfig", "XLMProphetNetModel"),
          ("ProphetNetConfig", "ProphetNetModel"),
          ("MPNetConfig", "MPNetModel"),
          ("TapasConfig", "TapasModel"),
          ("IBertConfig", "IBertModel"),
      ]
  )
  
  
  MODEL_WITH_LM_HEAD_MAPPING_NAMES = OrderedDict(
      [
          ("RemBertConfig", "RemBertForMaskedLM"),
          ("RoFormerConfig", "RoFormerForMaskedLM"),
          ("BigBirdPegasusConfig", "BigBirdPegasusForConditionalGeneration"),
          ("GPTNeoConfig", "GPTNeoForCausalLM"),
          ("BigBirdConfig", "BigBirdForMaskedLM"),
          ("Speech2TextConfig", "Speech2TextForConditionalGeneration"),
          ("Wav2Vec2Config", "Wav2Vec2ForMaskedLM"),
          ("M2M100Config", "M2M100ForConditionalGeneration"),
          ("ConvBertConfig", "ConvBertForMaskedLM"),
          ("LEDConfig", "LEDForConditionalGeneration"),
          ("BlenderbotSmallConfig", "BlenderbotSmallForConditionalGeneration"),
          ("LayoutLMConfig", "LayoutLMForMaskedLM"),
          ("T5Config", "T5ForConditionalGeneration"),
          ("DistilBertConfig", "DistilBertForMaskedLM"),
          ("AlbertConfig", "AlbertForMaskedLM"),
          ("CamembertConfig", "CamembertForMaskedLM"),
          ("XLMRobertaConfig", "XLMRobertaForMaskedLM"),
          ("MarianConfig", "MarianMTModel"),
          ("FSMTConfig", "FSMTForConditionalGeneration"),
          ("BartConfig", "BartForConditionalGeneration"),
          ("LongformerConfig", "LongformerForMaskedLM"),
          ("RobertaConfig", "RobertaForMaskedLM"),
          ("SqueezeBertConfig", "SqueezeBertForMaskedLM"),
          ("BertConfig", "BertForMaskedLM"),
          ("OpenAIGPTConfig", "OpenAIGPTLMHeadModel"),
          ("GPT2Config", "GPT2LMHeadModel"),
          ("MegatronBertConfig", "MegatronBertForCausalLM"),
          ("MobileBertConfig", "MobileBertForMaskedLM"),
          ("TransfoXLConfig", "TransfoXLLMHeadModel"),
          ("XLNetConfig", "XLNetLMHeadModel"),
          ("FlaubertConfig", "FlaubertWithLMHeadModel"),
          ("XLMConfig", "XLMWithLMHeadModel"),
          ("CTRLConfig", "CTRLLMHeadModel"),
          ("ElectraConfig", "ElectraForMaskedLM"),
          ("EncoderDecoderConfig", "EncoderDecoderModel"),
          ("ReformerConfig", "ReformerModelWithLMHead"),
          ("FunnelConfig", "FunnelForMaskedLM"),
          ("MPNetConfig", "MPNetForMaskedLM"),
          ("TapasConfig", "TapasForMaskedLM"),
          ("DebertaConfig", "DebertaForMaskedLM"),
          ("DebertaV2Config", "DebertaV2ForMaskedLM"),
          ("IBertConfig", "IBertForMaskedLM"),
      ]
  )
  