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- ActivationsTransformers
- AggregationStrategy < ExplicitEnumTransformers
- ArgumentHandler < ObjectTransformers
- AutoConfig < ObjectTransformers
- AutoImageProcessor < ObjectTransformers
- AutoModel < BaseAutoModelClassTransformers
- AutoModelForImageClassification < BaseAutoModelClassTransformers
- AutoModelForMaskedLM < BaseAutoModelClassTransformers
- AutoModelForQuestionAnswering < BaseAutoModelClassTransformers
- AutoModelForSequenceClassification < BaseAutoModelClassTransformers
- AutoModelForTokenClassification < BaseAutoModelClassTransformers
- AutoTokenizer < ObjectTransformers
- BaseAutoModelClass < ObjectTransformers
- BaseImageProcessor < ImageProcessingMixinTransformers
- BaseModelOutput < ModelOutputTransformers
- BaseModelOutputWithPastAndCrossAttentions < ModelOutputTransformers
- BaseModelOutputWithPooling < ModelOutputTransformers
- BaseModelOutputWithPoolingAndCrossAttentions < ModelOutputTransformers
- BatchEncoding < ObjectTransformers
- BatchFeature < ObjectTransformers
- BertTransformers
  - BertAttention < ModuleTransformers::Bert
  - BertConfig < PretrainedConfigTransformers::Bert
  - BertEmbeddings < ModuleTransformers::Bert
  - BertEncoder < ModuleTransformers::Bert
  - BertForMaskedLM < BertPreTrainedModelTransformers::Bert
  - BertForSequenceClassification < BertPreTrainedModelTransformers::Bert
  - BertForTokenClassification < BertPreTrainedModelTransformers::Bert
  - BertIntermediate < ModuleTransformers::Bert
  - BertLMPredictionHead < ModuleTransformers::Bert
  - BertLayer < ModuleTransformers::Bert
  - BertModel < BertPreTrainedModelTransformers::Bert
  - BertOnlyMLMHead < ModuleTransformers::Bert
  - BertOutput < ModuleTransformers::Bert
  - BertPooler < ModuleTransformers::Bert
  - BertPreTrainedModel < PreTrainedModelTransformers::Bert
  - BertPredictionHeadTransform < ModuleTransformers::Bert
  - BertSelfAttention < ModuleTransformers::Bert
  - BertSelfOutput < ModuleTransformers::Bert
  - BertTokenizer < PreTrainedTokenizerTransformers::Bert
    BasicTokenizer < ObjectTransformers::Bert::BertTokenizer
    WordpieceTokenizer < ObjectTransformers::Bert::BertTokenizer
  - BertTokenizerFast < PreTrainedTokenizerFastTransformers::Bert
- ChannelDimension < ExplicitEnumTransformers
- ChunkPipeline < PipelineTransformers
- ClassAttributeTransformers
- ClassInstantier < ObjectTransformers
- ClassificationFunction < ExplicitEnumTransformers
- ConvertSlowTokenizerTransformers
  - BertConverter < ConverterTransformers::ConvertSlowTokenizer
  - Converter < ObjectTransformers::ConvertSlowTokenizer
- CopyTransformers
- DebertaV2Transformers
  - ContextPooler < ModuleTransformers::DebertaV2
  - ConvLayer < ModuleTransformers::DebertaV2
  - DebertaV2Attention < ModuleTransformers::DebertaV2
  - DebertaV2Config < PretrainedConfigTransformers::DebertaV2
  - DebertaV2Embeddings < ModuleTransformers::DebertaV2
  - DebertaV2Encoder < ModuleTransformers::DebertaV2
  - DebertaV2ForMaskedLM < DebertaV2PreTrainedModelTransformers::DebertaV2
  - DebertaV2ForMultipleChoice < DebertaV2PreTrainedModelTransformers::DebertaV2
  - DebertaV2ForQuestionAnswering < DebertaV2PreTrainedModelTransformers::DebertaV2
  - DebertaV2ForSequenceClassification < DebertaV2PreTrainedModelTransformers::DebertaV2
  - DebertaV2ForTokenClassification < DebertaV2PreTrainedModelTransformers::DebertaV2
  - DebertaV2Intermediate < ModuleTransformers::DebertaV2
  - DebertaV2LMPredictionHead < ModuleTransformers::DebertaV2
  - DebertaV2Layer < ModuleTransformers::DebertaV2
  - DebertaV2Model < DebertaV2PreTrainedModelTransformers::DebertaV2
  - DebertaV2OnlyMLMHead < ModuleTransformers::DebertaV2
  - DebertaV2Output < ModuleTransformers::DebertaV2
  - DebertaV2PreTrainedModel < PreTrainedModelTransformers::DebertaV2
  - DebertaV2PredictionHeadTransform < ModuleTransformers::DebertaV2
  - DebertaV2SelfOutput < ModuleTransformers::DebertaV2
  - DebertaV2TokenizerFast < PreTrainedTokenizerFastTransformers::DebertaV2
  - DisentangledSelfAttention < ModuleTransformers::DebertaV2
  - DropoutContext < ObjectTransformers::DebertaV2
  - StableDropout < ModuleTransformers::DebertaV2
  - XDropout < ObjectTransformers::DebertaV2
  - XSoftmax < ObjectTransformers::DebertaV2
- DistilbertTransformers
  - DistilBertConfig < PretrainedConfigTransformers::Distilbert
  - DistilBertFlashAttention2 < MultiHeadSelfAttentionTransformers::Distilbert
  - DistilBertForMaskedLM < DistilBertPreTrainedModelTransformers::Distilbert
  - DistilBertForQuestionAnswering < DistilBertPreTrainedModelTransformers::Distilbert
  - DistilBertForSequenceClassification < DistilBertPreTrainedModelTransformers::Distilbert
  - DistilBertModel < DistilBertPreTrainedModelTransformers::Distilbert
  - DistilBertPreTrainedModel < PreTrainedModelTransformers::Distilbert
  - DistilBertTokenizer < PreTrainedTokenizerTransformers::Distilbert
    BasicTokenizer < ObjectTransformers::Distilbert::DistilBertTokenizer
    WordpieceTokenizer < ObjectTransformers::Distilbert::DistilBertTokenizer
  - DistilBertTokenizerFast < PreTrainedTokenizerFastTransformers::Distilbert
  - Embeddings < ModuleTransformers::Distilbert
  - FFN < ModuleTransformers::Distilbert
  - MultiHeadSelfAttention < ModuleTransformers::Distilbert
  - Transformer < ModuleTransformers::Distilbert
  - TransformerBlock < ModuleTransformers::Distilbert
- DynamicModuleUtilsTransformers
- EmbeddingPipeline < PipelineTransformers
- Error < StandardErrorTransformers
- ExplicitEnum < ObjectTransformers
- FeatureExtractionPipeline < PipelineTransformers
- GELUActivation < ModuleTransformers
- HfHubTransformers
  - BadRequestError < HfHubHTTPErrorTransformers::HfHub
  - DisabledRepoError < HfHubHTTPErrorTransformers::HfHub
  - EntryNotFoundError < HfHubHTTPErrorTransformers::HfHub
  - Error < StandardErrorTransformers::HfHub
  - GatedRepoError < RepositoryNotFoundErrorTransformers::HfHub
  - HfFileMetadata < ObjectTransformers::HfHub
  - HfHubHTTPError < ErrorTransformers::HfHub
  - LocalEntryNotFoundError < EntryNotFoundErrorTransformers::HfHub
  - LocalTokenNotFoundError < ErrorTransformers::HfHub
  - OfflineModeIsEnabled < ErrorTransformers::HfHub
  - RepositoryNotFoundError < HfHubHTTPErrorTransformers::HfHub
  - RevisionNotFoundError < HfHubHTTPErrorTransformers::HfHub
- ImageClassificationPipeline < PipelineTransformers
- ImageClassifierOutput < ModelOutputTransformers
- ImageFeatureExtractionPipeline < PipelineTransformers
- ImageProcessingMixin < ObjectTransformers
- ImageProcessingUtilsTransformers
- ImageTransformsTransformers
- ImageUtilsTransformers
- LazyAutoMapping < ObjectTransformers
- LazyConfigMapping < ObjectTransformers
- MaskedLMOutput < ModelOutputTransformers
- ModelOutput < ObjectTransformers
- ModelingUtilsTransformers
- ModuleUtilsMixinTransformers
- MpnetTransformers
  - MPNetAttention < ModuleTransformers::Mpnet
  - MPNetClassificationHead < ModuleTransformers::Mpnet
  - MPNetConfig < PretrainedConfigTransformers::Mpnet
  - MPNetEmbeddings < ModuleTransformers::Mpnet
  - MPNetEncoder < ModuleTransformers::Mpnet
  - MPNetForMaskedLM < MPNetPreTrainedModelTransformers::Mpnet
  - MPNetForMultipleChoice < MPNetPreTrainedModelTransformers::Mpnet
  - MPNetForQuestionAnswering < MPNetPreTrainedModelTransformers::Mpnet
  - MPNetForSequenceClassification < MPNetPreTrainedModelTransformers::Mpnet
  - MPNetForTokenClassification < MPNetPreTrainedModelTransformers::Mpnet
  - MPNetIntermediate < ModuleTransformers::Mpnet
  - MPNetLMHead < ModuleTransformers::Mpnet
  - MPNetLayer < ModuleTransformers::Mpnet
  - MPNetModel < MPNetPreTrainedModelTransformers::Mpnet
  - MPNetOutput < ModuleTransformers::Mpnet
  - MPNetPooler < ModuleTransformers::Mpnet
  - MPNetPreTrainedModel < PreTrainedModelTransformers::Mpnet
  - MPNetSelfAttention < ModuleTransformers::Mpnet
  - MPNetTokenizerFast < PreTrainedTokenizerFastTransformers::Mpnet
- PaddingStrategy < ExplicitEnumTransformers
- Pipeline < ObjectTransformers
- PipelineDataset < DatasetTransformers
- PipelineIterator < IterableDatasetTransformers
- PipelineRegistry < ObjectTransformers
- PipelinesTransformers
- PreTrainedModel < ModuleTransformers
- PreTrainedTokenizer < PreTrainedTokenizerBaseTransformers
- PreTrainedTokenizerBase < ObjectTransformers
- PreTrainedTokenizerFast < PreTrainedTokenizerBaseTransformers
- PretrainedConfig < ObjectTransformers
- QuestionAnsweringArgumentHandler < ArgumentHandlerTransformers
- QuestionAnsweringModelOutput < ModelOutputTransformers
- QuestionAnsweringPipeline < ChunkPipelineTransformers
- RerankingPipeline < PipelineTransformers
- SentenceTransformer < ObjectTransformers
- SequenceClassifierOutput < ModelOutputTransformers
- SpecialTokensMixinTransformers
- SquadExample < ObjectTransformers
- SquadFeatures < ObjectTransformers
- TensorType < ExplicitEnumTransformers
- TextClassificationPipeline < PipelineTransformers
- Todo < ErrorTransformers
- TokenClassificationArgumentHandler < ArgumentHandlerTransformers
- TokenClassificationPipeline < ChunkPipelineTransformers
- TokenClassifierOutput < ModelOutputTransformers
- TorchUtilsTransformers
- TruncationStrategy < ExplicitEnumTransformers
- UtilsTransformers
  - HubTransformers::Utils
- VitTransformers
  - ViTAttention < ModuleTransformers::Vit
  - ViTConfig < PretrainedConfigTransformers::Vit
  - ViTEmbeddings < ModuleTransformers::Vit
  - ViTEncoder < ModuleTransformers::Vit
  - ViTForImageClassification < ViTPreTrainedModelTransformers::Vit
  - ViTImageProcessor < BaseImageProcessorTransformers::Vit
  - ViTIntermediate < ModuleTransformers::Vit
  - ViTLayer < ModuleTransformers::Vit
  - ViTModel < ViTPreTrainedModelTransformers::Vit
  - ViTOutput < ModuleTransformers::Vit
  - ViTPatchEmbeddings < ModuleTransformers::Vit
  - ViTPooler < ModuleTransformers::Vit
  - ViTPreTrainedModel < PreTrainedModelTransformers::Vit
  - ViTSelfAttention < ModuleTransformers::Vit
  - ViTSelfOutput < ModuleTransformers::Vit
- XlmRobertaTransformers
  - XLMRobertaAttention < ModuleTransformers::XlmRoberta
  - XLMRobertaClassificationHead < ModuleTransformers::XlmRoberta
  - XLMRobertaConfig < PretrainedConfigTransformers::XlmRoberta
  - XLMRobertaEmbeddings < ModuleTransformers::XlmRoberta
  - XLMRobertaEncoder < ModuleTransformers::XlmRoberta
  - XLMRobertaForCausalLM < XLMRobertaPreTrainedModelTransformers::XlmRoberta
  - XLMRobertaForMaskedLM < XLMRobertaPreTrainedModelTransformers::XlmRoberta
  - XLMRobertaForMultipleChoice < XLMRobertaPreTrainedModelTransformers::XlmRoberta
  - XLMRobertaForQuestionAnswering < XLMRobertaPreTrainedModelTransformers::XlmRoberta
  - XLMRobertaForSequenceClassification < XLMRobertaPreTrainedModelTransformers::XlmRoberta
  - XLMRobertaForTokenClassification < XLMRobertaPreTrainedModelTransformers::XlmRoberta
  - XLMRobertaIntermediate < ModuleTransformers::XlmRoberta
  - XLMRobertaLMHead < ModuleTransformers::XlmRoberta
  - XLMRobertaLayer < ModuleTransformers::XlmRoberta
  - XLMRobertaModel < XLMRobertaPreTrainedModelTransformers::XlmRoberta
  - XLMRobertaOutput < ModuleTransformers::XlmRoberta
  - XLMRobertaPooler < ModuleTransformers::XlmRoberta
  - XLMRobertaPreTrainedModel < PreTrainedModelTransformers::XlmRoberta
  - XLMRobertaSdpaSelfAttention < XLMRobertaSelfAttentionTransformers::XlmRoberta
  - XLMRobertaSelfAttention < ModuleTransformers::XlmRoberta
  - XLMRobertaSelfOutput < ModuleTransformers::XlmRoberta
  - XLMRobertaTokenizerFast < PreTrainedTokenizerFastTransformers::XlmRoberta