

AutoConfig
[[autodoc]] AutoConfig
AutoTokenizer
[[autodoc]] AutoTokenizer
AutoFeatureExtractor
[[autodoc]] AutoFeatureExtractor
AutoImageProcessor
[[autodoc]] AutoImageProcessor
AutoProcessor
[[autodoc]] AutoProcessor
Generic model classes
The following auto classes are available for instantiating a base model class without a specific head.
AutoModel
[[autodoc]] AutoModel
TFAutoModel
[[autodoc]] TFAutoModel
FlaxAutoModel
[[autodoc]] FlaxAutoModel
Generic pretraining classes
The following auto classes are available for instantiating a model with a pretraining head.
AutoModelForPreTraining
[[autodoc]] AutoModelForPreTraining
TFAutoModelForPreTraining
[[autodoc]] TFAutoModelForPreTraining
FlaxAutoModelForPreTraining
[[autodoc]] FlaxAutoModelForPreTraining
Natural Language Processing
The following auto classes are available for the following natural language processing tasks.
AutoModelForCausalLM
[[autodoc]] AutoModelForCausalLM
TFAutoModelForCausalLM
[[autodoc]] TFAutoModelForCausalLM
FlaxAutoModelForCausalLM
[[autodoc]] FlaxAutoModelForCausalLM
AutoModelForMaskedLM
[[autodoc]] AutoModelForMaskedLM
TFAutoModelForMaskedLM
[[autodoc]] TFAutoModelForMaskedLM
FlaxAutoModelForMaskedLM
[[autodoc]] FlaxAutoModelForMaskedLM
AutoModelForMaskGeneration
[[autodoc]] AutoModelForMaskGeneration
TFAutoModelForMaskGeneration
[[autodoc]] TFAutoModelForMaskGeneration
AutoModelForSeq2SeqLM
[[autodoc]] AutoModelForSeq2SeqLM
TFAutoModelForSeq2SeqLM
[[autodoc]] TFAutoModelForSeq2SeqLM
FlaxAutoModelForSeq2SeqLM
[[autodoc]] FlaxAutoModelForSeq2SeqLM
AutoModelForSequenceClassification
[[autodoc]] AutoModelForSequenceClassification
TFAutoModelForSequenceClassification
[[autodoc]] TFAutoModelForSequenceClassification
FlaxAutoModelForSequenceClassification
[[autodoc]] FlaxAutoModelForSequenceClassification
AutoModelForMultipleChoice
[[autodoc]] AutoModelForMultipleChoice
TFAutoModelForMultipleChoice
[[autodoc]] TFAutoModelForMultipleChoice
FlaxAutoModelForMultipleChoice
[[autodoc]] FlaxAutoModelForMultipleChoice
AutoModelForNextSentencePrediction
[[autodoc]] AutoModelForNextSentencePrediction
TFAutoModelForNextSentencePrediction
[[autodoc]] TFAutoModelForNextSentencePrediction
FlaxAutoModelForNextSentencePrediction
[[autodoc]] FlaxAutoModelForNextSentencePrediction
AutoModelForTokenClassification
[[autodoc]] AutoModelForTokenClassification
TFAutoModelForTokenClassification
[[autodoc]] TFAutoModelForTokenClassification
FlaxAutoModelForTokenClassification
[[autodoc]] FlaxAutoModelForTokenClassification
AutoModelForQuestionAnswering
[[autodoc]] AutoModelForQuestionAnswering
TFAutoModelForQuestionAnswering
[[autodoc]] TFAutoModelForQuestionAnswering
FlaxAutoModelForQuestionAnswering
[[autodoc]] FlaxAutoModelForQuestionAnswering
AutoModelForTextEncoding
[[autodoc]] AutoModelForTextEncoding
TFAutoModelForTextEncoding
[[autodoc]] TFAutoModelForTextEncoding
Computer vision
The following auto classes are available for the following computer vision tasks.
AutoModelForDepthEstimation
[[autodoc]] AutoModelForDepthEstimation
AutoModelForImageClassification
[[autodoc]] AutoModelForImageClassification
TFAutoModelForImageClassification
[[autodoc]] TFAutoModelForImageClassification
FlaxAutoModelForImageClassification
[[autodoc]] FlaxAutoModelForImageClassification
AutoModelForVideoClassification
[[autodoc]] AutoModelForVideoClassification
AutoModelForMaskedImageModeling
[[autodoc]] AutoModelForMaskedImageModeling
TFAutoModelForMaskedImageModeling
[[autodoc]] TFAutoModelForMaskedImageModeling
AutoModelForObjectDetection
[[autodoc]] AutoModelForObjectDetection
AutoModelForImageSegmentation
[[autodoc]] AutoModelForImageSegmentation
AutoModelForImageToImage
[[autodoc]] AutoModelForImageToImage
AutoModelForSemanticSegmentation
[[autodoc]] AutoModelForSemanticSegmentation
TFAutoModelForSemanticSegmentation
[[autodoc]] TFAutoModelForSemanticSegmentation
AutoModelForInstanceSegmentation
[[autodoc]] AutoModelForInstanceSegmentation
AutoModelForUniversalSegmentation
[[autodoc]] AutoModelForUniversalSegmentation
AutoModelForZeroShotImageClassification
[[autodoc]] AutoModelForZeroShotImageClassification
TFAutoModelForZeroShotImageClassification
[[autodoc]] TFAutoModelForZeroShotImageClassification
AutoModelForZeroShotObjectDetection
[[autodoc]] AutoModelForZeroShotObjectDetection
Audio
The following auto classes are available for the following audio tasks.
AutoModelForAudioClassification
[[autodoc]] AutoModelForAudioClassification
AutoModelForAudioFrameClassification
[[autodoc]] TFAutoModelForAudioClassification
TFAutoModelForAudioFrameClassification
[[autodoc]] AutoModelForAudioFrameClassification
AutoModelForCTC
[[autodoc]] AutoModelForCTC
AutoModelForSpeechSeq2Seq
[[autodoc]] AutoModelForSpeechSeq2Seq
TFAutoModelForSpeechSeq2Seq
[[autodoc]] TFAutoModelForSpeechSeq2Seq
FlaxAutoModelForSpeechSeq2Seq
[[autodoc]] FlaxAutoModelForSpeechSeq2Seq
AutoModelForAudioXVector
[[autodoc]] AutoModelForAudioXVector
AutoModelForTextToSpectrogram
[[autodoc]] AutoModelForTextToSpectrogram
AutoModelForTextToWaveform
[[autodoc]] AutoModelForTextToWaveform
Multimodal
The following auto classes are available for the following multimodal tasks.
AutoModelForTableQuestionAnswering
[[autodoc]] AutoModelForTableQuestionAnswering
TFAutoModelForTableQuestionAnswering
[[autodoc]] TFAutoModelForTableQuestionAnswering
AutoModelForDocumentQuestionAnswering
[[autodoc]] AutoModelForDocumentQuestionAnswering
TFAutoModelForDocumentQuestionAnswering
[[autodoc]] TFAutoModelForDocumentQuestionAnswering
AutoModelForVisualQuestionAnswering
[[autodoc]] AutoModelForVisualQuestionAnswering
AutoModelForVision2Seq
[[autodoc]] AutoModelForVision2Seq
TFAutoModelForVision2Seq
[[autodoc]] TFAutoModelForVision2Seq
FlaxAutoModelForVision2Seq
[[autodoc]] FlaxAutoModelForVision2Seq