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Split autoclasses on modality (#20559)

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* split autoclasses on modality

* apply review

* auto classes
This commit is contained in:
Steven Liu
2022-12-05 12:28:44 -08:00
committed by GitHub
parent 7d1c1c5b21
commit 720e9599c1
1 changed files with 209 additions and 185 deletions
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docs/source/en/model_doc/auto.mdx
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@@ -74,226 +74,250 @@ Likewise, if your `NewModel` is a subclass of [`PreTrainedModel`], make sure its
[[autodoc]] AutoProcessor [[autodoc]] AutoProcessor
## AutoModel ## Generic model classes
The following auto classes are available for instantiating a base model class without a specific head.
### AutoModel
[[autodoc]] AutoModel [[autodoc]] AutoModel
## AutoModelForPreTraining ### TFAutoModel
[[autodoc]] AutoModelForPreTraining
## AutoModelForCausalLM
[[autodoc]] AutoModelForCausalLM
## AutoModelForDepthEstimation
[[autodoc]] AutoModelForDepthEstimation
## AutoModelForMaskedLM
[[autodoc]] AutoModelForMaskedLM
## AutoModelForSeq2SeqLM
[[autodoc]] AutoModelForSeq2SeqLM
## AutoModelForSequenceClassification
[[autodoc]] AutoModelForSequenceClassification
## AutoModelForMultipleChoice
[[autodoc]] AutoModelForMultipleChoice
## AutoModelForNextSentencePrediction
[[autodoc]] AutoModelForNextSentencePrediction
## AutoModelForTokenClassification
[[autodoc]] AutoModelForTokenClassification
## AutoModelForQuestionAnswering
[[autodoc]] AutoModelForQuestionAnswering
## AutoModelForTableQuestionAnswering
[[autodoc]] AutoModelForTableQuestionAnswering
## AutoModelForDocumentQuestionAnswering
[[autodoc]] AutoModelForDocumentQuestionAnswering
## AutoModelForImageClassification
[[autodoc]] AutoModelForImageClassification
## AutoModelForVideoClassification
[[autodoc]] AutoModelForVideoClassification
## AutoModelForVision2Seq
[[autodoc]] AutoModelForVision2Seq
## AutoModelForVisualQuestionAnswering
[[autodoc]] AutoModelForVisualQuestionAnswering
## AutoModelForAudioClassification
[[autodoc]] AutoModelForAudioClassification
## AutoModelForAudioFrameClassification
[[autodoc]] AutoModelForAudioFrameClassification
## AutoModelForCTC
[[autodoc]] AutoModelForCTC
## AutoModelForSpeechSeq2Seq
[[autodoc]] AutoModelForSpeechSeq2Seq
## AutoModelForAudioXVector
[[autodoc]] AutoModelForAudioXVector
## AutoModelForMaskedImageModeling
[[autodoc]] AutoModelForMaskedImageModeling
## AutoModelForObjectDetection
[[autodoc]] AutoModelForObjectDetection
## AutoModelForImageSegmentation
[[autodoc]] AutoModelForImageSegmentation
## AutoModelForSemanticSegmentation
[[autodoc]] AutoModelForSemanticSegmentation
## AutoModelForInstanceSegmentation
[[autodoc]] AutoModelForInstanceSegmentation
## AutoModelForZeroShotObjectDetection
[[autodoc]] AutoModelForZeroShotObjectDetection
## TFAutoModel
[[autodoc]] TFAutoModel [[autodoc]] TFAutoModel
## TFAutoModelForPreTraining ### FlaxAutoModel
[[autodoc]] TFAutoModelForPreTraining
## TFAutoModelForCausalLM
[[autodoc]] TFAutoModelForCausalLM
## TFAutoModelForImageClassification
[[autodoc]] TFAutoModelForImageClassification
## TFAutoModelForSemanticSegmentation
[[autodoc]] TFAutoModelForSemanticSegmentation
## TFAutoModelForMaskedLM
[[autodoc]] TFAutoModelForMaskedLM
## TFAutoModelForSeq2SeqLM
[[autodoc]] TFAutoModelForSeq2SeqLM
## TFAutoModelForSequenceClassification
[[autodoc]] TFAutoModelForSequenceClassification
## TFAutoModelForMultipleChoice
[[autodoc]] TFAutoModelForMultipleChoice
## TFAutoModelForNextSentencePrediction
[[autodoc]] TFAutoModelForNextSentencePrediction
## TFAutoModelForTableQuestionAnswering
[[autodoc]] TFAutoModelForTableQuestionAnswering
## TFAutoModelForDocumentQuestionAnswering
[[autodoc]] TFAutoModelForDocumentQuestionAnswering
## TFAutoModelForTokenClassification
[[autodoc]] TFAutoModelForTokenClassification
## TFAutoModelForQuestionAnswering
[[autodoc]] TFAutoModelForQuestionAnswering
## TFAutoModelForVision2Seq
[[autodoc]] TFAutoModelForVision2Seq
## TFAutoModelForSpeechSeq2Seq
[[autodoc]] TFAutoModelForSpeechSeq2Seq
## FlaxAutoModel
[[autodoc]] FlaxAutoModel [[autodoc]] FlaxAutoModel
## FlaxAutoModelForCausalLM ## Generic pretraining classes
[[autodoc]] FlaxAutoModelForCausalLM The following auto classes are available for instantiating a model with a pretraining head.
## FlaxAutoModelForPreTraining ### AutoModelForPreTraining
[[autodoc]] AutoModelForPreTraining
### TFAutoModelForPreTraining
[[autodoc]] TFAutoModelForPreTraining
### FlaxAutoModelForPreTraining
[[autodoc]] FlaxAutoModelForPreTraining [[autodoc]] FlaxAutoModelForPreTraining
## FlaxAutoModelForMaskedLM ## 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 [[autodoc]] FlaxAutoModelForMaskedLM
## FlaxAutoModelForSeq2SeqLM ### AutoModelForSeq2SeqLM
[[autodoc]] AutoModelForSeq2SeqLM
### TFAutoModelForSeq2SeqLM
[[autodoc]] TFAutoModelForSeq2SeqLM
### FlaxAutoModelForSeq2SeqLM
[[autodoc]] FlaxAutoModelForSeq2SeqLM [[autodoc]] FlaxAutoModelForSeq2SeqLM
## FlaxAutoModelForSequenceClassification ### AutoModelForSequenceClassification
[[autodoc]] AutoModelForSequenceClassification
### TFAutoModelForSequenceClassification
[[autodoc]] TFAutoModelForSequenceClassification
### FlaxAutoModelForSequenceClassification
[[autodoc]] FlaxAutoModelForSequenceClassification [[autodoc]] FlaxAutoModelForSequenceClassification
## FlaxAutoModelForQuestionAnswering ### AutoModelForMultipleChoice
[[autodoc]] FlaxAutoModelForQuestionAnswering [[autodoc]] AutoModelForMultipleChoice
## FlaxAutoModelForTokenClassification ### TFAutoModelForMultipleChoice
[[autodoc]] FlaxAutoModelForTokenClassification [[autodoc]] TFAutoModelForMultipleChoice
## FlaxAutoModelForMultipleChoice ### FlaxAutoModelForMultipleChoice
[[autodoc]] FlaxAutoModelForMultipleChoice [[autodoc]] FlaxAutoModelForMultipleChoice
## FlaxAutoModelForNextSentencePrediction ### AutoModelForNextSentencePrediction
[[autodoc]] AutoModelForNextSentencePrediction
### TFAutoModelForNextSentencePrediction
[[autodoc]] TFAutoModelForNextSentencePrediction
### FlaxAutoModelForNextSentencePrediction
[[autodoc]] FlaxAutoModelForNextSentencePrediction [[autodoc]] FlaxAutoModelForNextSentencePrediction
## FlaxAutoModelForImageClassification ### AutoModelForTokenClassification
[[autodoc]] AutoModelForTokenClassification
### TFAutoModelForTokenClassification
[[autodoc]] TFAutoModelForTokenClassification
### FlaxAutoModelForTokenClassification
[[autodoc]] FlaxAutoModelForTokenClassification
### AutoModelForQuestionAnswering
[[autodoc]] AutoModelForQuestionAnswering
### TFAutoModelForQuestionAnswering
[[autodoc]] TFAutoModelForQuestionAnswering
### FlaxAutoModelForQuestionAnswering
[[autodoc]] FlaxAutoModelForQuestionAnswering
## 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 [[autodoc]] FlaxAutoModelForImageClassification
## FlaxAutoModelForVision2Seq ### AutoModelForVideoClassification
[[autodoc]] AutoModelForVideoClassification
### AutoModelForMaskedImageModeling
[[autodoc]] AutoModelForMaskedImageModeling
### AutoModelForObjectDetection
[[autodoc]] AutoModelForObjectDetection
### AutoModelForImageSegmentation
[[autodoc]] AutoModelForImageSegmentation
### AutoModelForSemanticSegmentation
[[autodoc]] AutoModelForSemanticSegmentation
### TFAutoModelForSemanticSegmentation
[[autodoc]] TFAutoModelForSemanticSegmentation
### AutoModelForInstanceSegmentation
[[autodoc]] AutoModelForInstanceSegmentation
### AutoModelForZeroShotObjectDetection
[[autodoc]] AutoModelForZeroShotObjectDetection
## Audio
The following auto classes are available for the following audio tasks.
### AutoModelForAudioClassification
[[autodoc]] AutoModelForAudioClassification
### AutoModelForAudioFrameClassification
[[autodoc]] AutoModelForAudioFrameClassification
### AutoModelForCTC
[[autodoc]] AutoModelForCTC
### AutoModelForSpeechSeq2Seq
[[autodoc]] AutoModelForSpeechSeq2Seq
### TFAutoModelForSpeechSeq2Seq
[[autodoc]] TFAutoModelForSpeechSeq2Seq
### AutoModelForAudioXVector
[[autodoc]] AutoModelForAudioXVector
## 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 [[autodoc]] FlaxAutoModelForVision2Seq