Add: document question answering task guide (#21518)
* document question answering guide * Added the list of supported models * Apply suggestions from code review Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com> * switched to AutoProcessor * feedback addressed * Apply suggestions from code review Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com> Co-authored-by: Sayak Paul <spsayakpaul@gmail.com> * Update docs/source/en/tasks/document_question_answering.mdx Co-authored-by: Sayak Paul <spsayakpaul@gmail.com> * more feedback addressed * addressed comments about evaluation loss * added appropriate image link * make style * typo fix * resolving toc conflict * fixed the image link --------- Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com> Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com> Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
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@@ -73,6 +73,7 @@ TASK_GUIDE_TO_MODELS = {
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"token_classification.mdx": transformers_module.models.auto.modeling_auto.MODEL_FOR_TOKEN_CLASSIFICATION_MAPPING_NAMES,
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"translation.mdx": transformers_module.models.auto.modeling_auto.MODEL_FOR_SEQ_TO_SEQ_CAUSAL_LM_MAPPING_NAMES,
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"video_classification.mdx": transformers_module.models.auto.modeling_auto.MODEL_FOR_VIDEO_CLASSIFICATION_MAPPING_NAMES,
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"document_question_answering.mdx": transformers_module.models.auto.modeling_auto.MODEL_FOR_DOCUMENT_QUESTION_ANSWERING_MAPPING_NAMES,
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}
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