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[WIP] Standardize inputs and outputs for existing image-text-to-text models #32059

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@yonigozlan yonigozlan commented Jul 18, 2024

What does this PR do?

Pull request aimed at laying the groundwork for adding the image-text-to-text pipeline, while waiting for #31911 to be resolved, by standardizing inputs and outputs for existing image-text-to-text models in Transformers. Follows #29572.

Models whose processors need to be checked/modified:

  • GIT
  • BLIP
  • BLIP-2
  • IDEFICS
  • InstructBLIP
  • LLaVa
  • Fuyu
  • Pix2Struct/DePlot/MatCha
  • UDOP
  • Donut
  • KOSMOS-2
  • Idefics2
  • LLaVA-NeXT
  • PaliGemma
  • VipLlava

If I forgot or misidentified any models, please feel free to add or remove them!

Before submitting

  • This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case).
  • Did you read the contributor guideline,
    Pull Request section?
  • Was this discussed/approved via a Github issue or the forum? Please add a link
    to it if that's the case.
  • Did you make sure to update the documentation with your changes? Here are the
    documentation guidelines, and
    here are tips on formatting docstrings.
  • Did you write any new necessary tests?

Who can review?

Anyone in the community is free to review the PR once the tests have passed. Feel free to tag
members/contributors who may be interested in your PR.

@zucchini-nlp @amyeroberts @NielsRogge

@HuggingFaceDocBuilderDev

The docs for this PR live here. All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.

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