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BLIPs clean-up #35560

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What does this PR do?

Continuation of #34502, do not review yet

Main changes:

  • Clean up the if/else cases and leave only the new logic with expanded inputs
  • Change the Blip2Retrieval model class to accept expanded inputs (open to feedback). Currently it expects non-expanded inputs to do ITM so I just cropped the inputs, will think of a better solution
  • Open PRs on the hub for the two checkpoints for Blip2Retrieval

@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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