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What does this PR do?

Fixes #33329 and there was another issue which I lost by now. We never returned image features in VLMs except for Idefics despite having it in the docs, which caused confusion among users.

In this PR we'll be returning the features after all manipulations are done, including feature-layer-selection and projection, which I believe is expected. Idefics2 for ex returns image last hidden state after perceiver, so should be consistent across models

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Awesome - thanks for adding!

@zucchini-nlp zucchini-nlp merged commit 9c4639b into huggingface:main Sep 13, 2024
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BernardZach pushed a commit to BernardZach/transformers that referenced this pull request Dec 5, 2024
* fix

* return image hidden states

* fix copies

* fix test
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for LlaVA output of image_hidden_states not possible?

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