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fix: Handle BLIP-2 model output format #34705

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@thisisiron thisisiron commented Nov 12, 2024

What does this PR do?

I have modified the code to return logits in addition to loss.

Instead of:

return {"loss": loss}

The code now returns:

return {
    "loss": loss,
    "logits": logits
}

Output:

Done!
First values of original logits: tensor([[ 1.9322,  1.9379,  7.4007],
        [-1.4741, -1.1189,  8.6593],
        [-1.4213, -1.2489,  6.1976]])
First values of HF logits: tensor([[ 1.9322,  1.9379,  7.4007],
        [-1.4741, -1.1189,  8.6593],
        [-1.4213, -1.2489,  6.1976]])
Looks ok!
Generating a caption...
Original generation: ['merlion']
HF generation: ['Question: what object is in this image? Answer: merlion']

Fixes # (issue)

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  • This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case).
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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.

@amyeroberts, @qubvel

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