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fix switching between legacy and new processing for llava #970

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eaidova
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@eaidova eaidova commented Oct 24, 2024

What does this PR do?

currently the second token is always processed as legacy due to limitation with providing info between iterations that lead on perf issues on some platforms
Migration on usage new preprocessing significantly speedup inference on iGPU (>1s for the second token to 200ms for llava-1.5-7b-hf in fp32)

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  • This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case).
  • Did you make sure to update the documentation with your changes?
  • Did you write any new necessary tests?

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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.

@eaidova eaidova force-pushed the ea/fix_switch_between_legacy_preprocesing branch from b356f6f to 044565a Compare October 28, 2024 09:41
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@eaidova eaidova force-pushed the ea/fix_switch_between_legacy_preprocesing branch from 044565a to bb90a76 Compare November 7, 2024 06:27
@AlexKoff88 AlexKoff88 merged commit c887610 into huggingface:main Nov 8, 2024
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4 participants