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Add FP8 quantization test #1114

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nikita-savelyevv
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What does this PR do?

Follow-up to #1100. Changes:

  • Add a test for FP8 quantization of a language model through python API (similar to this one).
  • Update dataset name check for full quantization case.
  • Variables renaming in tests (besides FakeQuantize nodes there are FakeConvert nodes too).

Before submitting

  • 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?

@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.

@AlexKoff88
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@KodiaqQ, please take a look as well

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@echarlaix echarlaix left a comment

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LGTM!

@AlexKoff88 AlexKoff88 merged commit 38b6e54 into huggingface:main Jan 20, 2025
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4 participants