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nvfp4 gptq: prep for bmm and grouped_mm#4323

Merged
vkuzo merged 55 commits intomainfrom
gh/vkuzo/259/head
Apr 27, 2026
Merged

nvfp4 gptq: prep for bmm and grouped_mm#4323
vkuzo merged 55 commits intomainfrom
gh/vkuzo/259/head

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@vkuzo vkuzo commented Apr 23, 2026

Summary:

refactor to prepare for bmm/grouped_mm support

specifically:

  1. make hessian init in the constructor to simplify
  2. small fixes

Test Plan:

./torchao/prototype/gptq/gptq_nvfp4_llama3_2_1b_nonsequential_wikitext.sh
// accuracy unchanged

vkuzo added 30 commits April 20, 2026 20:52
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vkuzo added 15 commits April 23, 2026 17:21
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vkuzo commented Apr 23, 2026

@vkuzo vkuzo requested a review from jerryzh168 as a code owner April 23, 2026 20:05
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pytorch-bot Bot commented Apr 23, 2026

🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/ao/4323

Note: Links to docs will display an error until the docs builds have been completed.

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@meta-cla meta-cla Bot added the CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. label Apr 23, 2026
@vkuzo vkuzo mentioned this pull request Apr 24, 2026
@vkuzo vkuzo added the module: not user facing Use this tag if you don't want this PR to show up in release notes label Apr 24, 2026
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@vkuzo vkuzo changed the base branch from gh/vkuzo/258/head to main April 24, 2026 14:04
@vkuzo vkuzo merged commit 60b5235 into main Apr 27, 2026
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