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[CPU][Zen] Add DA8W4 (W4A8) int4 support for dense and MoE layers - #54024

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[CPU][Zen] Add DA8W4 (W4A8) int4 support for dense and MoE layers#54024
ganeshr10 wants to merge 1 commit into
vllm-project:mainfrom
ganeshr10:cpu-zen-da8w4-w4a8

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@ganeshr10 ganeshr10 commented Aug 27, 2026

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Purpose

Symmetric int4 checkpoints can now run with dynamically int8-quantized activations on Zen CPUs: the dense path extends ZentorchWNA16LinearKernel, and a new ZEN_CPU WNA16 MoE backend repacks stacked experts to s4 for zentorch_fused_moe.

Test Plan

Test Result


Essential Elements of an Effective PR Description Checklist
  • The purpose of the PR, such as "Fix some issue (link existing issues this PR will resolve)".
  • The test plan, such as providing test command.
  • The test results, such as pasting the results comparison before and after, or e2e results
  • (Optional) The necessary documentation update, such as updating supported_models.md and examples for a new model.

Symmetric int4 checkpoints can now run with dynamically int8-quantized
activations on Zen CPUs: the dense path extends ZentorchWNA16LinearKernel,
and a new ZEN_CPU WNA16 MoE backend repacks stacked experts to s4 for
zentorch_fused_moe.

Signed-off-by: R <Ganesh.R@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Change-Id: Ie38eb795815f0a18a0796d4bc772099a94dfa8cb

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