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update readme

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topic: documentationUse this tag if this PR adds or improves documentationUse this tag if this PR adds or improves documentation

Status: Open (in progress).

pytorch/aonumber 3532

#3532 In pytorch/ao;

· liangel-02 opened on Dec 22, 2025

Update fp8 conv3d to use mslk

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topic: not user facingUse this tag if you don't want this PR to show up in release notesUse this tag if you don't want this PR to show up in release notes

Status: Open (in progress).

pytorch/aonumber 3530

#3530 In pytorch/ao;

· jerryzh168 opened on Dec 22, 2025

fp8 pinned mem

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topic: new featureUse this tag if this PR adds a new featureUse this tag if this PR adds a new feature

Status: Open (in progress).

pytorch/aonumber 3526

#3526 In pytorch/ao;

· liangel-02 opened on Dec 22, 2025

Support NVFP4 fp32 bias

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topic: improvementUse this tag if this PR is an improvement (doesn't fit into any of the other categories)Use this tag if this PR is an improvement (doesn't fit into any of the other categories)

Status: Open (in progress).

pytorch/aonumber 3525

#3525 In pytorch/ao;

· andrewor14 opened on Dec 22, 2025

[mxfp8] bug fix and test updates related to new triton_calculate_scale param

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mx

topic: bug fixUse this tag for PRs that fix bugsUse this tag for PRs that fix bugs

Status: Open (in progress).

pytorch/aonumber 3522

#3522 In pytorch/ao;

· danielvegamyhre opened on Dec 21, 2025

[mxfp8 moe training] update readme with kernel microbenchmarks for dsv3

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moe

mx

topic: documentationUse this tag if this PR adds or improves documentationUse this tag if this PR adds or improves documentation

Status: Open (in progress).

pytorch/aonumber 3521

#3521 In pytorch/ao;

· danielvegamyhre opened on Dec 20, 2025

Remove support for quant_llm_linear

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Status: Draft (not ready).

pytorch/aonumber 3520

#3520 In pytorch/ao;

· howardzhang-cv opened on Dec 20, 2025

[DO NOT MERGE] Update workflow to use amdfaa/test-infra

ciflow/rocm

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module: rocm

Status: Open (in progress).

pytorch/aonumber 3519

#3519 In pytorch/ao;

· amdfaa opened on Dec 19, 2025

Add GPTQ to prototype

accuracyAccuracy relatedAccuracy related

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topic: improvementUse this tag if this PR is an improvement (doesn't fit into any of the other categories)Use this tag if this PR is an improvement (doesn't fit into any of the other categories)

Status: Open (in progress).

pytorch/aonumber 3517

#3517 In pytorch/ao;

· jcaip opened on Dec 19, 2025

Remove ::kernels for namespacing

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topic: improvementUse this tag if this PR is an improvement (doesn't fit into any of the other categories)Use this tag if this PR is an improvement (doesn't fit into any of the other categories)

Status: Open (in progress).

pytorch/aonumber 3515

#3515 In pytorch/ao;

· syedshazli opened on Dec 18, 2025

Remove dType Field

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topic: deprecationUse this tag if this PR deprecates a featureUse this tag if this PR deprecates a feature

Status: Open (in progress).

pytorch/aonumber 3514

#3514 In pytorch/ao;

· syedshazli opened on Dec 18, 2025

deprecate v1 of <code>Int4WeightOnlyConfig</code>

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topic: bc-breakingUse this tag if this PR breaks backward compatibilityUse this tag if this PR breaks backward compatibility

topic: deprecationUse this tag if this PR deprecates a featureUse this tag if this PR deprecates a feature

Status: Open (in progress).

pytorch/aonumber 3513

#3513 In pytorch/ao;

· vkuzo opened on Dec 18, 2025