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Pull requests: pytorch/ao

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Pull requests list

Add static quant flow support for Float8StaticActivationFloat8WeightConfig CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. topic: not user facing Use this tag if you don't want this PR to show up in release notes
#3655 opened Jan 17, 2026 by jerryzh168 Loading…
1
Deprecate v1 of Float8StaticActivationFloat8WeightConfig CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. topic: not user facing Use this tag if you don't want this PR to show up in release notes
#3654 opened Jan 17, 2026 by jerryzh168 Loading…
2
Update TorchAOBaseTensor docs CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. topic: documentation Use this tag if this PR adds or improves documentation
#3652 opened Jan 17, 2026 by jerryzh168 Loading…
4
[mxfp8 moe training] rename MoEScalingType -> ScaledGroupedMMRecipe CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. moe mx topic: improvement Use this tag if this PR is an improvement (doesn't fit into any of the other categories)
#3651 opened Jan 16, 2026 by danielvegamyhre Loading…
3
Fix: proper granularity check CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#3649 opened Jan 16, 2026 by S1ro1 Loading…
1
mvfp4 support ao CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#3644 opened Jan 15, 2026 by ved1beta Loading…
14
[ROCM] Fix float8 rounding test case to enable ROCM CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. module: rocm
#3643 opened Jan 15, 2026 by alex-minooka Loading…
8
Allow non-tensor kwargs in prepare_pt2e CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#3642 opened Jan 15, 2026 by Erik-Lundell Loading…
12
Added a prototype folder for experimenting with fp8 sdpa inference CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. topic: not user facing Use this tag if you don't want this PR to show up in release notes
#3641 opened Jan 15, 2026 by howardzhang-cv Loading…
1
[DO NOT MERGE] Test changes to linux_job_v2.yml via regression_test_rocm.yml ciflow/rocm ciflow/rocm-mi300 CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. module: rocm
#3638 opened Jan 14, 2026 by jithunnair-amd • Draft
2
Unify float8 scale selection for per-tensor quantization CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#3635 opened Jan 14, 2026 by MagellaX Loading…
5
[xpu][test] Remove None in get_current_accelerator_device CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#3634 opened Jan 14, 2026 by zxd1997066 Loading…
2
[ROCm] bring some mxfp8 quantization unit test back CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. module: rocm
#3628 opened Jan 13, 2026 by RuibinCheung Loading…
5
[WIP] Upgrade AO to MSLK CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. fb-exported meta-exported topic: not user facing Use this tag if you don't want this PR to show up in release notes
#3622 opened Jan 12, 2026 by cthi Loading…
11
Deprecate TransformerEvalWrapper, LMEvalInputRecorder CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. topic: deprecation Use this tag if this PR deprecates a feature
#3617 opened Jan 10, 2026 by namgyu-youn Loading…
12
[not for land] profiling instrumentation for mx blocked layout kernel CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#3616 opened Jan 10, 2026 by danielvegamyhre Loading…
1
Add aten.narrow support for inference_mode in Float8Tensor CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. topic: new feature Use this tag if this PR adds a new feature
#3615 opened Jan 10, 2026 by jerryzh168 Loading…
3 tasks done
2
[mxfp8 moe training] export wgrad_with_hp recipe to quantize_ api CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. moe mx topic: new feature Use this tag if this PR adds a new feature
#3611 opened Jan 9, 2026 by danielvegamyhre Loading…
8
[claude] Make MXFP8 cuda kernels ABI stable CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. topic: improvement Use this tag if this PR is an improvement (doesn't fit into any of the other categories)
#3610 opened Jan 9, 2026 by andrewor14 Loading…
16
Add AWQ/SmoothQuant to benchmark module CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. topic: for developers Use this tag if this PR is mainly developer facing
#3602 opened Jan 8, 2026 by namgyu-youn Loading…
1
21
Update Int8WeightOnlyConfig and Int8DynamicActivationInt8WeightConfig to use version=2 by default CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. topic: bc-breaking Use this tag if this PR breaks backward compatibility topic: documentation Use this tag if this PR adds or improves documentation
#3597 opened Jan 7, 2026 by jcaip Loading…
3
Deprecate v1 of W8A16-INT, W8A8-INT quantization subclass CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. topic: deprecation Use this tag if this PR deprecates a feature
#3592 opened Jan 7, 2026 by namgyu-youn Loading…
2
Remove external wrapper in SmoothQuant CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. topic: improvement Use this tag if this PR is an improvement (doesn't fit into any of the other categories)
#3591 opened Jan 7, 2026 by namgyu-youn Loading…
6
Fix the slicing error CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#3590 opened Jan 7, 2026 by Stonepia Loading…
1
2
[CPU] support concat_dequant_quant pattern match CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. topic: not user facing Use this tag if you don't want this PR to show up in release notes
#3587 opened Jan 7, 2026 by shiyang-weng Loading…
18
ProTip! Exclude everything labeled bug with -label:bug.