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Pull requests: pytorch/ao

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Pull requests list

Remove unused quantization code CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#4742 opened Aug 11, 2026 by iamzainhuda Contributor Loading…
5
fix(autocast): use input device type CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#4741 opened Aug 11, 2026 by ATMmonitor667 • Draft
1
Add MoE versions of the Cutedsl nvfp4 kernels CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#4740 opened Aug 10, 2026 by tbqh Contributor • Draft
1
Add dequantize, 3D from_hp, transpose, and _grouped_mm support to Int4 tensors
#4731 opened Aug 10, 2026 by eryk-roch • Draft
2
Add CuTeDSL backend for FP8 2:4 sparse linear CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. module: not user facing Use this tag if you don't want this PR to show up in release notes sparsity
#4730 opened Aug 10, 2026 by alexsamardzic Collaborator Loading…
2
Add config equivalence helper CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#4729 opened Aug 10, 2026 by zupengwang Loading…
1
1
Assign XPU code ownership to liangan1 CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#4716 opened Aug 7, 2026 by liangan1 Contributor Loading…
4
Fix float8 zero scale quantization CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#4714 opened Aug 6, 2026 by Rajioba1 Loading…
1
5
Fix ROCm "hipSPARSELt not supported on your machine" error CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. module: not user facing Use this tag if you don't want this PR to show up in release notes module: rocm
#4711 opened Aug 6, 2026 by andrewor14 Contributor Loading…
1
3
Fix flaky test_fp32_fp8_multi_module_parity CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. module: not user facing Use this tag if you don't want this PR to show up in release notes
#4710 opened Aug 6, 2026 by andrewor14 Contributor Loading…
1
5
Add initial CuTeDSL FP8 blockwise grouped GEMM CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. module: training quantize_ api training flow
#4707 opened Aug 5, 2026 by iamzainhuda Contributor Loading…
6
[moe] Consolidate blockwise FP8 grouped MM implementation CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#4706 opened Aug 5, 2026 by iamzainhuda Contributor Loading…
5
Wire MoE and MXFP8Linear training paths to CuTeDSL by default CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. module: training quantize_ api training flow
#4705 opened Aug 5, 2026 by alexsamardzic Collaborator Loading…
2
Add CuTeDSL MXFP8 K-groups scale rearrange kernel CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. module: training quantize_ api training flow moe
#4704 opened Aug 5, 2026 by alexsamardzic Collaborator Loading…
2
Add CuTeDSL MXFP8 pad/unpad kernels CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. module: training quantize_ api training flow moe
#4703 opened Aug 5, 2026 by alexsamardzic Collaborator Loading…
2
Fix fake metadata for CuTeDSL 32x1 MXFP8 quantization CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. module: training quantize_ api training flow moe
#4702 opened Aug 5, 2026 by alexsamardzic Collaborator Loading…
2
Add CuTeDSL MXFP8 M-groups scale rearrange kernel CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. module: training quantize_ api training flow moe
#4701 opened Aug 5, 2026 by alexsamardzic Collaborator Loading…
2
Add CuTeDSL backend for FP8 2:4 sparse conversion CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. module: not user facing Use this tag if you don't want this PR to show up in release notes sparsity
#4699 opened Aug 5, 2026 by alexsamardzic Collaborator Loading…
3
[Bug Fix] Fix typo: ZeroPointDomain class compared instead of variable in utils.py CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#4694 opened Aug 5, 2026 by gaurav-redhat Loading…
3 tasks done
1
1
feat(optim): add COAT FP8 optimizer with dynamic range expansion CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#4692 opened Aug 5, 2026 by ATMmonitor667 Loading…
3
ci: lint on Python 3.11 so setup-python hits the tool cache CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#4690 opened Aug 4, 2026 by guptaishaan Loading…
1
1
Align weight dtype in DISABLED grad_input path under autocast CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#4689 opened Aug 4, 2026 by guptaishaan Loading…
1
1
Expose compile_backend for low-bit Adam optimizers CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#4686 opened Aug 4, 2026 by Abhisri436 Loading…
1
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Allow fixed-qparam observers to accept multi-element qparams CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#4684 opened Aug 3, 2026 by SiavashShams Loading…
3
Refactor da8w4 test to use shared model architecture CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#4681 opened Aug 2, 2026 by abdulahi-banji Loading…
3
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