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Pull requests: pytorch/ao

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Pull requests list

Handle saturated eager float8 casts 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 topic: bug fix Use this tag for PRs that fix bugs
#4364 opened May 1, 2026 by iamzainhuda Contributor Loading…
1
Fix regex escape characters in documentation CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#4363 opened May 1, 2026 by DrStone1971 Loading…
2
Fix INT8 quantization precision loss for bf16 inputs in IntxUnpackedToInt8Tensor CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. module: core changes affecting multiple modules, e.g. base config/tensor, observers, quant ops
#4362 opened May 1, 2026 by mergennachin Contributor • Draft
1
fix(setup.py): exclude top-level test/ from find_packages CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#4361 opened May 1, 2026 by Anai-Guo Contributor Loading…
1
1
[CI Fix] Update float8 saturation test for PyTorch nightly behavior CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#4359 opened May 1, 2026 by jainapurva Contributor Loading…
1
Flydsl mxfp8 quantize CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#4357 opened Apr 30, 2026 by zstreet87 • Draft
1
Add "32x1 transposed" variant to MXFP8 3D quantization 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 mx
#4356 opened Apr 30, 2026 by alexsamardzic Collaborator Loading… MXFP8 Training
@alexsamardzic
4
[xpu][test] Enable float8 dtensor tests for Intel XPU CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#4354 opened Apr 29, 2026 by arlesniak Contributor • Draft
1
[xpu][test] Enable MoE distributed unit tests for Intel XPU CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#4353 opened Apr 29, 2026 by kgajdamo • Draft
1
feat(sparsity): Add FisherPruner — FIM-guided weight pruning with calibration-based eFIM accumulation CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#4352 opened Apr 28, 2026 by ramkrishs Loading…
6
gptq: weight samples by tokens instead of batches CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#4351 opened Apr 28, 2026 by vkuzo Contributor Loading…
2
add more options to gptq moe script CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#4350 opened Apr 28, 2026 by vkuzo Contributor Loading…
2
[xpu][test] Enable MoE fp8/mxfp8/nvfp4 tests for Intel XPU CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#4349 opened Apr 28, 2026 by kgajdamo • Draft
1
[CPU] Support fp8 template qsdpa 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
#4348 opened Apr 28, 2026 by Valentine233 Collaborator Loading…
5
Simplify granularity: accept list not tuple CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#4347 opened Apr 28, 2026 by cyxlily Contributor • Draft
2
Fix symmetric quantization scale to match C++ ChooseQuantizationParams (#180990) 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
#4345 opened Apr 28, 2026 by fantaosha Loading…
3
Add blockwise FP8 in roofline_utils and seperate benchmark script 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
#4344 opened Apr 27, 2026 by iamzainhuda Contributor Loading… FP8 Blockwise Training
18
Rename Sparse2x4CUTLASSFloat8Tensor to Float8Sparse2x4_2DData2DMetadataTensor (#4343) 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 module: not user facing Use this tag if you don't want this PR to show up in release notes
#4343 opened Apr 27, 2026 by bbeckca Contributor Loading…
15
[xpu][test] Enable MoE MX format kernels and tensor tests for Intel XPU CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#4342 opened Apr 27, 2026 by kgajdamo • Draft
1
fix(tests): honor parametrized dtype in test_autotuner; correct SQNR var in test_integration error msg CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#4340 opened Apr 26, 2026 by Anai-Guo Contributor Loading…
2
fix: parametrized dtype silently overridden in test_autotuner, error message wrong in test_integration CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#4338 opened Apr 26, 2026 by tatavishnurao Loading…
2 tasks
1
fix(benchmarks): raise-with-string, fd leak, unused arg, and typo (refs #4335) CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#4337 opened Apr 26, 2026 by Anai-Guo Contributor Loading…
2
Fix Int4WeightFakeQuantizer and Float8FakeQuantizer missing enabled attribute CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#4336 opened Apr 25, 2026 by javierdejesusda Loading…
1
3
fix: broken imports and bugs in benchmarks directory CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#4334 opened Apr 25, 2026 by tatavishnurao Loading…
4 tasks
1
fix: bugs and code quality improvements across prototype modules CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#4332 opened Apr 25, 2026 by tatavishnurao Loading…
4 tasks
6
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