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Pull requests: pytorch/ao
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[xpu][test] Enable float8 dtensor tests for Intel XPU
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[xpu][test] Enable MoE distributed unit tests for Intel XPU
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feat(sparsity): Add FisherPruner — FIM-guided weight pruning with calibration-based eFIM accumulation
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#4352
opened Apr 28, 2026 by
ramkrishs
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gptq: weight samples by tokens instead of batches
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#4351
opened Apr 28, 2026 by
vkuzo
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add more options to gptq moe script
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#4350
opened Apr 28, 2026 by
vkuzo
Contributor
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[xpu][test] Enable MoE fp8/mxfp8/nvfp4 tests for Intel XPU
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[CPU] Support fp8 template qsdpa
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module: not user facing
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#4348
opened Apr 28, 2026 by
Valentine233
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Draft
Simplify granularity: accept list not tuple
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Fix symmetric quantization scale to match C++ ChooseQuantizationParams (#180990)
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fb-exported
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#4345
opened Apr 28, 2026 by
fantaosha
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Add blockwise FP8 roofline benchmark
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Rename Sparse2x4CUTLASSFloat8Tensor to Float8Sparse2x4_2DData2DMetadataTensor (#4343)
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#4343
opened Apr 27, 2026 by
bbeckca
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[xpu][test] Enable MoE MX format kernels and tensor tests for Intel XPU
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fix(tests): honor parametrized dtype in test_autotuner; correct SQNR var in test_integration error msg
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#4340
opened Apr 26, 2026 by
Anai-Guo
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fix: parametrized dtype silently overridden in test_autotuner, error message wrong in test_integration
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#4338
opened Apr 26, 2026 by
tatavishnurao
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2 tasks
fix(benchmarks): raise-with-string, fd leak, unused arg, and typo (refs #4335)
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#4337
opened Apr 26, 2026 by
Anai-Guo
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Fix Int4WeightFakeQuantizer and Float8FakeQuantizer missing enabled attribute
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#4336
opened Apr 25, 2026 by
javierdejesusda
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fix: broken imports and bugs in benchmarks directory
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#4334
opened Apr 25, 2026 by
tatavishnurao
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4 tasks
fix: bugs and code quality improvements across prototype modules
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#4332
opened Apr 25, 2026 by
tatavishnurao
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4 tasks
[wip] perf improvements
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#4331
opened Apr 24, 2026 by
vkuzo
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Fix int8 dynamic activation quantization accuracy regression from v2 tensor migration
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module: inference
quantize_ api inference flow
#4326
opened Apr 24, 2026 by
haotongzou
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fix(fp8_fa3): remove broken import and fix setup_fp8_fa3 signature
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#4324
opened Apr 23, 2026 by
Anai-Guo
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docs(finetuning): replace TorchTune QAT section with Unsloth
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#4312
opened Apr 21, 2026 by
Anai-Guo
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3 tasks
docs(qat): update supported configs list, fix unclickable link, add blog ref
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#4305
opened Apr 21, 2026 by
Anai-Guo
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[test][xpu] Fix RuntimeError for nf4 cases after the running of test_float8_tensor.py
ciflow/xpu
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module: not user facing
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topic: for developers
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xpu
Intel XPU related features
#4298
opened Apr 19, 2026 by
zxd1997066
Contributor
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fix(utils): propagate non_blocking in TorchAOBaseTensor._to_copy and _get_to_kwargs
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module: core
changes affecting multiple modules, e.g. base config/tensor, observers, quant ops
#4297
opened Apr 19, 2026 by
Dev-next-gen
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