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Pull requests: pytorch/ao
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Fix wrong type annotations
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#3974
opened Mar 2, 2026 by
Freed-Wu
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Add fused FP8 rowwise scale+cast kernel for MoE forward pass
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module: training
quantize_ api training flow
moe
#3973
opened Mar 2, 2026 by
lizamd
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2 of 3 tasks
Optimize FP8 colwise scales kernel for AMD GPUs in MoE backward pass
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moe
mx
#3972
opened Mar 2, 2026 by
lizamd
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3 of 4 tasks
Support conv_transpose2d
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#3971
opened Mar 1, 2026 by
Freed-Wu
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Support kwargs for conv
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#3970
opened Mar 1, 2026 by
Freed-Wu
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Support PerTensor for IntxWeightOnlyConfig
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#3969
opened Mar 1, 2026 by
Freed-Wu
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[WIP] unified tensor subclass for training
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#3968
opened Feb 28, 2026 by
danielvegamyhre
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fix: fix a typo
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#3962
opened Feb 27, 2026 by
Freed-Wu
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Add pre-quantized activation support to MXFP8 grouped GEMM (_to_mxfp8_then_scaled_grouped_mm)
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moe
mx
topic: improvement
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#3961
opened Feb 27, 2026 by
MagellaX
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Add FA4 monkey-patch path for low-precision attention
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topic: new feature
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#3960
opened Feb 27, 2026 by
howardzhang-cv
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Draft
Add FP8 FA3 low-precision attention with monkey-patch SDPA path
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topic: new feature
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#3959
opened Feb 27, 2026 by
howardzhang-cv
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Patch nightly Linux AArch64-specific wheel build
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#3954
opened Feb 26, 2026 by
puneetmatharu
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Fix float8 int4 transform to use parameter_name instead of hardcoded module.weight
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module: qat
quantize_ api qat flow
topic: bug fix
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#3953
opened Feb 26, 2026 by
petrex
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3 tasks done
Fix operator precedence bug in is_Navi4() GPU detection
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#3951
opened Feb 25, 2026 by
brucechanglongxu
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3 tasks done
Add better debug print for failed prepare
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fb-exported
meta-exported
#3950
opened Feb 25, 2026 by
JakeStevens
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[mxfp8 training] remove mxfp8 from MXLinear and MXLinearConfig
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module: training
quantize_ api training flow
mx
#3949
opened Feb 25, 2026 by
danielvegamyhre
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[mxfp8 training] unified MXFP8TrainingConfig and MXFP8TrainingTensor
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module: training
quantize_ api training flow
moe
mx
#3948
opened Feb 25, 2026 by
danielvegamyhre
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Add FA4 fp8 backend to low precision attention api
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topic: new feature
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#3947
opened Feb 25, 2026 by
howardzhang-cv
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Draft
Add RunningAbsMaxSmoothQuantObserver for memory-efficient calibration
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meta-exported
#3946
opened Feb 25, 2026 by
jcaip
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[ROCm] Enable float8 utils and base tests on ROCm
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module: rocm
#3942
opened Feb 24, 2026 by
brucechanglongxu
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[ROCm] Enable affine quantized, quant API, and integration tests on ROCm
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module: rocm
#3941
opened Feb 24, 2026 by
brucechanglongxu
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[ROCm] Remove redundant ROCm test skips in NF4 and use accelerator-ag…
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module: rocm
#3940
opened Feb 24, 2026 by
brucechanglongxu
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[ROCm] Enable low-bit optimizer tests on ROCm
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module: rocm
#3939
opened Feb 24, 2026 by
brucechanglongxu
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lowbit linear weight packing and shared embedding on x86
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#3938
opened Feb 24, 2026 by
JacobSzwejbka
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Add MXFP4 support for GPTQ quantization and separate eval script
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#3935
opened Feb 23, 2026 by
jcaip
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