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Pull requests: pytorch/ao
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[PT2E] Run weight observer eagerly for dynamic quant
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module: not user facing
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module: pt2e_quant
pt2 export quantization (prepare_pt2e, convert_pt2e, quantizer)
#4307
opened Apr 21, 2026 by
Xia-Weiwen
Collaborator
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Draft
[mxfp8 moe training] integrate 1x32 cutedsl quantization kernel
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#4306
opened Apr 21, 2026 by
danielvegamyhre
Contributor
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docs(qat): update supported configs list, fix unclickable link, add blog ref
#4305
opened Apr 21, 2026 by
Anai-Guo
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[ROCm] test(moe): skip jagged rowwise scales test.
ciflow/rocm-mi300
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module: rocm
#4304
opened Apr 20, 2026 by
jagadish-amd
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[wip] gptq + nvfp4 e2e test
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#4303
opened Apr 20, 2026 by
vkuzo
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hook up gptq prototype to nvfp4
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#4302
opened Apr 20, 2026 by
vkuzo
Contributor
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[X86] Bug fixes and refinements in da8w4/float8 linear kernels
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cpu
module: not user facing
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#4301
opened Apr 20, 2026 by
Xia-Weiwen
Collaborator
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docs: fix Int8Tensor row in Tensor Subclasses list-table
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#4299
opened Apr 20, 2026 by
MukundaKatta
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[test][xpu] Adjust the test sequence for Intel GPU CI
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#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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#4297
opened Apr 19, 2026 by
Dev-next-gen
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small fix to low precision attention benchmarking to force baseline contexts
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#4296
opened Apr 18, 2026 by
howardzhang-cv
Contributor
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add FSDP and TP tests for Float8BlockwiseLinear
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module: training
quantize_ api training flow
#4295
opened Apr 17, 2026 by
iamzainhuda
Contributor
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Move collect_producer_nodes to graph_utils.py
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#4294
opened Apr 17, 2026 by
tom-arm
Contributor
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[mxfp8 moe training] fuse dynamic per-group padding into cutedsl 2d mxfp8 quant kernel
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#4293
opened Apr 17, 2026 by
MagellaX
Contributor
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basic enablement for mxfp8 and mxfp4 inference on AMD MI350x
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module: inference
quantize_ api inference flow
#4290
opened Apr 16, 2026 by
vkuzo
Contributor
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Add iterative reweighting to PruneOptimizer
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#4283
opened Apr 15, 2026 by
lisjin
Contributor
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[AARCH64] Enable MKLDNN Backend for Int8DynamicActivationInt8WeightConfig() on ARM
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#4281
opened Apr 15, 2026 by
agrawal-aka
Contributor
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Add Sparse2x4HIPSPARSELTFloat8Tensor (#4277)
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fb-exported
meta-exported
module: rocm
#4277
opened Apr 14, 2026 by
bbeckca
Contributor
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[ROCm] Add MXFP8 training support for gfx950 (MI355X)
ciflow/rocm-mi300
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module: rocm
[xpu][mx][test] Enable mx serialization tests on xpu
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#4272
opened Apr 13, 2026 by
ugolowic
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[xpu][mx] Fix NaN scale propagation in RCEIL triton kernel
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#4271
opened Apr 13, 2026 by
ugolowic
Contributor
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[optim] Add GrokAdamW optimizer with low-bit quantization support
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#4270
opened Apr 13, 2026 by
vaibhavhariram
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Add torch.uint16, torch.uint32
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#4269
opened Apr 12, 2026 by
Freed-Wu
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Add reduce_range to avoid overflow in int8 tensor
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#4266
opened Apr 10, 2026 by
cyxlily
Contributor
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Support 32x32 scaling for weights in MXFP8 weight quantization kernel
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module: training
quantize_ api training flow
moe
mx
#4254
opened Apr 9, 2026 by
alexsamardzic
Collaborator
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