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Pull requests: pytorch/ao
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fix fb-built pytorch cannot use fp16 2:4 sparsity (#4280)
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fb-exported
meta-exported
module: inference
quantize_ api inference flow
#4280
opened Apr 14, 2026 by
ZihaoLiu0927
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Fix race condition in mxfp8 CUDA kernels
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#4278
opened Apr 14, 2026 by
lw
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Add Sparse2x4CUSPARSELTFloat8Tensor (#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)
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module: rocm
#4275
opened Apr 14, 2026 by
indianspeedster
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[xpu][mx][test] Enable mx serialization tests on xpu
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#4272
opened Apr 13, 2026 by
ugolowic
Contributor
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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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fix(docs): correct image path
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module: not user facing
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#4268
opened Apr 12, 2026 by
itsPronay
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Fix DTensor errors in PruneOptimizer, add iterative reweighting
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module: not user facing
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#4267
opened Apr 10, 2026 by
lisjin
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Add reduce_range to avoid overflow in int8 tensor
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module: not user facing
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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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[nvfp4 training] add autograd support for NVFP4 emulated grouped GEMM
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#4252
opened Apr 9, 2026 by
roycho96
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[xpu][mx] Enable mx matmul tests on xpu
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#4251
opened Apr 8, 2026 by
ugolowic
Contributor
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[ROCm] Switch CI to allowlist of validated tests
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module: not user facing
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module: rocm
topic: rocm
#4248
opened Apr 7, 2026 by
brucechanglongxu
Contributor
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[nvfp4_training] Add Triton kernel for global amax of columnwise RHT (SM90+)
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module: training
quantize_ api training flow
nvfp4
#4247
opened Apr 7, 2026 by
rdspring1
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2 tasks
Build GPU profile benchmark
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module: inference
quantize_ api inference flow
topic: for developers
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#4244
opened Apr 6, 2026 by
namgyu-youn
Contributor
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5 tasks
add gptq algorithm diagram
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module: not user facing
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#4237
opened Apr 3, 2026 by
vkuzo
Contributor
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[test] Refactor test_quant_api to use shared ToyTwoLinearModel
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#4236
opened Apr 3, 2026 by
abhinav-TB
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Add deprecation warning for BlockSparseWeightConfig (#4230)
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module: deprecation
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#4232
opened Apr 3, 2026 by
jerryzh168
Contributor
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fix blockwise FP8 scaled_mm scale layout in Float8BlockwiseLinear
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module: training
quantize_ api training flow
Fix #4106: ./test/float8/test_everything_multi_gpu.sh failing in 4xH1...
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#4222
opened Apr 2, 2026 by
JiwaniZakir
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Add aten.view.dtype dispatch to optim state subclasses
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module: training
quantize_ api training flow
#4216
opened Apr 1, 2026 by
winglian
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[xpu][mx][test] Enable test_mx_tensor on xpu
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module: training
quantize_ api training flow
xpu
Intel XPU related features
#4214
opened Apr 1, 2026 by
ugolowic
Contributor
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[xpu][mx][test] Enable test_kernels on xpu
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module: training
quantize_ api training flow
xpu
Intel XPU related features
#4213
opened Apr 1, 2026 by
ugolowic
Contributor
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