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Pull requests: pytorch/ao
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Vectorize complete Arm NEON quantization blocks
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#4905
opened Sep 16, 2026 by
JacobSzwejbka
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Draft
Fix FqnToConfig param regex None overridden by later patterns
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module: inference
quantize_ api inference flow
#4902
opened Sep 15, 2026 by
gaurav-redhat
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fix(quant_api): prevent IndexError in _fqn_to_config_handler when multiple parameter FQNs are None (#4818)
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#4901
opened Sep 15, 2026 by
somuai
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Fix output addressing race in the jagged rowwise fp8 scales kernel
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#4900
opened Sep 14, 2026 by
mark14wu
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[moe_training] Add a fused 1x32 + 32x1 MXFP8 quantization kernel
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#4895
opened Sep 14, 2026 by
protonu
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Make quantize_ MoE-aware with staged Int4 expert auto-targeting
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docs: add Simplified Chinese translation (README.zh.md)
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#4892
opened Sep 13, 2026 by
JasonYeYuhe
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[a16-support] Add asymmetric A16 fake quantization
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meta-exported
module: qat
quantize_ api qat flow
#4891
opened Sep 11, 2026 by
insoochung
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[a16-support] Document repeatable static A16W4 QAT workflow
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meta-exported
module: qat
quantize_ api qat flow
#4890
opened Sep 11, 2026 by
insoochung
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[a16-support] Preserve dynamic W4 scale gradients
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meta-exported
module: qat
quantize_ api qat flow
#4889
opened Sep 11, 2026 by
insoochung
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[a16-support] Add calibration range exchange
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meta-exported
module: qat
quantize_ api qat flow
#4888
opened Sep 11, 2026 by
insoochung
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[a16-support] Add static activation calibration
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meta-exported
module: qat
quantize_ api qat flow
#4887
opened Sep 11, 2026 by
insoochung
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Support MXTensor cat for shared-input linear fusion
ciflow/xpu
label used to trigger xpu CI jobs
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module: inference
quantize_ api inference flow
xpu
Intel XPU related features
#4882
opened Sep 11, 2026 by
lchen2331
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Make float8 autograd Function allow_in_graph opt-in via config
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module: training
quantize_ api training flow
#4879
opened Sep 10, 2026 by
vkuzo
Contributor
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Fix PT2E Quick Start guide example so it runs as documented
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#4878
opened Sep 10, 2026 by
Sanjays2402
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Fix scalar collapse for all-ones block_size in tinygemm / dont_preserve_zero qparams
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#4871
opened Sep 8, 2026 by
TusharND12
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fix(float8): handle aten.abs and amax-path ops in Float8TrainingTensor dispatch
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module: training
quantize_ api training flow
#4870
opened Sep 7, 2026 by
somuai
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Make Int8 and Float8 weight-only reapplication safe
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#4869
opened Sep 6, 2026 by
yashb98
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Add generalized int1-int8 weight-only MPS quantization with simdgroup GEMM
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#4868
opened Sep 4, 2026 by
mspinelli
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Warn when Int4WeightOnlyConfig uses the PLAIN packing format
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#4867
opened Sep 4, 2026 by
fletchers16
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Optimize Arm NEON W3A8 decode
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cpu
module: core
changes affecting multiple modules, e.g. base config/tensor, observers, quant ops
#4859
opened Aug 31, 2026 by
JacobSzwejbka
Contributor
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Parallelize low-bit prefill activation packing
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module: core
changes affecting multiple modules, e.g. base config/tensor, observers, quant ops
#4854
opened Aug 31, 2026 by
JacobSzwejbka
Contributor
•
Draft
[nvfp4 training][rl] Add the four-over-six grouped GEMM and dispatcher wiring
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#4853
opened Aug 31, 2026 by
wolfcomos
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[nvfp4 training][rl] Add a CuTe DSL fast-path kernel for four-over-six quantize
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#4852
opened Aug 31, 2026 by
wolfcomos
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[nvfp4 training][rl] Add the four-over-six NVFP4 dense training recipe
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#4851
opened Aug 31, 2026 by
wolfcomos
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