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Pull requests: pytorch/ao
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Xpu ut/float8
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[CPU] Introduce Int4WoqCpuTensor to replace Int4CPULayout in AQT
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topic: new feature
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#2798
opened Aug 19, 2025 by
Xia-Weiwen
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Xpu ut/dtypes
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Xpu ut/quantization
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Fix batch norm folding in This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
pt2e_quant
pt2 export quantization (prepare_pt2e, convert_pt2e)
topic: improvement
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prepare_pt2e
for multiple conv->BN chains sharing the same conv weights
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#2795
opened Aug 19, 2025 by
subhankarpal
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Refactor TorchAOBaseTensor for better BC support
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topic: for developers
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#2793
opened Aug 18, 2025 by
jerryzh168
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Add load and run tests for checkpoints that we want to have BC
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topic: not user facing
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#2792
opened Aug 18, 2025 by
jerryzh168
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Add Int4TensorCoreTilePackedTensor
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topic: not user facing
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#2791
opened Aug 18, 2025 by
jerryzh168
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fix incorrect torch version test
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#2786
opened Aug 18, 2025 by
namgyu-youn
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[WIP] integrate torch._scaled_mm into Float8BlockwiseLinear and add bench script
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#2785
opened Aug 17, 2025 by
danielvegamyhre
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Draft
bench torch._scaled_mm for fp8 blockwise with llama4 shapes
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topic: not user facing
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#2784
opened Aug 16, 2025 by
danielvegamyhre
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Fixes build for MXFP8 quantize
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#2781
opened Aug 15, 2025 by
syed-ahmed
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Move codebook (LUT) generation methods into common utils. Update functions be more compatible with coreml.
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fb-exported
#2772
opened Aug 15, 2025 by
szyszyzys
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[not for land] repro for slow inductor codegen in bwd
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topic: not user facing
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#2768
opened Aug 14, 2025 by
danielvegamyhre
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Draft
[moe training] fix uncoalesced global accesses in per group rowwise scaling kernel
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topic: not user facing
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#2761
opened Aug 13, 2025 by
danielvegamyhre
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Draft
[WIP]Enable MOE int4 quant on XPU
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#2758
opened Aug 13, 2025 by
liangan1
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fix(quantization): update model reference when top-level module is qu…
#2757
opened Aug 13, 2025 by
MengAiDev
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[WIP] TorchAO model release script
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topic: not user facing
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#2755
opened Aug 13, 2025 by
jerryzh168
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Update AWQ implementation to not use extra wrapper tensor subclass
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topic: not user facing
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#2753
opened Aug 12, 2025 by
jerryzh168
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[WIP] simple MoE inference API
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topic: not user facing
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#2744
opened Aug 12, 2025 by
vkuzo
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Introduce IntxTilePackedTensor to replace PackedInt8DynamicActivationIntxWeightLayout in AQT
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topic: not user facing
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#2742
opened Aug 12, 2025 by
metascroy
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Add benchmarking and testing for blockwise fp8 GEMM using Triton and …
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#2740
opened Aug 12, 2025 by
romanwu10
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refactor common used toy model
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topic: not user facing
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#2729
opened Aug 11, 2025 by
namgyu-youn
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Make SmoothQuant more General
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#2728
opened Aug 11, 2025 by
namgyu-youn
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Enable Unit Testing and CI for XPU
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