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Pull requests: pytorch/ao
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fix float8 training benchmarks on AMD
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topic: not user facing
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#2737
opened Aug 11, 2025 by
vkuzo
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torchao.float8: update with AMD MI300X benchmark results
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topic: documentation
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#2736
opened Aug 11, 2025 by
vkuzo
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[draft] Add float8 FakeQuantizeConfig and FakeQuantizer
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topic: new feature
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#2735
opened Aug 11, 2025 by
andrewor14
•
Draft
[moe training] use custom ops instead of wrap_triton for fp8 rowwise kernels
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#2734
opened Aug 11, 2025 by
danielvegamyhre
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[moe training] update tests for torchtitan moe refactor
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#2733
opened Aug 11, 2025 by
danielvegamyhre
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Add IntxUnpackedTensor
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#2732
opened Aug 11, 2025 by
metascroy
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Remove meta linear operation in cpp.
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#2731
opened Aug 11, 2025 by
szyszyzys
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[fp8 blockwise training] improve fp8 blockwise gemm perf; add GEMM bench script
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#2730
opened Aug 11, 2025 by
danielvegamyhre
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refactor common used toy model
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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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FbgemmConfig
with Int4WeightOnlyConfig
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#2727
opened Aug 10, 2025 by
namgyu-youn
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Add CPP version of bitpacking.
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#2725
opened Aug 8, 2025 by
szyszyzys
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topic: improvement
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export_for_training
with torch.export.export
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#2724
opened Aug 8, 2025 by
andrewor14
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Update quantization overview and contributor guide doc
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topic: documentation
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#2723
opened Aug 8, 2025 by
jerryzh168
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Remove old This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
topic: bc-breaking
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change_linear_weights_to_*
APIs
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#2721
opened Aug 8, 2025 by
andrewor14
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Drop support for PyTorch 2.5 and before
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topic: improvement
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#2720
opened Aug 8, 2025 by
andrewor14
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Let quantizers add custom meta data to GraphModule
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#2711
opened Aug 7, 2025 by
per
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topic: not user facing
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optional_tensor_names
in TorchAOBaseTensor
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#2710
opened Aug 7, 2025 by
jerryzh168
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Enable Unit Testing and CI for XPU
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[not for land] float8 debug recipe for float8 rowwise fwd and hp bwd
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#2708
opened Aug 7, 2025 by
vkuzo
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Track API usage
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topic: improvement
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#2706
opened Aug 6, 2025 by
andrewor14
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Add meta function for linear operation (groupwise lut kernel).
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#2704
opened Aug 6, 2025 by
szyszyzys
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Add test function for the group wise lut quantization
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#2703
opened Aug 6, 2025 by
szyszyzys
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Add __init__.py for group wise lut quantization package
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#2702
opened Aug 6, 2025 by
szyszyzys
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[not for land] debug accuracy logging for float8 training
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#2701
opened Aug 6, 2025 by
vkuzo
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