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Pull requests: pytorch/ao
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[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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[moe training] use llama4 shapes for kernel benchmarks
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topic: not user facing
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#2756
opened Aug 13, 2025 by
danielvegamyhre
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[WIP] TorchAO model release script
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#2755
opened Aug 13, 2025 by
jerryzh168
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Update Int4WeightOnlyConfig VERSION argument
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#2754
opened Aug 12, 2025 by
jerryzh168
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Update AWQ implementation to not use extra wrapper tensor subclass
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#2753
opened Aug 12, 2025 by
jerryzh168
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[moe training] fix scaling type bug; refactor distributed tests
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#2749
opened Aug 12, 2025 by
danielvegamyhre
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Fix setup develop
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#2748
opened Aug 12, 2025 by
metascroy
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[WIP] simple MoE inference API
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#2744
opened Aug 12, 2025 by
vkuzo
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Allow per-group quantizers in QuantOptimizer, fix state_dict
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topic: improvement
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#2743
opened Aug 12, 2025 by
lisjin
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Refactor packed intx tensor to remove AQT
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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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Add float8 FakeQuantizeConfig and FakeQuantizer
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topic: new feature
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#2735
opened Aug 11, 2025 by
andrewor14
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[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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[fp8 blockwise training] improve fp8 blockwise gemm perf; add GEMM bench script
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#2730
opened Aug 11, 2025 by
danielvegamyhre
•
Draft
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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Add CPP version of bitpacking.
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#2725
opened Aug 8, 2025 by
szyszyzys
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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 test function for the group wise lut quantization
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#2703
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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