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Pull requests: pytorch/ao
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adding Int8 weight only and dynamic configs to safetensors
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topic: improvement
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#3474
opened Dec 9, 2025 by
liangel-02
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make eval script also handle performance measurement
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topic: for developers
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#3473
opened Dec 9, 2025 by
vkuzo
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refactor accuracy eval script to be organized by hardware
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#3472
opened Dec 9, 2025 by
vkuzo
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use python version agnostic c++ extension for mxfp8_cuda
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topic: bug fix
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#3471
opened Dec 9, 2025 by
danielvegamyhre
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simplify accuracy eval
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#3470
opened Dec 9, 2025 by
vkuzo
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enable smoothquant for int8 static tensor
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topic: improvement
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#3468
opened Dec 8, 2025 by
jcaip
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Support HQQ for XPU/NPU int4 quantization
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topic: improvement
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#3465
opened Dec 8, 2025 by
namgyu-youn
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support int8 scaled embedding bag pattern match
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#3463
opened Dec 8, 2025 by
shiyang-weng
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Draft
Fix type annotation of _choose_qparams_affine/gguf(): input = None
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#3461
opened Dec 6, 2025 by
Freed-Wu
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Fix #3458, correct min_val and max_val
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#3460
opened Dec 6, 2025 by
Freed-Wu
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Fix bug of _quantize_affine_no_dtype_cast() when zero_point is None
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#3459
opened Dec 6, 2025 by
Freed-Wu
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Add nightly regression tests for CUDA 12.8 and 12.9 on H100/A100
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topic: not user facing
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#3448
opened Dec 5, 2025 by
jainapurva
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Draft
Align _choose_qparams_affine with _choose_scale_float8 behavior
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#3447
opened Dec 5, 2025 by
AryanBagade
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Remove unused exception parameter from multifeed/recommendation_platform/corpus/backfill/BackfillMain.cpp
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fb-exported
meta-exported
module: rocm
#3445
opened Dec 5, 2025 by
r-barnes
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[bc-breaking] update default int8 tensor version to v2
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topic: bc-breaking
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#3441
opened Dec 5, 2025 by
jcaip
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use the float4 dtype in mxfp4 and nvfp4 tensors
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topic: not user facing
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#3440
opened Dec 4, 2025 by
vkuzo
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Update shapes in microbenchmarks to reflect more realistic data
ciflow/benchmark
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#3438
opened Dec 4, 2025 by
jainapurva
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Add support for MXFP8 All gather
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topic: improvement
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#3435
opened Dec 4, 2025 by
avizon-aws
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[reland][xpu][test] Port 2 test/prototype/test_{parq, quantized_training} UT files to intel XPU
ci-no-td
ciflow/xpu
label used to trigger xpu CI jobs
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topic: for developers
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xpu
Intel XPU related features
#3434
opened Dec 4, 2025 by
zxd1997066
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[WIP] Merge all model eval scripts together
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#3430
opened Dec 3, 2025 by
jainapurva
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Draft
Add pruning-aware training in torchao.prototype.pat
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topic: new feature
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#3429
opened Dec 3, 2025 by
lisjin
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not for land: vllm bench for mxfp8
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#3426
opened Dec 3, 2025 by
vkuzo
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[xpu][test] Port test_float8_utils.py and test_hqq_affine.py UT files to intel XPU
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xpu
Intel XPU related features
#3424
opened Dec 3, 2025 by
zxd1997066
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[xpu][test] Port 2 test/prototype/test_{nvfp4_tensor, spinquant} UT files to intel XPU
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#3423
opened Dec 3, 2025 by
zxd1997066
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Static smooth quant
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#3422
opened Dec 3, 2025 by
cyxlily
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