 ZhiyuandMichael Goin
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431535b522
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Enable modelopt gemma3 nvfp4/fp8, make workflow more robust (#22771)
Signed-off-by: Zhiyu Cheng <zhiyuc@nvidia.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2025-09-19 22:40:33 +00:00 |
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ddc9048394
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Fix: Correct FusedMoE layer reference in auto_round quantization (#24818)
Signed-off-by: David-Wen <18927700430@163.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2025-09-19 20:44:24 +00:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
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7852b82b93
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[Bugfix] GPT OSS Attritbute error on H100 (#25228)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
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2025-09-19 13:14:09 -06:00 |
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samzong
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138f0d1e75
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[Docs] add __init__.py to vllm/model_executor/layers/quantization/compressed_tensors/transform (#24974)
Signed-off-by: samzong <samzong.lu@gmail.com>
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2025-09-19 18:32:27 +00:00 |
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Michael Goin
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fbd6523ac0
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Refactor dense FP8 tensor/channel/block utils and add CT FP8 block (#21404)
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2025-09-18 08:53:45 -04:00 |
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bnellnm
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5963b98b46
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[Kernel] Delegate construction of FusedMoEQuantConfig to FusedMoEMethodBase subclasses (#22537)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2025-09-17 17:43:31 -06:00 |
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haoyangli-amdandHaoyang Li
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ca2d1925ef
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[Rocm] [quantization] Fix quark ptpc moe and add test case (#24649)
Signed-off-by: Haoyang Li <lihaoyang0109@gmail.com>
Co-authored-by: Haoyang Li <haoyang.li@amd.com>
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2025-09-16 22:15:13 -07:00 |
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cef32104b4
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[FP8] Extend per-token-group quantization support to QuantFP8 (#24342)
Signed-off-by: Tahsin Tunan <tahsintunan@gmail.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>
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2025-09-16 18:31:06 -07:00 |
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Michael GoinandWentao Ye
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dbebb7f812
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[Perf] Reuse workspace for FP8+FP4 Marlin MoE (#20500)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2025-09-16 15:45:10 -06:00 |
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3053a22b33
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fp8 kv cache support fix for torch.compile (#22758)
Signed-off-by: Aleksandr Malyshev <maleksan@amd.com>
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
Co-authored-by: Aleksandr Malyshev <maleksan@amd.com>
Co-authored-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
Co-authored-by: Gregory Shtrasberg <156009573+gshtras@users.noreply.github.com>
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2025-09-16 21:27:11 +00:00 |
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Gregory Shtrasberg
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2891603efd
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[ROCm][Bugfix] Fix the case where there's bias (#24895)
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
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2025-09-15 20:05:12 -06:00 |
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Kyle Sayers
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a0b26701c9
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[Transform] Deterministic Hadacore Transforms (#24106)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
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2025-09-15 12:59:31 -06:00 |
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Didier Durand
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4979eb79da
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[Doc]: fix typos in various files (#24821)
Signed-off-by: Didier Durand <durand.didier@gmail.com>
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2025-09-15 01:08:52 -07:00 |
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Wentao YeandRobert Shaw
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fc2dbcda8b
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[Perf] Fix DeepGEMM Contiguous Layout Issue, 5.5% Throughput Improvement (#24783)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
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2025-09-14 11:20:17 -04:00 |
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Matthew Bonanni
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7ba32aa60b
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[Attention][FlashInfer] Enable FP8 FlashInfer (TRTLLM) MLA decode (#24705)
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
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2025-09-12 15:45:53 -06:00 |
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Hyogeun Oh (오효근)
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41f17bf290
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[Docs] Fix warnings in mkdocs build (continued) (#24740)
Signed-off-by: Zerohertz <ohg3417@gmail.com>
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2025-09-12 06:43:15 -07:00 |
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Wentao Ye
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fcba05c435
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[Bug] Fix Layer weight_block_size Assertion Issue (#24674)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-09-11 19:47:59 -04:00 |
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Michael GoinandWentao Ye
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c3aea10dc8
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[Perf] Use upstream CUTLASS for SM90 Block FP8 kernel (#23280)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2025-09-11 15:43:14 -07:00 |
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074854b24f
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[Kernel][B200] mxfp4 fused cutlass moe (#23696)
Signed-off-by: Duncan Moss <djm.moss@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2025-09-11 17:04:56 -04:00 |
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Wentao Ye
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a892b259b4
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[Doc] Remove Useless Comments (#24687)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-09-11 12:25:47 -07:00 |
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Jerry Zhang
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2048c4e379
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[torchao] Support quantization configs using module swap (#21982)
Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
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2025-09-10 23:53:24 -07:00 |
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9a161307f5
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[torch.compile][ROCm][V1] Enable attention output FP8 fusion for V1 attention backends (#19767)
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
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2025-09-10 13:59:55 -07:00 |
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tomeras91andCyrus Leung
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08abfa78ec
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[Bugfix] fix modelopt exclude_modules name mapping (#24178)
Signed-off-by: Tomer Asida <57313761+tomeras91@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2025-09-10 10:20:46 -07:00 |
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ccee371e86
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[Docs] Fix warnings in mkdocs build (continued) (#24092)
Signed-off-by: Zerohertz <ohg3417@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2025-09-10 06:23:28 -07:00 |
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RoadToNowhereXandWentao Ye
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c0bd6a684a
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Fix Auto_Round Quatization Loading on SM75 and Lower GPUs (#24217)
Signed-off-by: RoadToNowhereX <37441177+RoadToNowhereX@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2025-09-10 06:22:31 -07:00 |
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Wei
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0efdb5c3ba
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[gpt-oss] Cache permute indices for faster MXFP4 MoE layer loading (#24154)
Signed-off-by: Wei Wei <wwei6@meta.com>
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2025-09-10 04:27:53 +00:00 |
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Didier Durand
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f4962a6d55
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[Doc]: fix typos in Python comments (#24417)
Signed-off-by: Didier Durand <durand.didier@gmail.com>
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2025-09-08 00:22:16 -07:00 |
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Woosuk Kwon
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4172235ab7
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[V0 deprecation] Deprecate V0 Neuron backend (#21159)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2025-09-06 16:15:18 -07:00 |
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Isotr0py
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00a4e56d8d
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[Bugfix] Fix broken deepseek fp8 TP weights loading (#24367)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-09-06 09:23:12 -07:00 |
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Didier DurandandWentao Ye
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35bf193864
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[Doc]: fix typos in Python comments (#24294)
Signed-off-by: Didier Durand <durand.didier@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2025-09-05 19:41:12 -07:00 |
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83609ca91d
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[Doc]: fix typos in Python comments (#24173)
Signed-off-by: Didier Durand <durand.didier@gmail.com>
Co-authored-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2025-09-04 08:52:17 -07:00 |
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nvjullinandLuka Govedič
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37241077d5
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[Misc] Removed force_fp8_e4m3fnuz from FP8LinearOp (#23725)
Signed-off-by: Julien Lin <jullin@nvidia.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
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2025-09-04 09:25:40 -04:00 |
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bnellnm
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e9b92dcd89
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[Kernels] Overlap shared experts with send/recv (#23273)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2025-09-03 12:35:18 -04:00 |
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Didier Durand
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02d411fdb2
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[Doc]: fix typos in Python comments (#24115)
Signed-off-by: Didier Durand <durand.didier@gmail.com>
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2025-09-02 21:14:07 -07:00 |
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Didier Durand
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d7e1e59972
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[Doc]: fix typos in Python comments (#24093)
Signed-off-by: Didier Durand <durand.didier@gmail.com>
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2025-09-02 21:05:45 -07:00 |
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co63oc
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1bd007f234
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fix some typos (#24071)
Signed-off-by: co63oc <co63oc@users.noreply.github.com>
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2025-09-02 20:44:50 -07:00 |
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Kyle Sayers
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1c41310584
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[Bugfix] Fix transform_config parsing in Compressed Tensors (#23945)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
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2025-09-02 13:54:10 -04:00 |
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Yan MaandQiming Zhang
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7be0cb8e9e
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[XPU][Feature] fp8 online quantization support for XPU (#23148)
Signed-off-by: Yan Ma <yan.ma@intel.com>
Co-authored-by: Qiming Zhang <qiming1.zhang@intel.com>
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2025-09-02 04:06:53 +00:00 |
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Didier DurandandJee Jee Li
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0235103cbb
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[Doc]: fix typos in Python comments (#24042)
Signed-off-by: Didier Durand <durand.didier@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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2025-09-01 19:07:45 -07:00 |
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acc1a6e10a
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Fix the bug related to loading GPTP INT3 weights. (#23328)
Signed-off-by: JunHowie <JunHowie@aliyun.com>
Co-authored-by: JunHowie <JunHowie@aliyun.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-09-01 05:39:57 +00:00 |
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JartXandIsotr0py
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183a70967a
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[BUGFIX] GPTQ quantization compatibility for Qwen3 MOE models (AutoGPTQ and AutoRound-GPTQ) (#23994)
Signed-off-by: JartX <sagformas@epdcenter.es>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-09-01 03:33:40 +00:00 |
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8fb85b7bb6
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Add routed_scaling_factor to MoE grouped topk (#23123)
Signed-off-by: Xin Yang <xyangx@amazon.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2025-08-29 21:36:48 -07:00 |
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Michael Goin
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b7adf94c4a
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Tuned H100/H200 triton fp8 block configs for fused_qkv_a_proj (#23939)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-08-29 10:28:35 -07:00 |
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16a45b3a28
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[NVIDIA] Support SiluMul + NVFP4 quant fusion (#23671)
Signed-off-by: jindih <jindih@nvidia.com>
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
Co-authored-by: jindih <jindih@nvidia.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Luka Govedic <lgovedic@redhat.com>
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2025-08-28 19:36:50 +00:00 |
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Po-Han Huang (NVIDIA)
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95089607fa
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[Model][gpt-oss] Support DP+EP for GPT-OSS with FlashInfer trtllm-gen MoE (#23819)
Signed-off-by: Po-Han Huang <pohanh@nvidia.com>
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2025-08-28 06:56:20 -07:00 |
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Didier Durand
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d3da2eea54
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[Doc]: fix typos in Python scripts (#23828)
Signed-off-by: Didier Durand <durand.didier@gmail.com>
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2025-08-28 05:37:38 -07:00 |
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JartXandMichael Goin
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3462c1c522
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[FIXBUG] Add return_success parameter to moe_wna16_weight_loader function (#22797)
Signed-off-by: JartX <sagformas@epdcenter.es>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2025-08-28 09:03:22 +00:00 |
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Kyle Sayers
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22feac8e95
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[Transform] [Quantization] Add transforms to compressed tensors (#22486)
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2025-08-28 02:43:48 -04:00 |
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Michael Goin
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a781e84ec2
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[Perf] Tune configs for triton block fp8 gemm H100/H200 (#23748)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-08-28 11:12:53 +08:00 |
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Michael Goin
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f9ca2b40a0
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[Bugfix] Fix Marlin NVFP4 for modelopt (#23659)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-08-27 17:48:16 -04:00 |
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