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66 Commits
Author SHA1 Message Date
TresandCursor f887aa1a53 [Aiter][ROCm] RMSNormGated+GroupedQuantFP8 fusion (#40710) 
Signed-off-by: Tres Popp <tres.popp@amd.com>
Signed-off-by: Tres Popp <trespopp@gmail.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-05-14 15:37:09 -04:00
Luka Govedič d58c42e19c [vLLM IR] 2/N fused_add_rms_norm and maybe_inplace overload (#36823) 
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2026-05-01 23:41:15 -04:00
Martin Hickey 3951d3eacd [MyPy] Enable mypy for vllm/model_executor/layers/ (#40159) 
Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com>
 2026-04-21 20:15:02 -07:00
Wentao Ye 16688b26a6 [Perf] Optimize batch invariant with fused rms norm, 2.1% E2E latency improvement (#40413) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-04-21 19:51:03 +00:00
Tao He 8936118134 [Qwen][Bugfix] Fixes sigmoid activation in torch impl of RMSNormGated. (#40245) 
Signed-off-by: Tao He <linzhu.ht@alibaba-inc.com>
 2026-04-20 04:28:19 +00:00
Jiangyun ZhuandLuka Govedič 8060bb0333 [vLLM IR] rework gemma_rms_norm (#39014) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2026-04-07 01:37:00 -07:00
Robert Shaw 7d266abb22 Revert "[vLLM IR] gemma_rms_norm" (#38998) 2026-04-04 17:48:08 -04:00
Xiaoshuang Wang 156405d243 [vLLM IR] gemma_rms_norm (#38780) 
Signed-off-by: Icey <1790571317@qq.com>
 2026-04-04 13:55:52 -04:00
LinkunandLuka Govedič a88ce94bbb [IR][RmsNorm] pass None if not has_weight (#38961) 
Signed-off-by: Linkun Chen <github@lkchen.net>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2026-04-04 11:02:30 -04:00
Yan MaChendi XueKunshang Ji
 		ee3cf45739 [XPU] Initial support for GDN attention on Qwen3-next/Qwen3.5 (#33657) 
Signed-off-by: Yan Ma <yan.ma@intel.com>
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
Co-authored-by: Chendi Xue <chendi.xue@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
 2026-04-03 08:59:11 +08:00
Luka GovedičXinyu ChenChaojun ZhangLuka Govedič
 		40bb175027 [vLLM IR] 1/N Implement IR skeleton and rms_norm op (#33825) 
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Xinyu Chen <xinyu1.chen@intel.com>
Signed-off-by: chzhang <chaojun.zhang@intel.com>
Signed-off-by: Luka Govedic <luka.govedic@gmail.com>
Co-authored-by: Xinyu Chen <xinyu1.chen@intel.com>
Co-authored-by: Chaojun Zhang <chaojun.zhang@intel.com>
Co-authored-by: Luka Govedič <ProExpertProg@h100-01.nemg-001.lab.rdu2.dc.redhat.com>
 2026-03-31 22:15:05 -04:00
RanranandWentao Ye dc6908ac6a [Bugfix] Register VLLM_BATCH_INVARIANT in envs.py to fix spurious unknown env var warning (#35007) 
Signed-off-by: Ranran <1012869439@qq.com>
Signed-off-by: Ranran <hzz5361@psu.edu>
Signed-off-by: ran <hzz5361@psu.edu>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2026-03-23 18:31:14 -04:00
Kunshang Ji 53ec16a705 [Hardware] Replace torch.cuda.device_count/current_device/set_device API (#36145) 
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
 2026-03-12 07:57:47 -07:00
haosdent 6290470843 [Bugfix] Fix dtype mismatch in RMSNormGated.forward_native() during torch.compile (#35256) 
Signed-off-by: haosdent <haosdent@gmail.com>
 2026-03-01 15:14:46 -05:00
TibandtibG 6467b635b6 [Bugfix] Add missing activation attr to RMSNormGated (#35423) 
Signed-off-by: tibG <naps@qubes.milou>
Co-authored-by: tibG <naps@qubes.milou>
 2026-02-27 12:53:35 +00:00
zofiaandKunshang Ji 516cf26698 [Bug] correct out dtype of rms_norm_gated native path (#35369) 
Signed-off-by: Zhu, Zufang <zufang.zhu@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
 2026-02-27 05:19:51 +00:00
Jiangyun Zhu ab87f85231 [Model] Ring 2.5 (#35102) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
 2026-02-26 02:17:11 -08:00
Laura WangandLu Fang 2465071510 [Perf] Add opt-in SM100 Oink RMSNorm custom-op path (#31828) 
Signed-off-by: Laura Wang <3700467+Laurawly@users.noreply.github.com>
Co-authored-by: Lu Fang <30275821+houseroad@users.noreply.github.com>
 2026-02-24 23:01:53 -08:00
Kunshang Ji e10604480b [XPU][1/N] Deprecate ipex and switch to vllm-xpu-kernels for xpu platform (#33379) 
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
 2026-02-02 22:46:10 -08:00
Andreas Karatzas a8eb1182f1 [CI][Models] Add VLM Support for Sequence Classification Conversion (#32885) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-01-23 16:22:51 +08:00
Shanshan Shen 08d954f036 [Doc] Add developer guide for CustomOp (#30886) 
Signed-off-by: shen-shanshan <467638484@qq.com>
 2026-01-09 16:21:11 +00:00
vllmellmandLuka Govedič f080a83511 [RFC][ROCm][AITER] Keep all AITER kernels in _aiter_ops class like _custom_ops and _ipex_ops (#24490) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-11-10 08:20:53 -08:00
Vadim Gimpelson b6a248bdd7 [PERF] Decouple projections from GDN custom op. Attempt 2 (#28083) 
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
 2025-11-05 17:01:12 -08:00
Vadim Gimpelson d4e547bb7e Revert "[PERF] Decouple projections from GDN custom op" (#28080) 
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
 2025-11-04 15:58:23 -08:00
Vadim Gimpelson 5fd8f02ea9 [PERF] Decouple projections from GDN custom op (#27512) 
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
 2025-11-04 08:11:41 -08:00
Isotr0py 6ac5e06f7c [Chore] Clean up pytorch helper functions in vllm.utils (#26908) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: isotr0py <2037008807@qq.com>
 2025-10-18 09:48:22 -07:00
Isotr0py 3125d79950 [Chore] Remove unused PolyNorm layer (#27110) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-10-17 19:03:43 +00:00
Luka Govedič bd7157a071 [torch.compile] Enable attention and allreduce fusion without custom ops enabled (#24604) 
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-10-17 08:10:23 -06:00
Bram Wasti b2f78cbad4 [small][batch invariance] Rename the env and internal flags to simplify usage (#26855) 
Signed-off-by: Bram Wasti <bwasti@meta.com>
 2025-10-16 21:40:25 +00:00
Bram WastiandWentao Ye 7d8975de84 Deepseek-v3 Batch Invariant on 8xH100 (#26609) 
Signed-off-by: Bram Wasti <bwasti@meta.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2025-10-15 22:06:02 -07:00
Harry Mellor 8fcaaf6a16 Update Optional[x] -> x | None and Union[x, y] to x | y (#26633) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-12 09:51:31 -07:00
Isotr0py 045b396d09 [Bugfix][CI/Build] Fix failing Mteb CI (#26638) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-10-12 02:42:42 -07:00
Harry Mellor b893d661b1 Fix per file ruff ignores related to simplification (#26259) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-05 20:31:53 +00:00
Harry Mellor d6953beb91 Convert formatting to use ruff instead of yapf + isort (#26247) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-05 07:06:22 -07:00
+6
Yongye ZhuChen ZhangyoukaichaoLucas WilkinsonRobert ShawLucas Wilkinsonyewentao256Wentao YemgoinLucia FangLucia FangNickLuccheSiyuan FuMatthew BonanniXiaozhu MengBarry Kang
 		fa7e254a7f [New Model] DeepSeek-V3.2 (Rebased to Main) (#25896) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
Signed-off-by: Lucia Fang <fanglu@meta.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Lucia Fang <116399278+luccafong@users.noreply.github.com>
Co-authored-by: Lucia Fang <fanglu@meta.com>
Co-authored-by: NickLucche <nlucches@redhat.com>
Co-authored-by: Siyuan Fu <siyuanf@nvidia.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Xiaozhu Meng <mxz297@gmail.com>
Co-authored-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
 2025-09-30 17:14:41 +08:00
Michael Goin 7361ab379f Remove redundant mutates_args and dispatch_key for direct_register_custom_op (#25512) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-09-23 22:48:40 +00:00
TaehyunKimWyldeCatJee Jee Li
 		9bd831f501 [Model] New model support for Motif-1-Tiny (#23414) 
Signed-off-by: ca1207 <ca1207zzz@gmail.com>
Signed-off-by: TaehyunKim <73943231+ca1207@users.noreply.github.com>
Co-authored-by: WyldeCat <skan1543@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-09-10 23:29:40 -07:00
vllmellm 7c195d43da [ROCm][Bugfix] Fix Aiter RMSNorm (#23412) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
 2025-09-10 21:08:03 +08:00
Woosuk Kwon 4de7146351 [V0 deprecation] Remove V0 HPU backend (#21131) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-07-17 16:37:36 -07:00
qli88 e3a3e4db46 [Bugfix] Enable PP with AITER+V1 (#19822) 
Signed-off-by: Qiang Li <qiang.li2@amd.com>
 2025-06-20 12:43:20 +08:00
Simon Mo 02f0c7b220 [Misc] Add SPDX-FileCopyrightText (#19100) 
Signed-off-by: simon-mo <simon.mo@hey.com>
 2025-06-03 11:20:17 -07:00
Harry Mellor 6223dd8114 Update deprecated type hinting in model_executor/layers (#18056) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-13 04:17:23 -07:00
TJian a810b5b088 [BugFix] [ROCm]: Bugfix and handle addition case of input for rocm_aiter_rms_norm (#17857) 
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
 2025-05-11 04:17:11 -07:00
Qiming Zhang d3cf61b89b fix gemma3 results all zero (#17364) 
Signed-off-by: mayuyuace <qiming1.zhang@intel.com>
 2025-04-29 09:40:25 -07:00
Agata Dobrzyniewicz c48334d405 [Hardware][Intel-Gaudi] Update hpu-extension and update bucketing system for HPU device (#17186) 
Signed-off-by: Agata Dobrzyniewicz <adobrzyniewicz@habana.ai>
 2025-04-26 05:55:14 -07:00
Lu FangLu FangRoger WangDarkLight1337
 		55dcce91df Upstream Llama4 Support to Main (#16113) 
Signed-off-by: Aston Zhang <22279212+astonzhang@users.noreply.github.com>
Signed-off-by: Chris Thi <chris.c.thi@gmail.com>
Signed-off-by: drisspg <drisspguessous@gmail.com>
Signed-off-by: Jon Swenson <jmswen@gmail.com>
Signed-off-by: Keyun Tong <tongkeyun@gmail.com>
Signed-off-by: Lu Fang <fanglu@meta.com>
Signed-off-by: Xiaodong Wang <xdwang@meta.com>
Signed-off-by: Yang Chen <yangche@fb.com>
Signed-off-by: Ye (Charlotte) Qi <yeq@meta.com>
Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
Signed-off-by: Zijing Liu <liuzijing2014@gmail.com>
Signed-off-by: Lu Fang <lufang@fb.com>
Signed-off-by: Lu Fang <fanglu@fb.com>
Signed-off-by: Lucia Fang <fanglu@fb.com>
Signed-off-by: Roger Wang <ywang@roblox.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Lu Fang <fanglu@fb.com>
Co-authored-by: Roger Wang <ywang@roblox.com>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-04-07 08:06:27 -07:00
TJian ec870fba9a [FEAT] [ROCm]: Add AITER RMS Norm (Layer Norm) Feature (#14959) 
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
 2025-03-21 22:36:14 -07:00
Russell Bryant e489ad7a21 [Misc] Add SPDX-License-Identifier headers to python source files (#12628) 
- **Add SPDX license headers to python source files**
- **Check for SPDX headers using pre-commit**

commit 9d7ef44c3cfb72ca4c32e1c677d99259d10d4745
Author: Russell Bryant <rbryant@redhat.com>
Date:   Fri Jan 31 14:18:24 2025 -0500

    Add SPDX license headers to python source files
    
This commit adds SPDX license headers to python source files as
recommended to
the project by the Linux Foundation. These headers provide a concise way
that is
both human and machine readable for communicating license information
for each
source file. It helps avoid any ambiguity about the license of the code
and can
    also be easily used by tools to help manage license compliance.
    
The Linux Foundation runs license scans against the codebase to help
ensure
    we are in compliance with the licenses of the code we use, including
dependencies. Having these headers in place helps that tool do its job.
    
    More information can be found on the SPDX site:
    
    - https://spdx.dev/learn/handling-license-info/
    
    Signed-off-by: Russell Bryant <rbryant@redhat.com>

commit 5a1cf1cb3b80759131c73f6a9dddebccac039dea
Author: Russell Bryant <rbryant@redhat.com>
Date:   Fri Jan 31 14:36:32 2025 -0500

    Check for SPDX headers using pre-commit
    
    Signed-off-by: Russell Bryant <rbryant@redhat.com>

---------

Signed-off-by: Russell Bryant <rbryant@redhat.com>
 2025-02-02 11:58:18 -08:00
Isotr0py d1f6d1c8af [Model] Add has_weight to RMSNorm and re-enable weights loading tracker for Mamba (#10739) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2024-12-10 10:23:07 +08:00
+26
Konrad ZaworaKunshang JiSanju C SudhakaranMichal AdamczykMarceli FylcekHimangshu LahkarVivek GoelyuwenzhoDominika Olszewskabarak goldbergMichal SzutenbergJan KanieckiAgata DobrzyniewiczKrzysztof WisniewskiDudi LesterIlia TarabanChendi.XueMichał KuligowskiJakub MaksymczukTomasz ZielinskiSun ChoiIryna BoikoBob Zhuhlin99Zehao HuangAndrzej KotłowskiYan TomsinskyNir DavidYu-ZhouRuheena Suhani ShaikKarol DamaszkeMarcin SwiniarskiWoosuk KwonJacek CzajaJacek CzajaYuan
 		a02a50e6e5 [Hardware][Intel-Gaudi] Add Intel Gaudi (HPU) inference backend (#6143) 
Signed-off-by: yuwenzho <yuwen.zhou@intel.com>
Signed-off-by: Chendi.Xue <chendi.xue@intel.com>
Signed-off-by: Bob Zhu <bob.zhu@intel.com>
Signed-off-by: zehao-intel <zehao.huang@intel.com>
Signed-off-by: Konrad Zawora <kzawora@habana.ai>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
Co-authored-by: Sanju C Sudhakaran <scsudhakaran@habana.ai>
Co-authored-by: Michal Adamczyk <madamczyk@habana.ai>
Co-authored-by: Marceli Fylcek <mfylcek@habana.ai>
Co-authored-by: Himangshu Lahkar <49579433+hlahkar@users.noreply.github.com>
Co-authored-by: Vivek Goel <vgoel@habana.ai>
Co-authored-by: yuwenzho <yuwen.zhou@intel.com>
Co-authored-by: Dominika Olszewska <dolszewska@habana.ai>
Co-authored-by: barak goldberg <149692267+bgoldberg-habana@users.noreply.github.com>
Co-authored-by: Michal Szutenberg <37601244+szutenberg@users.noreply.github.com>
Co-authored-by: Jan Kaniecki <jkaniecki@habana.ai>
Co-authored-by: Agata Dobrzyniewicz <160237065+adobrzyniewicz-habana@users.noreply.github.com>
Co-authored-by: Krzysztof Wisniewski <kwisniewski@habana.ai>
Co-authored-by: Dudi Lester <160421192+dudilester@users.noreply.github.com>
Co-authored-by: Ilia Taraban <tarabanil@gmail.com>
Co-authored-by: Chendi.Xue <chendi.xue@intel.com>
Co-authored-by: Michał Kuligowski <mkuligowski@habana.ai>
Co-authored-by: Jakub Maksymczuk <jmaksymczuk@habana.ai>
Co-authored-by: Tomasz Zielinski <85164140+tzielinski-habana@users.noreply.github.com>
Co-authored-by: Sun Choi <schoi@habana.ai>
Co-authored-by: Iryna Boiko <iboiko@habana.ai>
Co-authored-by: Bob Zhu <41610754+czhu15@users.noreply.github.com>
Co-authored-by: hlin99 <73271530+hlin99@users.noreply.github.com>
Co-authored-by: Zehao Huang <zehao.huang@intel.com>
Co-authored-by: Andrzej Kotłowski <Andrzej.Kotlowski@intel.com>
Co-authored-by: Yan Tomsinsky <73292515+Yantom1@users.noreply.github.com>
Co-authored-by: Nir David <ndavid@habana.ai>
Co-authored-by: Yu-Zhou <yu.zhou@intel.com>
Co-authored-by: Ruheena Suhani Shaik <rsshaik@habana.ai>
Co-authored-by: Karol Damaszke <kdamaszke@habana.ai>
Co-authored-by: Marcin Swiniarski <mswiniarski@habana.ai>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: Jacek Czaja <jacek.czaja@intel.com>
Co-authored-by: Jacek Czaja <jczaja@habana.ai>
Co-authored-by: Yuan <yuan.zhou@outlook.com>
 2024-11-06 01:09:10 -08:00