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189ddefbfdf74e676c8f74ebe89826e94bf44ccf
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2099 Commits

Author SHA1 Message Date
Gregory Shtrasberg
189ddefbfd [ROCm] Attention selector reordering (#36702) 
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
Co-authored-by: Micah Williamson <micah.williamson@amd.com>
 2026-03-25 17:42:56 +08:00
Baorun (Lauren) Mu
9d0351c91d [Docs] Add Encoder (ViT) CUDA Graphs section to CUDA Graphs design doc (#37914) 
Signed-off-by: Baorun Mu <bmu@nvidia.com>
 2026-03-24 19:53:24 -07:00
Terry Gao
82580b10ac [Perf] Disable inductor runtime asserts by default for serving perfor… (#37485) 
Signed-off-by: tianrengao <terrygao87@gmail.com>
Co-authored-by: Tianren Gao <tianren@fb.com>
 2026-03-24 19:37:51 -04:00
Nick Cao
935c46dd9b [Model] Add Granite 4.0 1B speech to supported models (#38019) 
Signed-off-by: Nick Cao <ncao@redhat.com>
 2026-03-24 18:23:41 +00:00
Vineeta Tiwari
b58c5f28aa docs: fix broken offline inference paths in documentation (#37998) 
Signed-off-by: Vineeta Tiwari <vineeta.tiwari2@ibm.com>
Signed-off-by: Vineeta Tiwari <vineetatiwari2000@gmail.com>
Co-authored-by: Vineeta Tiwari <vineeta.tiwari2@ibm.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-03-24 17:35:14 +00:00
Sungjae Lee
4731884796 [Feature] limit thinking tokens (hard limit) (#20859) 
Signed-off-by: Sungjae Lee <33976427+llsj14@users.noreply.github.com>
Signed-off-by: Sungjae Lee <sung-jae.lee@navercorp.com>
Signed-off-by: Chauncey <chaunceyjiang@gmail.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-24 09:53:07 -07:00
wang.yuqi
1b6cb920e6 [Deprecate] Deprecate pooling multi task support. (#37956) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2026-03-24 14:07:47 +00:00
Andrew Xia
9ace378a63 [Frontend][Responses API] Fix arrival_time recording for TTFT on initial request (#37498) 
Signed-off-by: Andrew Xia <axia@meta.com>
 2026-03-23 09:58:08 +00:00
Yan Ma
d3fe857135 update doc for online fp8 quantization (#37851) 
Signed-off-by: Yan Ma <yan.ma@intel.com>
 2026-03-23 05:19:03 +00:00
Lasha Koroshinadze
e7767eccae Fix AudioFlamingo3/MusicFlamingo HF parity and RoTE handling (#37643) 
Signed-off-by: Lasha <26011196+lashahub@users.noreply.github.com>
 2026-03-23 10:29:07 +08:00
Robert Shaw
4383f1532e [MoE] Move PF Methods to Folder (#35927) 2026-03-22 02:42:59 -06:00
Yongye Zhu
87bd91892f [MoE Refactor] Mxfp4 oracle rebased (#37128) 
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-03-21 03:37:04 +00:00
Ilya Boytsov
8b6c6b9505 [Model] Add LFM2-ColBERT-350M support (#37528) 
Signed-off-by: Ilya Boytsov <ilyaboytsov1805@gmail.com>
 2026-03-20 14:57:57 +00:00
Jee Jee Li
dd20ee4e3e [UX] Enable torch_profiler_with_stack (#37571) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2026-03-20 11:17:26 +00:00
wang.yuqi
ed359c497a [Model] Deprecate the score task (this will not affect users). (#37537) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-03-20 08:07:56 +00:00
Wangbei25
0674d1fee7 [PluggableLayer][MM] Add PluggableLayer for CustomQwen2Decoder (#37293) 
Signed-off-by: Wangbei25 <wangbei41@huawie.com>
Signed-off-by: Wangbei25 <wangbei41@huawei.com>
Co-authored-by: Wangbei25 <wangbei41@huawie.com>
 2026-03-20 06:24:07 +00:00
bnellnm
91be5f9be3 [MoE Refactor] Rename "naive" all2all backend (#36294) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2026-03-19 15:50:34 -04:00
Lucas Kabela
7769b58307 [torch.compile][BE][Multimodal] Remove requirement to set_model_tag to avoid cache conflict (#37345) 
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
 2026-03-19 17:26:12 +00:00
Ifta khairul Alam Adil
104605cbf2 Remove deprecated reasoning_content message field(part-2) (#37480) 
Signed-off-by: JartX <sagformas@epdcenter.es>
Signed-off-by: Ifta Khairul Alam Adil <ikaadil007@gmail.com>
Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Philip Ottesen <phiott256@gmail.com>
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Signed-off-by: Giancarlo Delfin <gdelfin@inferact.ai>
Signed-off-by: Andy Lo <andy@mistral.ai>
Signed-off-by: Thillai Chithambaram <thillaichithambaram.a@gmail.com>
Signed-off-by: sihao.li <sihao.li@intel.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: JartX <sagformas@epdcenter.es>
Co-authored-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Philip Ottesen <phiott256@gmail.com>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Giancarlo Delfin <32987265+TheEpicDolphin@users.noreply.github.com>
Co-authored-by: Andy Lo <andy@mistral.ai>
Co-authored-by: Thillai Chithambaram <79466435+thillai-c@users.noreply.github.com>
Co-authored-by: sihao_li <165983188+1643661061leo@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-19 15:20:08 +00:00
wang.yuqi
f9e2a38386 [Docs] Reorganize pooling docs. (#35592) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-19 11:25:47 +00:00
Shwetha Poojary
cef1f302d2 [Model] Enable LoRA support for tower and connector in H2OVL (#31696) 
Signed-off-by: shwetha-s-poojary <shwetha.s-poojary@ibm.com>
 2026-03-18 13:26:47 +00:00
Aaron Hao
47a1f11bff [docs] Add docs for new RL flows (#36188) 
Signed-off-by: ahao-anyscale <ahao@anyscale.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-18 09:04:26 +00:00
Athrael Soju
c0745a851a [Model] Add ColQwen3.5 4.5B support (#36887) 
Signed-off-by: Athrael Soju <athrael.soju@gmail.com>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-03-17 21:17:02 +00:00
Wei Zhao
b36adfa349 [Perf] Set Flashinfer sparse MLA as default backend for FP8 kv cache (#37252) 
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
 2026-03-17 20:09:20 +00:00
Bhoomit
3717a4dd47 [Misc][LoRA] Add --lora-target-modules to restrict LoRA to specific modules (#34984) 
Signed-off-by: Bhoomit Vasani <bhoomit.2010@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-17 14:36:41 +00:00
Walter Beller-Morales
061980c36a [Feature][Frontend] add support for Cohere Embed v2 API (#37074) 
Signed-off-by: walterbm <walter.beller.morales@gmail.com>
 2026-03-16 19:55:53 -04:00
Yuchen Fama
31a458c091 [Doc] Clarify schema enforcement behavior for tool_choice modes (#37064) 
Signed-off-by: yfama <yuchengu@gmail.com>
 2026-03-16 22:27:42 +00:00
Matthew Bonanni
93f3c8e531 [Misc] Add float16 to CacheDType (#37199) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-03-16 13:24:48 -07:00
Lucas Kabela
714c6e0eab [torch.compile][BE] Modify cudagraph callable to check for is_forward_context_set (#36288) 
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
 2026-03-16 19:42:34 +00:00
Max de Bayser
9f9ecff4cd Add simple granite4 tool parser (#36827) 
Signed-off-by: Max de Bayser <maxdebayser@gmail.com>
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
 2026-03-16 10:49:09 -07:00
Harry Mellor
9b005edc48 [Docs] Make the link to hardware plugins clearer (#37174) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-16 04:12:58 -07:00
SoluMilken
d8f8a7aad2 [Misc] Sync pre-commit to 4.5.1 in workflows and docs (#36675) 
Signed-off-by: SoluMilken <ypiheyn.imm02g@g2.nctu.edu.tw>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-16 10:03:21 +00:00
leo-cf-tian
2754231ba3 [Kernel] Add FlashInfer MoE A2A Kernel (#36022) 
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Signed-off-by: Leo Tian <lctian@nvidia.com>
Co-authored-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: Stefano Castagnetta <scastagnetta@nvidia.com>
Co-authored-by: root <root@lyris0267.lyris.clusters.nvidia.com>
 2026-03-15 23:45:32 -07:00
bigshanedogg
2390d44209 [Model] Add HyperCLOVAX-SEED-Think-14B language model support (#37107) 
Signed-off-by: bigshanedogg <bigshane319@gmail.com>
 2026-03-16 06:40:05 +00:00
Hari
a3e2e250f0 [Feature] Add Azure Blob Storage support for RunAI Model Streamer (#34614) 
Signed-off-by: hasethuraman <hsethuraman@microsoft.com>
 2026-03-15 19:38:21 +08:00
arlo
8c29042bb9 [Feature] Add InstantTensor weight loader (#36139) 2026-03-14 18:05:23 +01:00
Li, Jiang
092ace9e3a [UX] Improve UX of CPU backend (#36968) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
Signed-off-by: Li, Jiang <bigpyj64@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-03-14 09:27:29 +08:00
whyiug
1ce13cf992 [Model] Add support for BERT-like Chinese ERNIE pooling models (#36385) 
Signed-off-by: whyiug <whyiug@hotmail.com>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-03-13 03:23:53 +00:00
Nikita
10f08dedfa [Model] Add ColPali late interaction model for multi-modal retrieval (#36818) 
Signed-off-by: Nikita Sukharev <kaonael@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2026-03-13 02:18:57 +00:00
Xinan Miao
2cdf92228c [Feature]: Remove Chunking From FusedMoE (#34086) 
Signed-off-by: SouthWest7 <am1ao@qq.com>
Signed-off-by: Southwest <1403572259@qq.com>
Signed-off-by: southwest <am1ao@qq.com>
Signed-off-by: Xinan Miao <1403572259@qq.com>
Co-authored-by: SouthWest7 <am1ao@qq.com>
 2026-03-12 14:24:38 -04:00
Harry Mellor
e39257a552 Add AGENTS.md (#36877) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-03-12 10:20:50 -07:00
grimulkan
a1257fd1ea [Kernel] Add FP8 KV cache support to Triton MLA decode attention (#34597) 
Signed-off-by: grimulkan <grimulkan@gmail.com>
 2026-03-12 08:32:34 -07:00
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
Mark McLoughlin
5282c7d4d0 [docs] Add lightweight AI assisted contribution policy (#30947) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2026-03-12 11:46:13 +00:00
sfeiqiang
8cb24d3aed [KV Connector] Support using FlexKV as KV Cache Offloading option. (#34328) 
Signed-off-by: phaedonsun <phaedonsun@tencent.com>
Co-authored-by: phaedonsun <phaedonsun@tencent.com>
 2026-03-12 00:46:20 -07:00
Louie Tsai
17852aa503 more models for vLLM Benchmark Suite (#35086) 
Signed-off-by: louie-tsai <louie.tsai@intel.com>
 2026-03-12 11:36:51 +08:00
Kunshang Ji
513949f95f [XPU][Doc] Remove manual OneAPI install step, now handled by torch-xpu (#36831) 
Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
 2026-03-12 01:46:02 +00:00
Nick Hill
262b76a09f [Frontend] Exclude anthropic billing header to avoid prefix cache miss (#36829) 
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-03-12 01:20:34 +00:00
Harry Mellor
35db669f1d Correct link to supported hardware on vllm.ai (#36798) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-11 08:43:28 -07:00
Wuxun Zhang
e584dce52b Add XPU MLA Sparse backend for DeepSeek v3.2 (#33230) 
Signed-off-by: Zhang, Wuxun <wuxun.zhang@intel.com>
 2026-03-11 19:19:15 +08:00