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1103 Commits
Author SHA1 Message Date
Ashwin Giridharanandabinggo 84e351555a [Bugfix] Auto-raise max_num_batched_tokens for prefix-LM multimodal models (#43051) 
Signed-off-by: Ashwin Giridharan <girida@amazon.com>
Co-authored-by: abinggo <107740309+abinggo@users.noreply.github.com>
 2026-05-22 21:23:50 -07:00
Wentao Yerobertgshaw2-redhatRobert ShawNick Hill
 		0ddd7dd656 [Frontend] DP Supervisor (#40841) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: robertgshaw2-redhat <robertgshaw2@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
 2026-05-21 20:33:16 -07:00
fangyuchuzWaNg3mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 		e26e1f0928 [Feature] Add --cpu-distributed-timeout-seconds CLI Option for CPU Process Group Timeout (#42968) 
Signed-off-by: fangyuchu <fangyuchu@qq.com>
Signed-off-by: zWaNg3 <389750525@qq.com>
Co-authored-by: zWaNg3 <389750525@qq.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-05-21 15:42:07 -07:00
Kebe 19cf334207 [Feature] Support manually enabling the cumem allocator (#33648) 
Signed-off-by: Kebe <mail@kebe7jun.com>
 2026-05-20 08:58:30 -04:00
Michael GoinandClaude 239b5ff30c [Frontend] Add --spec-method/--spec-model/--spec-tokens CLI aliases (#42476) 
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
 2026-05-18 17:22:27 -07:00
Jee Jee Ligemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>Roger Wang
 		7d5b033782 [LoRA] Support 2D and 3D MoE LoRA adapter at the same time (#42242) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2026-05-18 15:22:26 +08:00
Michael Goin b2a27b82d9 [Kernel][UX] Add --linear-backend arg for linear kernel selection (#39538) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2026-05-15 17:07:39 -07:00
PatchyTISandPatchouliTaisa 0162596603 [Model Runner V2] FP32 gumbel sampling. (#41775) 
Signed-off-by: PatchouliTaisa <patchychen@tencent.com>
Co-authored-by: PatchouliTaisa <patchychen@tencent.com>
 2026-05-15 09:20:08 -07:00
Michael Goin 8efd508204 [Quantization] Rework quantization_config to use QuantKey and allow for activation override (#41566) 2026-05-13 16:58:32 -04:00
CynicDora 256dbcaabf [Feature] Support custom callable proposer backend for speculative decoding (#39487) 
Signed-off-by: 524031910363 <hyzhyzsh@sjtu.edu.cn>
Signed-off-by: CynicDora <hyzhyzsh@sjtu.edu.cn>
 2026-05-13 16:53:01 +00:00
Mohammad Miadh Angkad 21943d4c25 [Performance] Make safetensors checkpoint prefetch settings configurable (#41499) 
Signed-off-by: Mohammad Miadh Angkad <MAngkad.BSDSBA2027@aim.edu>
 2026-05-10 15:55:15 +00:00
Dao007forever 3f5bd482f5 [Bugfix][KV Transfer][NIXL] Notify P node on pre-admission rejection to free stranded KV blocks (#41269) 2026-05-09 22:52:09 -07:00
Christian VanandChristian Van 0d382ecde8 Handle optional bool-or-string CLI args in get_kwargs (#40951) 
Signed-off-by: Christian Van <cvan20191@gmail.com>
Co-authored-by: Christian Van <cvan20191@gmail.com>
 2026-05-09 19:47:21 -07:00
Sumanth R Hegde e3b65a5ba0 [feat] Add explicit /start_weight_update and /finish_weight_update APIs for weight transfer (#39212) 2026-05-08 18:03:33 -07:00
JartXJim SmithSandermageClaude
 		4f2af1a7c0 [Feature] TurboQuant: support hybrid models and uniform quantization (#39931) 
Signed-off-by: JartX <sagformas@epdcenter.es>
Signed-off-by: Jim Smith <jhsmith0@me.com>
Co-authored-by: Jim Smith <jhsmith0@me.com>
Co-authored-by: Sandermage <sandermage@users.noreply.github.com>
Co-authored-by: Claude <noreply@anthropic.com>
 2026-05-04 20:14:01 -04:00
Wentao Ye 577b9623e6 [Bug] Fix status update address for non-MOE model within external dp mode (#40839) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-05-04 16:37:16 -07:00
Bugen Zhaoandwang.yuqi a07642667d [Bugfix] Pass reasoning parser kwargs to structured output (#41199) 
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-04-30 23:38:02 -07:00
Zhanda ZhuandYubo Gao 5d5c776444 [Perf] FP8 FlashInfer Attn for ViT (#38065) 
Signed-off-by: Zhanda Zhu <zhandazhu@gmail.com>
Co-authored-by: Yubo Gao <ybgao-nvidia@users.noreply.github.com>
 2026-04-27 13:44:15 +08:00
Nicolò Lucchesi 9c2492e501 [Misc] Support Human-readable (k/K/m/M..) json cli arg (#40473) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2026-04-23 09:42:23 +02:00
Wentao Yeandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> 8f87eb4622 [Refactor] Clean up log once scope="local" (#40540) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-04-22 16:42:43 -04:00
Vibhav AgarwalXinyu ChenMichael Goin
 		f4b42df048 [Attention Backend] TurboQuant: 2-bit KV cache compression with 4x capacity (#38479) 
Signed-off-by: vibhavagarwal5 <vibhavagarwal5@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Xinyu Chen <xinyu1.chen@intel.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2026-04-14 19:57:13 -07:00
roikoren755 ecf5ff7ce3 [Mamba] Flashinfer selective_state_update (#36162) 
Signed-off-by: Roi Koren <roik@nvidia.com>
 2026-04-14 15:10:58 -04:00
bnellnmandRobert Shaw e1e318af01 [MoE Refactor] Remove MoE DP chunking (#39107) 
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
 2026-04-14 09:48:05 -04:00
Chauncey ecbfbb8d61 [Feature] Add auto-detection for reasoning_config when only reasoning_parser is set (#38214) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2026-04-10 01:36:26 +00:00
wang.yuqi 66c079ae83 [Frontend][4/n] Improve pooling entrypoints | pooling. (#39153) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-04-09 10:09:45 +00:00
Shengqi ChenJason LiRoger Wang
 		75e01a39a1 [Feature] NUMA binding support for GPU workers (#38635) 
Signed-off-by: Shengqi Chen <harry-chen@outlook.com>
Co-authored-by: Jason Li <jasonlizhengjian@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2026-04-08 09:55:24 -07:00
Vasiliy Kuznetsov 7b1a7423be [Frontend] new online quantization frontend (#38138) 
Signed-off-by: Vasiliy Kuznetsov <vasiliy@meta.com>
 2026-04-03 11:58:39 -04:00
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
roikoren755 8e6293e838 [Mamba] Add stochastic rounding support (#35753) 
Signed-off-by: Roi Koren <roik@nvidia.com>
 2026-03-30 12:33:49 -04:00
Michael GoinandClaude 7ba425e916 Add short flag -sc for --speculative-config argument (#38380) 
Co-authored-by: Claude <noreply@anthropic.com>
 2026-03-27 12:04:22 -07:00
Jonas M. Kübler 98e7f223b9 enable skipping of SW attention layers when using FP8 KV cache (#33695) 
Signed-off-by: Jonas Kuebler <kuebj@amazon.com>
 2026-03-27 07:25:02 -06:00
BviciiandCyrus Leung 999dfc1622 [Bugfix] Offload blocking tokenizer ops to shared thread pool to unblock event loop (#34789) 
Signed-off-by: Bvicii <yizhanhuang2002@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2026-03-26 22:17:00 -07:00
Cyrus Leung ba2f0acc2d [Misc] Reorganize inputs (#35182) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-03-25 10:22:54 -07:00
Harry Mellor d215d1efca [Mypy] Better fixes for the mypy issues in vllm/config (#37902) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-25 06:14:43 -07:00
Artem Perevedentsev a93a53f8a1 [Performance] Auto-enable prefetch on NFS with RAM guard (#37673) 
Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com>
 2026-03-24 17:31:14 -07:00
Javier De Jesus 54b0578ada [Bugfix] Pass hf_token through config loading paths for gated model support (#37920) 
Signed-off-by: javierdejesusda <javier.dejesusj9@gmail.com>
 2026-03-24 15:22:05 -04:00
Dan BlanaruandClaude dc78c2c933 [Core] add option to schedule requests based on full ISL (#37307) 
Signed-off-by: Dan Blanaru <48605845+DanBlanaru@users.noreply.github.com>
Co-authored-by: Claude <noreply@anthropic.com>
 2026-03-24 13:01:12 -04:00
Sungjae LeeChaunceyHarry Mellor
 		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
Wentao Ye 45bd5c8e75 [Mypy] Fix mypy for vllm/config (#37808) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-03-23 14:33:59 +00:00
Brandon PelfreyandNick Hill 80b70884eb Add tensor IPC transfer mechanism for multimodal data (#32104) 
Signed-off-by: Brandon Pelfrey <bpelfrey@nvidia.com>
Signed-off-by: Brandon Pelfrey <brandonpelfrey@gmail.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
 2026-03-21 20:10:20 +00:00
Harry Mellor 39bfb57b7c Add API docs link if the CLI arg is a config class (#37432) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-18 17:19:35 +00:00
Roy WangandClaude Opus 4.6 761e0aa7a0 [Performance] Add --enable-ep-weight-filter CLI option (#37351) 
Signed-off-by: esmeetu <jasonailu87@gmail.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-03-18 09:36:55 +08:00
BhoomitandHarry Mellor 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
Jiangyun ZhuandRoger Wang 697e4ff352 [GDN] add a config for gdn kernel selection (#36647) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2026-03-16 00:40:17 +08:00
Mark McLoughlinClaude Sonnet 4.5Nick Hill
 		7afe0faab1 [Frontend][Core] Re-add shutdown timeout - allowing in-flight requests to finish (#36666) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
 2026-03-13 12:10:06 -07:00
Mark McLoughlin 234860399b [Frontend][Core] Revert "Add shutdown timeout" (#34730 and #36270) (#36628) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2026-03-10 06:20:41 -07:00
SoluMilken 55d27cca55 [Misc] fix typo: dependant -> dependent (2 lines change) (#36511) 
Signed-off-by: SoluMilken <ypiheyn.imm02g@g2.nctu.edu.tw>
 2026-03-09 10:00:12 -07:00
Matthew Bonanni 77a73458e3 Reapply [Attention] Refactor check_and_update_config (#35122) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-03-09 07:17:14 -07:00
lifandmcelrath 00b814ba5a [V0 Deprecation] Remove unused swap_space parameter (#36216) 
Signed-off-by: majiayu000 <1835304752@qq.com>
Co-authored-by: mcelrath
 2026-03-07 22:09:55 +08:00
Mark McLoughlinandClaude Sonnet 4.5 27066d1b2b [Frontend][Core] Add shutdown timeout - allowing in-flight requests to finish (#34730) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-03-05 22:04:31 -08:00