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25e48a3aae35849fd777f8a48c3c494337c11d83
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1956 Commits

Author SHA1 Message Date
Cyrus Leung
25e48a3aae [Doc] Update usage of --limit-mm-per-prompt (#34148) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-09 21:12:13 -08:00
Michael Goin
5e75a14a66 [Doc] Add DCP support to attention backend doc (#33936) 2026-02-09 18:33:43 -05:00
JJJYmmm
9562912cea [MODEL] Adding Support for Qwen3.5 Models (#34110) 
Signed-off-by: JJJYmmm <1650675829@qq.com>
Signed-off-by: JJJYmmm <92386084+JJJYmmm@users.noreply.github.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: wulipc <wulipc@users.noreply.github.com>
Co-authored-by: ywang96 <ywang96@users.noreply.github.com>
Co-authored-by: Isotr0py <Isotr0py@users.noreply.github.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2026-02-09 21:12:58 +08:00
Ekagra Ranjan
1d5922fade [ASR] Fix audio benchmark and add RTFx metric (#32300) 
Signed-off-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com>
Co-authored-by: Nicolò Lucchesi <nicolo.lucchesi@gmail.com>
 2026-02-09 10:02:37 +00:00
wang.yuqi
22b64948f6 [Frontend][last/5] Make pooling entrypoints request schema consensus. (#31127) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-02-09 06:42:38 +00:00
danisereb
084aa19f02 Add support for ModelOpt MXFP8 dense models (#33786) 
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
 2026-02-08 11:16:48 -08:00
Jee Jee Li
db4ede9743 [Model] Enable Step3p5ForCausalLM testing (#33755) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2026-02-07 05:25:24 -08:00
果冻虾仁
6f7adc533a fix description in plugin_system.md (#33999) 2026-02-06 19:37:02 -08:00
vllmellm
aaa2efbe98 [DOC] [ROCm] Update docker deployment doc (#33971) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-02-06 10:05:35 -08:00
Michael Goin
c39ee9ee2b [Docs] Add sections on process architecture and minimum CPU resources (#33940) 
It seems users can be confused about vLLM's performance when running
with very small amounts of CPU cores available. We are missing a clear
overview of what vLLM's process architecture is, so I added this along with
some diagrams in arch_overview.md, and included a section on CPU resource
recommendations in optimization.md

Signed-off-by: mgoin <mgoin64@gmail.com>
 2026-02-06 15:26:43 +00:00
Raushan Turganbay
85ee1d962b [Bugfix] Fix models and tests for transformers v5 (#33977) 
Signed-off-by: raushan <raushan@huggingface.co>
Signed-off-by: Raushan Turganbay <raushan.turganbay@alumni.nu.edu.kz>
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>
 2026-02-06 21:47:41 +08:00
SorenDreano
6e7b1c4b59 [Docs] Improve documentation (#33799) 
Co-authored-by: Soren Dreano <soren@numind.ai>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2026-02-06 12:57:09 +00:00
chengchengpei
965525667b Onboard voyage-4-nano (#33720) 
Signed-off-by: Chengcheng Pei <chengchengpei@outlook.com>
Signed-off-by: chengchengpei <5881383+chengchengpei@users.noreply.github.com>
Co-authored-by: chengchengpei <5881383+chengchengpei@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-02-06 06:23:34 +00:00
Simon Mo
5819ca8944 [Docs] Add reo analytics (#33957) 
Signed-off-by: simon-mo <simon.mo@hey.com>
 2026-02-05 17:42:22 -08:00
Nicolò Lucchesi
81a90e5277 [Docs] Add bart-plugin to docs (#33905) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2026-02-05 12:20:25 +00:00
liranschour
8322d4e47f Enable Cross layers KV cache layout at NIXL Connector V2 (#33339) 
Signed-off-by: Liran Schour <lirans@il.ibm.com>
Signed-off-by: liranschour <liranschour@users.noreply.github.com>
Co-authored-by: Or Ozeri <or@ozery.com>
Co-authored-by: Nicolò Lucchesi <nicolo.lucchesi@gmail.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
 2026-02-05 02:17:02 -08:00
rinbaro
007b183d74 [docs] fix unintentional misspellings (#33863) 
Signed-off-by: rinbaro <ilgomishra@gmail.com>
 2026-02-04 20:50:59 -08:00
Ilya Boytsov
439afa4eea feat: Add ColBERT late interaction model support (#33686) 
Signed-off-by: Ilya Boytsov <ilyaboytsov1805@gmail.com>
Signed-off-by: Ilya Boytsov <boytsovpanamera@mail.ru>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-02-05 08:05:13 +08:00
Muhammad Hashmi
535de06cb1 [Model] Add transcription support for Qwen3-Omni (#29828) 
Signed-off-by: Muhammad Hashmi <mhashmi@berkeley.edu>
Signed-off-by: NickLucche <nlucches@redhat.com>
Co-authored-by: NickLucche <nlucches@redhat.com>
 2026-02-04 21:17:47 +00:00
Wentao Ye
d88a1df699 [Deprecation] Deprecate profiling envs (#33722) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-02-04 05:58:21 +00:00
Frank Wang
45f8fd6f97 [Feature] Enable TRITON_ATTN for Batch Invariance (#33688) 
Signed-off-by: frankwang28 <frank.wbb@hotmail.com>
 2026-02-04 13:27:34 +08:00
dtc
0d6ccf68fa [P/D] rework mooncake connector and introduce its bootstrap server (#31034) 
Signed-off-by: Tianchen Ding <dtcccc@linux.alibaba.com>
Co-authored-by: Nicolò Lucchesi <nicolo.lucchesi@gmail.com>
 2026-02-03 08:08:25 -08:00
Krish Gupta
2df2b3499d Document NixlConnector backend selection via kv_connector_extra_config (#33552) 
Signed-off-by: KrxGu <krishom70@gmail.com>
 2026-02-03 05:49:59 -08:00
zxy
a3acfa1071 [Models] Intern-S1-Pro (#33636) 
Signed-off-by: zxy <zhou0493@e.ntu.edu.sg>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-02-03 05:49:45 -08:00
Richard Zou
fd9c83d0e0 [torch.compile] Document the workaround to standalone_compile failing (#33571) 
Signed-off-by: Richard Zou <zou3519@gmail.com>
 2026-02-03 07:16:55 +00:00
Komal Kumar Teru
ba871fb788 [Misc] support arbitrary MM datasets in spec dec bench (#33486) 
Signed-off-by: kkt-cohere <komal@cohere.com>
Signed-off-by: Komal Kumar Teru <162363718+kkt-cohere@users.noreply.github.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2026-02-02 08:49:48 +00:00
RED
808dd87b30 [Model] Support DeepSeek-OCR-2 (#33165) 
Signed-off-by: liuli <ll407707@alibaba-inc.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: liuli <ll407707@alibaba-inc.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-02-02 06:24:10 +00:00
Sawyer Bowerman
ce88756b96 [Doc]: update paths for Offline/Online/Others example sections (#33494) 
Signed-off-by: Sawyer Bowerman <sbowerma@redhat.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-02-02 03:56:53 +00:00
Paco Xu
a3154a6092 [Doc] add missing model entries in supported_models.md (#33220) 
Signed-off-by: Paco Xu <paco.xu@daocloud.io>
 2026-02-02 03:37:25 +00:00
csy0225
c3b40dc3e7 [Models] Step-3.5-Flash (#33523) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: i-zhangmingming <i-zhangmingming@stepfun.com>
Co-authored-by: xiewuxun <xiewuxun@stepfun.com>
Co-authored-by: zetaohong <i-hongzetao@stepfun.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2026-02-02 10:21:18 +08:00
Cyrus Leung
79b6ec6aab [Bugfix] Fix inconsistent handling of cache reset (#33481) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-31 20:23:41 -08:00
Cyrus Leung
92924b2ddd [Deprecation] Remove deprecated items related to pooling (#33477) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-31 08:44:40 -08:00
jma99_2333
22d9a056d5 Support clear mm and encoder cache (#33452) 
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2026-01-31 15:22:25 +00:00
Cyrus Leung
793af538a3 [Doc] Update plugin deprecation notices (#33476) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-31 22:48:28 +08:00
jennyyyyzhen
527bcd14d4 [ROCM] Enable aiter attn backend for qwen3-next model (#32492) 
Signed-off-by: jennyyyyzhen <yzhen@hmc.edu>
 2026-01-31 17:03:57 +08:00
Patrick von Platen
15e0bb9c42 [Streaming -> Realtime] Rename all voxtral related classes, fn, files (#33415) 
Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com>
 2026-01-31 04:49:00 +00:00
Michael Goin
29fba76781 [UX] Use gguf repo_id:quant_type syntax for examples and docs (#33371) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2026-01-31 12:14:54 +08:00
Nathan Weinberg
58cb55e4de [Doc] Enhance documentation around CPU container images (#32286) 
Signed-off-by: Nathan Weinberg <nweinber@redhat.com>
 2026-01-30 13:36:20 +00:00
vllmellm
174f16700b [Doc] [ROCm] Update Documentation to reflect v0.15.0 release (#33388) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
 2026-01-30 19:06:08 +08:00
Patrick von Platen
10152d2194 [Realtime API] Adds minimal realtime API based on websockets (#33187) 
Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
 2026-01-30 18:41:29 +08:00
hujiaxin0
ba45bedfd1 [model] Add support for openPangu7B-VL (#32449) 
Signed-off-by: hujiaxin <524446785@qq.com>
Signed-off-by: Emilie1001 <79921183+Emilie1001@users.noreply.github.com>
Co-authored-by: Emilie1001 <79921183+Emilie1001@users.noreply.github.com>
 2026-01-30 15:54:27 +08:00
Wang Haoyu
c46b0cd0af [Model][Multimodal] Add explicit MusicFlamingo adapter (#32696) 
Signed-off-by: WangHaoyuuu <mailwhaoyu@gmail.com>
 2026-01-30 11:01:29 +08:00
Aidan Reilly
133765760b [Docs] Adding links and intro to Speculators and LLM Compressor (#32849) 
Signed-off-by: Aidan Reilly <aireilly@redhat.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-01-29 14:12:35 -08:00
Roger Wang
8b3f0a99dd [Models] Qwen3-ASR (#33312) 
Signed-off-by: Roger Wang <hey@rogerw.io>
 2026-01-29 19:27:15 +08:00
graftim
d697581a7c [Doc] Update outdated link to Ray documentation (#32660) 
Signed-off-by: graftim <38649219+graftim@users.noreply.github.com>
 2026-01-29 00:56:06 -08:00
Didier Durand
31b25f6516 [Doc]: fixing multiple typos in diverse files (#33256) 
Signed-off-by: Didier Durand <durand.didier@gmail.com>
Signed-off-by: Didier Durand <2927957+didier-durand@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-01-29 16:52:03 +08:00
Matthew Bonanni
77c4f45c6c [7/N][Attention][Docs] Add documentation for attention backends (#32477) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-01-28 17:20:22 -05:00
Or Ozeri
2e8de86777 Revert "Enable Cross layers KV cache layout at NIXL Connector (#30207)" (#33241) 
Signed-off-by: Or Ozeri <oro@il.ibm.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
 2026-01-28 04:36:00 -08:00
Robert Shaw
247d1a32ea [Quantization][Deprecation] Remove BitBlas (#32683) 
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
 2026-01-28 11:06:22 +00:00
Maryam Tahhan
2dd359f953 [Docs] Simplify CPU x86 Docker build documentation (#33071) 
Signed-off-by: Maryam Tahhan <mtahhan@redhat.com>
 2026-01-28 06:37:09 +00:00