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1989 Commits

Author SHA1 Message Date
Seungmin Kim
160424a937 [Bugfix] Fix CUDA compatibility path setting for both datacenter and consumer NVIDIA GPUs (#33992) 
Signed-off-by: Seungmin Kim <8457324+ehfd@users.noreply.github.com>
Signed-off-by: Andrew Mello <19512127+88plug@users.noreply.github.com>
Co-authored-by: 88plug <19512127+88plug@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2026-02-25 18:15:51 -08:00
Joao Gante
709eadbb0b Doc link typo (#35281) 
Signed-off-by: Joao Gante <joaofranciscocardosogante@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-02-25 03:00:31 -08:00
Yanwen Lin
80e60a6133 [Doc] Suggest "--managed-python" flag when installing python using uv (#33069) 
Signed-off-by: Yanwen Lin <lyw1124278064@gmail.com>
 2026-02-25 08:19:43 +00:00
jonoillar
26e722f906 [DOC][BugFix] Specfiy build dependency installation (#34513) 
Signed-off-by: Jon OILLARBURU <jon.oillarburu@multiversecomputing.com>
Co-authored-by: Jon OILLARBURU <jon.oillarburu@multiversecomputing.com>
 2026-02-25 08:04:06 +00:00
lichuang
2c619e5e3f [Docs]Fix documentation formatting in architecture overview (#34679) 
Signed-off-by: codedump <lichuang1982@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-02-25 08:00:15 +00:00
Simon Mo
8a685be8d9 docs: document committer proposal process in governance (#35225) 
Signed-off-by: Simon Mo <simon.mo@hey.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-02-25 07:58:48 +00:00
Harry Mellor
f7967577f5 Remove requirement to use --hf-overrides for DeepseekVLV2ForCausalLM (#35203) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-02-24 22:00:06 -08:00
Nicolò Lucchesi
f91808ae0d [MM] Allow audio chunking for offline LLM (#34628) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2026-02-23 21:04:28 -08:00
Mark McLoughlin
5cc7c4452e [Metrics] Add Prometheus counters for Model FLOPs Utilization (MFU) (#30950) 
Export the existing Model FLOPs Utilization (MFU) metrics via Prometheus.

`--enable-mfu-metrics` is required for these to be exposed.

Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2026-02-23 15:01:07 +00:00
Cyrus Leung
987506bca6 [Refactor] Simplify dummy data generation (#35025) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-22 20:55:27 -08:00
Athrael Soju
970861ac0c [New Model] Add ColModernVBERT (#34558) 
Signed-off-by: Athrael Soju <athrael.soju@gmail.com>
Signed-off-by: athrael-soju <athrael-soju@users.noreply.github.com>
 2026-02-22 12:23:41 +08:00
petrpechman
bebfe55b1c [Doc] Fix example of eagle3 (#34960) 
Signed-off-by: Petr Pechman <petr.pechman@firma.seznam.cz>
Co-authored-by: Petr Pechman <petr.pechman@firma.seznam.cz>
 2026-02-21 09:57:53 +00:00
Nicolò Lucchesi
ab6f3487a6 [PD] Change kv_load_failure_policy Default from "recompute" to "fail" (#34896) 
Signed-off-by: NickLucche <nlucches@redhat.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2026-02-21 01:34:57 -08:00
BADAOUI Abdennacer
8dc8a99b56 [ROCm] Enable bitsandbytes quantization support on ROCm (#34688) 
Signed-off-by: badaoui <abdennacerbadaoui0@gmail.com>
 2026-02-21 00:34:55 -08:00
Kata Coder
5719a4e4e6 [Frontend] Support multimodal inputs for late-interaction scoring (ColQwen3) + NewModel: nvidia/nemotron-colembed (#34574) 
Signed-off-by: craftsangjae <craftsangjae@gmail.com>
 2026-02-20 20:01:40 -08:00
Kyle Sayers
64ac1395e8 [Docs] Clean up speculators docs (#34065) 
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
 2026-02-18 13:48:11 -08:00
Cyrus Leung
a766b30349 [Renderer] Deprecate code paths for old input processing (#34775) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-18 00:35:04 -08:00
Matthew Bonanni
dc5fa77a4e [Bugfix][MTP][Sparse MLA] Allow sparse MLA with MTP to run with FULL cudagraphs (#34457) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2026-02-17 14:01:27 -05:00
Harry Mellor
a21cedf4ff Bump lm-eval version for Transformers v5 compatibility (#33994) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-02-16 05:24:35 -08:00
Parth Bansal
5653021094 [Doc] Add Mistral-7b-v0.3 model to the batch invariance validated model (#34584) 
Signed-off-by: Parth Bansal <parthbansal127@gmail.com>
 2026-02-16 12:09:00 +08:00
Maryam Tahhan
f07a128413 [CPU][ARM] Add ARM BF16 cross-compilation support and improve documen… (#33079) 
Signed-off-by: Maryam Tahhan <mtahhan@redhat.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
 2026-02-15 06:33:08 -08:00
Isotr0py
19fab44152 [Doc] Update Encoder-Decoder models support doc with Florence-2 (#34581) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-02-15 04:18:57 -08:00
Kata Coder
d1ea65d0a1 [new model] add COLQwen3 code & Inference (#34398) 
Signed-off-by: craftsangjae <craftsangjae@gmail.com>
Signed-off-by: katacoder <craftsangjae@gmail.com>
 2026-02-14 12:15:19 +08:00
Ilya Boytsov
071d863e20 Extend ColBERT support to non-standard BERT backbones (#34170) 
Signed-off-by: Ilya Boytsov <ilya.boytsov@aleph-alpha.com>
 2026-02-13 09:53:09 +00:00
myselvess
bcf0731aa0 [New Model] support new model ovis2.6 (#34426) 
Signed-off-by: myselvess <23743269+myselvess@users.noreply.github.com>
 2026-02-13 00:12:45 -08:00
Matthew Bonanni
f2c47886fd [Attention] Add FlashInfer Sparse MLA backend (#33451) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
 2026-02-12 17:21:54 +00:00
Nicolò Lucchesi
334c715e0f [Docs] Spec decoding docs warning removal (#34439) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2026-02-12 09:01:51 -08:00
Louie Tsai
55a1a9563a Vllm CPU benchmark suite improvement (#34128) 
Signed-off-by: louie-tsai <louie.tsai@intel.com>
 2026-02-12 16:04:44 +08:00
Tianqi Ren
786806dd44 [Doc] Update Marlin support matrix for Turing (#34319) 
Signed-off-by: Tianqi Ren <tianqi.r@outlook.com>
 2026-02-11 09:03:41 +00:00
Kunshang Ji
cb9574eb85 [XPU][9/N] clean up existing ipex code/doc (#34111) 
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
 2026-02-11 00:27:15 -08:00
AllenDou
21dfb842d7 [model] support FunASR model (#33247) 
Signed-off-by: zixiao <shunli.dsl@alibaba-inc.com>
Co-authored-by: zixiao <shunli.dsl@alibaba-inc.com>
 2026-02-11 07:37:09 +00:00
Cyrus Leung
c9a1923bb4 [Plugin] Simplify IO Processor Plugin interface (#34236) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-10 19:47:39 -08:00
bnellnm
d1481ba783 [MoE Refactor] Introduce MoERunner abstraction and move execution logic from FusedMoE to DefaultMoERunner (#32344) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2026-02-10 19:51:07 -05:00
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