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775 Commits

Author SHA1 Message Date
Aaron Hao
89a385d79f [Feat][RL] Pause and Resume with keep requests for single engine (#32351) 
Signed-off-by: ahao-anyscale <ahao@anyscale.com>
Signed-off-by: Aaron Hao <ahao@anyscale.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
 2026-02-07 00:08:58 +00:00
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
Benjamin Chislett
af3162d3aa [Spec Decode] Unified Parallel Drafting (#32887) 
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
 2026-02-05 12:37:18 -05:00
Aaron Hao
c1858b7ec8 [Feat][RL][1/2] Native Weight Syncing API: NCCL (#31943) 
Signed-off-by: ahao-anyscale <ahao@anyscale.com>
Signed-off-by: Aaron Hao <ahao@anyscale.com>
Co-authored-by: SumanthRH <sumanthrh99@gmail.com>
 2026-02-05 12:13:23 -05:00
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
wang.yuqi
1b8fe6f7c4 [Frontend][4/n] Make pooling entrypoints request schema consensus | ScoreRequest (#33060) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-02-04 01:48:40 +00:00
Patrick von Platen
3f7662d650 [Voxtral Realtime] Change name (#33716) 
Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com>
 2026-02-03 13:03:28 -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
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
Cyrus Leung
83449a5ff0 [Refactor] Clean up pooling serial utils (#33665) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-03 10:29:18 +00:00
Yang Liu
199e3cb476 [Model] Use mm_position to compute mrope positions for GLM-4.xV (#33039) 
Signed-off-by: Yang <lymailforjob@gmail.com>
 2026-02-02 16:55:48 +00:00
Isotr0py
4061dcf4c5 [Bugfix] Enable Kimi k25 processor test (#33562) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-02-02 14:25:25 +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
Cyrus Leung
f0a1c8453a [Frontend] Use new Renderer for Completions and Tokenize API (#32863) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-31 04:51:15 -08:00
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
Isotr0py
9df152bbf6 [Misc] Algin Qwen3-VL-embedding image example outputs with HF repo example (#33419) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-01-30 19:36:56 -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
Harry Mellor
9432ed8c7e Explicitly set return_dict for apply_chat_template (#33372) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-01-30 07:27:04 +00:00
Ryan Rock
070c811d6f [CI][AMD] Skip 4 GPUs testgroup ray tests (#33305) 
Signed-off-by: Ryan Rock <ryan.rock@amd.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
 2026-01-29 21:39:53 -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
Roger Wang
8b3f0a99dd [Models] Qwen3-ASR (#33312) 
Signed-off-by: Roger Wang <hey@rogerw.io>
 2026-01-29 19:27:15 +08:00
wang.yuqi
abb34ac43a [Bugfix] Fix Qwen3-VL-Reranker load. (#33298) 
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>
 2026-01-29 08:42:53 +00:00
ramos
36d450e3b8 Adds FunAudioChat multimodal audio model support (#2) (#33058) 
Signed-off-by: ramos <49182011+nemoramo@users.noreply.github.com>
Signed-off-by: mayufeng <mayufeng@example.com>
Co-authored-by: mayufeng <mayufeng@example.com>
 2026-01-28 05:18:09 +00:00
Harry Mellor
2eb673a088 Add flake8-implicit-str-concat rules to Ruff (#33191) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-01-28 04:56:10 +00:00
Jared Wen
6ee7f18f33 [Logging] add --disable-access-log-for-endpoints CLI option (#30011) 
Add a new CLI option --disable-access-log-for-endpoints to suppress
uvicorn access logs for specified endpoints (e.g., /health, /metrics, /ping).

This addresses the need to reduce log noise in production environments
where health check endpoints are frequently polled by load balancers or
monitoring systems, generating excessive log entries that obscure
meaningful request logs.

Fixes #29982

Signed-off-by: JaredforReal <w13431838023@gmail.com>
 2026-01-26 21:49:03 +00:00
Yuxuan Zhang
bb17e8f11c [GLM-OCR] GLM-OCR with MTP Support (#33005) 
Signed-off-by: zRzRzRzRzRzRzR <2448370773@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-01-26 06:24:43 -08:00
Itay Etelis
6ca2c91b96 [Model] Use mm_position to compute mrope positions for Qwen3-Omni (#33010) 
Signed-off-by: Itay Etelis <itay.etelis@ibm.com>
Co-authored-by: Itay Etelis <itay.etelis@ibm.com>
 2026-01-26 13:48:07 +00:00
ltd0924
b40db4dfec [StepVL] add step vl offline example (#33054) 
Signed-off-by: luotingdan <luotingdan@stepfun.com>
Co-authored-by: luotingdan <luotingdan@stepfun.com>
 2026-01-26 01:00:32 -08:00
Cyrus Leung
11b556878b [Refactor] Use data parser for matching data items to multi-modal UUIDs (#32955) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-26 15:00:28 +08:00
Itay Etelis
a698e8e7ad [Model] Use mm_position to compute mrope positions for Qwen2.5-Omni (#32772) 
Signed-off-by: Itay Etelis <itay.etelis@ibm.com>
Co-authored-by: Itay Etelis <itay.etelis@ibm.com>
 2026-01-25 20:15:53 +08:00
Mark McLoughlin
1cb4341fbc [ROCm][PD] Remove unused moriio connector proxy code (#32939) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2026-01-23 15:59:04 +00:00
wang.yuqi
05f3d714db [Frontend][3/n] Make pooling entrypoints request schema consensus | EmbedRequest & ClassifyRequest (#32905) 
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>
 2026-01-23 12:03:44 +00:00
wang.yuqi
328cbb2773 [Frontend][2/n] Make pooling entrypoints request schema consensus | ChatRequest (#32574) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-01-22 10:32:44 +00:00
Robert Shaw
cea3c754c4 [Quantization][Deprecation] Remove DeepSpeedFp8 (#32679) 
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
 2026-01-21 09:32:12 -05:00
Kim Hee Su
7727ce35c2 [Model] Add Eagle2.5-8B Vision-Language Model support (#32456) 
Signed-off-by: kimheesu <wlskaka4@gmail.com>
 2026-01-21 09:39:53 +00:00
Cyrus Leung
09194b90a5 [Doc] Update docs for MM model development with context usage (#32691) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-20 10:37:35 -08:00
杨朱 · Kiki
bb9172030e [Metrics] Complete removal of deprecated vllm:time_per_output_token_seconds metric (#32661) 
This PR completes the removal of the deprecated vllm:time_per_output_token_seconds
metric that was deprecated in v0.11, hidden in v0.12, scheduled for removal in v0.13,
but delayed until v0.15.

Signed-off-by: carlory <baofa.fan@daocloud.io>
Co-authored-by: Claude Haiku 4.5 <noreply@anthropic.com>
 2026-01-20 12:28:41 +00:00
Cyrus Leung
4753f3bf69 [Model] Use context managers for encoder- and LM-only mode (#32605) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-20 11:43:38 +08:00
Tomas Ruiz
4a5299c93f feat: spec decode with draft models (#24322) 
Signed-off-by: Tomas Ruiz <tomas.ruiz.te@gmail.com>
 2026-01-19 16:05:46 -05:00
wang.yuqi
c88860d759 [Frontend] Score entrypoint support data_1 & data_2 and queries & documents as inputs (#32577) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-01-19 14:07:46 +00:00
Isotr0py
38bf2ffb21 [Bugfix] Fix GLM-ASR audio encoder RoPE dim (#32540) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-01-18 19:17:59 +08:00
wang.yuqi
4ae77dfd42 [Frontend][1/n] Make pooling entrypoints request schema consensus | CompletionRequest (#32395) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-01-16 06:17:04 +00:00
sangho.lee
7e6f123810 Add Molmo2 multimodal model support (#30997) 
Signed-off-by: sanghol <sanghol@allenai.org>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-01-14 15:33:09 +08:00
HappyAmazonian
2f4a71daf2 [Misc] Add In-Container restart capability through supervisord for sagemaker entrypoint (#28502) 
Signed-off-by: Shen Teng <sheteng@amazon.com>
Signed-off-by: HappyAmazonian <91216626+HappyAmazonian@users.noreply.github.com>
 2026-01-13 13:06:10 -08:00
Cyrus Leung
232214b2ae [Bugfix] Replace PoolingParams.normalize with use_activation (#32243) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-13 10:45:42 +00:00
Jaehyun An
6bc9c8473e [MODEL] New model support for kakaocorp/kanana-1.5-v-3b-instruct (#29384) 
Signed-off-by: Jaehyun An <steve.ai@kakaocorp.com>
 2026-01-12 16:39:02 +00:00
Isotr0py
9dbe1fe960 [Bugfix] Fix missing scale passing for encoder Triton Attention implementation (#32149) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-01-12 11:13:41 +00:00
wang.yuqi
60446cd684 [Model] Improve multimodal pooling examples (#32085) 
Signed-off-by: wang.yuqi <noooop@126.com>
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-01-12 07:54:09 +00:00