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613 Commits

Author SHA1 Message Date
Cyrus Leung
d00d652998
[CI/Build] Replace vllm.entrypoints.openai.api_server entrypoint with vllm serve command (#25967) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-02 10:04:57 -07:00
David Ben-David
9a9f48dff7
[V1] [P/D] Add Support for KV Load Failure Recovery (#19330) 
Signed-off-by: David Ben-David <davidb@pliops.com>
Co-authored-by: David Ben-David <davidb@pliops.com>
 2025-09-30 14:57:08 -07:00
Cyrus Leung
2f652e6cdf
[Doc] Improve MM Pooling model documentation (#25966) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-09-30 18:58:29 +00:00
Zhuohan Li
8eb0a1d906
[Doc] Polish example for torchrun dp (#25899) 2025-09-29 21:31:34 +00:00
Roger Wang
23b8ee672d
[Misc] Update openai client example file for multimodal (#25795) 
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-09-27 07:57:07 +00:00
qizixi
c70ac4b8ff
[spec decode] Consolidate speculative decode method name for MTP (#25232) 
Signed-off-by: zixi-qi <qizixi@meta.com>
 2025-09-26 22:27:05 +00:00
Iceber Gu
6e30010d2f
fix: print outputt offline_inference/base/chat.py example (#25744) 
Signed-off-by: Iceber Gu <caiwei95@hotmail.com>
 2025-09-26 01:18:24 -07:00
Harry Mellor
8c853050e7
[Docs] Enable fail_on_warning for the docs build in CI (#25580) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-24 19:30:33 +00:00
Ekagra Ranjan
867ecdd1c8
[Spec Decode][CI] Add e2e test for examples/spec_decode.py and prevent breaking Acceptance Length (#24531) 
Signed-off-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2025-09-23 10:46:40 -07:00
Fanli Lin
4c966e440e
[XPU] Fix MOE DP accuracy issue on XPU (#25465) 2025-09-23 14:32:57 +00:00
Lucia Fang
922979bfcc
[DP] support torchrun external launcher with Data Parallelism (#24899) 
Signed-off-by: Lu Fang <fanglu@fb.com>
Signed-off-by: Zhuohan Li <zhuohan123@gmail.com>
Co-authored-by: Zhuohan Li <zhuohan123@gmail.com>
 2025-09-22 12:06:05 -07:00
Roger Wang
7b57a433da
[Model] Support Dots OCR (#24645) 
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: yinz-aizip <yinz@aizip.ai>
 2025-09-22 02:24:40 +00:00
Woosuk Kwon
bc6e542d9f
Remove V0 attention backends (#25351) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-09-21 16:03:28 -07:00
Woosuk Kwon
52c2a8d4ad
[V0 Deprecation] Remove LLMEngine (#25033) 
Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-09-20 17:56:30 -07:00
Cyrus Leung
6c117cff7d
[Frontend] Pass API server count to each process (#23717) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-09-20 01:15:19 +08:00
Harry Mellor
058525b997
Move PoolerConfig from config/__init__.py to config/pooler.py (#25181) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-19 11:02:55 +00:00
qizixi
c4cb0af98a
[spec decode] Fix MTP inference path for MiMo-7B model (#25136) 
Signed-off-by: zixi-qi <qizixi@meta.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-09-18 09:12:19 -07:00
wang.yuqi
5f696c33b1
[New Model] Support BertForTokenClassification / Named Entity Recognition (NER) task (#24872) 
Signed-off-by: wang.yuqi <noooop@126.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-09-18 23:22:01 +08:00
Aaron Pham
29283e8976
[Chore] Cleanup guided namespace, move to structured outputs config (#22772) 
Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-18 09:20:27 +00:00
afeldman-nm
7ae9887542
[V1] Logits processor docs (#22919) 
Signed-off-by: Andrew Feldman <afeldman@redhat.com>
Signed-off-by: afeldman-nm <156691304+afeldman-nm@users.noreply.github.com>
Co-authored-by: Joseph Marinier <Joseph.Marinier@gmail.com>
 2025-09-17 11:53:12 -07:00
Roger Wang
0f7acdd73c
[Model] Support Qwen3-VL Model Series (#24727) 
Signed-off-by: Roger Wang <hey@rogerw.io>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Huang Jie <92386084+JJJYmmm@users.noreply.github.com>
Co-authored-by: 松灵 <26085463+wulipc@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-09-17 05:01:04 +00:00
Sage Moore
567939953b
[Core/DBO][1/N] Add Dual-Batch Overlap mechanism to VLLM (#23693) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Sage Moore <sage@neuralmagic.com>
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
 2025-09-16 12:21:48 -04:00
liangwen12year
de3e53a75b
feat: Add Grafana and Perces monitoring dashboards for vLLM (#23498) 2025-09-16 05:53:40 -07:00
Woosuk Kwon
759ef49b15
Remove V0 Encoder-Decoder Support (#24907) 
Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
 2025-09-15 21:17:14 -07:00
Isotr0py
0e219cd50b
[Bugfix] Fix GLM4.1V multimodal processor with compatability for Transformers v4.56 (#24822) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-09-15 20:45:06 +08:00
wang.yuqi
bf214ca226
[Misc] Fix examples openai_pooling_client.py (#24853) 
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-15 11:57:30 +00:00
Didier Durand
41ae4a1eab
[Doc]: fix typos in various files (#24798) 
Signed-off-by: Didier Durand <durand.didier@gmail.com>
 2025-09-13 00:43:33 -07:00
Chenheli Hua
7f2ea7074e
[Frontend][Multimodal] Allow skipping media data when UUIDs are provided. (#23950) 
Signed-off-by: Roger Wang <hey@rogerw.io>
Signed-off-by: Chenheli Hua <huachenheli@outlook.com>
Signed-off-by: Roger Wang <hey@rogerw.me>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.me>
 2025-09-13 02:16:06 +00:00
Russell Bryant
37e8182bfe
[v1] Add Whisper model support (encoder-decoder) (#21088) 
Signed-off-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: NickLucche <nlucches@redhat.com>
 2025-09-10 13:53:35 -07:00
Weixiao Huang
3d2a2de8f7
[RL] fast weight update with zmq + ipc handles (#24295) 
Signed-off-by: huangweixiao <huangweixiao@msh.team>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
 2025-09-09 16:57:46 +08:00
Didier Durand
46876dff32
[Doc]: fixing typos to improve docs (#24480) 
Signed-off-by: Didier Durand <durand.didier@gmail.com>
 2025-09-08 23:06:04 -07:00
Zebing Lin
82dfb12e52
[Core] Use sha256 bytes instead of BlockHash to reduce GC overhead (#23673) 
Signed-off-by: linzebing <linzebing1995@gmail.com>
 2025-09-08 21:34:37 -07:00
Christian Pinto
9cd76b71ab
[Misc] Terratorch related fixes (#24337) 
Signed-off-by: Christian Pinto <christian.pinto@ibm.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-09-08 06:40:26 -07:00
Didier Durand
f4962a6d55
[Doc]: fix typos in Python comments (#24417) 
Signed-off-by: Didier Durand <durand.didier@gmail.com>
 2025-09-08 00:22:16 -07:00
Woosuk Kwon
4172235ab7
[V0 deprecation] Deprecate V0 Neuron backend (#21159) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-09-06 16:15:18 -07:00
Didier Durand
83609ca91d
[Doc]: fix typos in Python comments (#24173) 
Signed-off-by: Didier Durand <durand.didier@gmail.com>
Co-authored-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2025-09-04 08:52:17 -07:00
mgazz
51d5e9be7d
[Core][Model] Terratorch backend integration (#23513) 
Signed-off-by: Michele Gazzetti <michele.gazzetti1@ibm.com>
Signed-off-by: Christian Pinto <christian.pinto@ibm.com>
Co-authored-by: Christian Pinto <christian.pinto@ibm.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-09-04 00:22:41 -07:00
bingchen-mi
e7fc70016f
[Model] Add MiDashengLM model support (#23652) 
Signed-off-by: chenbing8 <chenbing8@xiaomi.com>
Signed-off-by: bingchen-mi <chenbing8@xiaomi.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-09-04 00:08:09 -07:00
Peter Pan
b5ee1e3261
Remove deprecated PyNcclConnector (#24151) 
Signed-off-by: Peter Pan <Peter.Pan@daocloud.io>
 2025-09-03 22:49:16 +00:00
bnellnm
e9b92dcd89
[Kernels] Overlap shared experts with send/recv (#23273) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2025-09-03 12:35:18 -04:00
co63oc
1bd007f234
fix some typos (#24071) 
Signed-off-by: co63oc <co63oc@users.noreply.github.com>
 2025-09-02 20:44:50 -07:00
afeldman-nm
136d853e65
[V1] Wrapper which plumbs request-level logits processors into vLLM batch-level logits processing (#23656) 
Signed-off-by: Andrew Feldman <afeldman@redhat.com>
 2025-09-03 02:52:51 +00:00
Mark McLoughlin
2417798471
[Metrics] Deprecate TPOT in favor of ITL (#24110) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2025-09-02 18:10:10 +00:00
Nicolò Lucchesi
0a74e9d0f2
[Gemma3n] Fix audio batching (#24052) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-09-02 22:23:35 +08:00
Christian Berge
8bd5844989
correct LWS deployment yaml (#23104) 
Signed-off-by: cberge908 <42270330+cberge908@users.noreply.github.com>
 2025-09-02 12:04:59 +00:00
Christian Pinto
cf91a89dd2
[docs][misc] IOProcessor plugins fixes (#24046) 
Signed-off-by: Christian Pinto <christian.pinto@ibm.com>
 2025-09-01 09:17:41 -07:00
Kwai-Keye
7c8271cd1e
[Model]: support KeyeVL-1_5-8B (#23838) 
Signed-off-by: wangruitao <wangruitao@kuaishou.com>
Co-authored-by: wangruitao <wangruitao@kuaishou.com>
 2025-09-01 03:50:27 -07:00
Didier Durand
107284959a
[Doc]: fix typos in Python comments (#24026) 
Signed-off-by: Didier Durand <durand.didier@gmail.com>
 2025-09-01 09:38:20 +00:00
Christian Pinto
1cb39dbcdd
[Misc] IO Processor plugins for pooling models (#22820) 
Signed-off-by: Christian Pinto <christian.pinto@ibm.com>
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Co-authored-by: Max de Bayser <mbayser@br.ibm.com>
 2025-08-31 23:07:12 -07:00
Or Ozeri
14b4326b94
v1: Support KV events from connectors (#19737) 
Signed-off-by: Or Ozeri <oro@il.ibm.com>
 2025-09-01 01:13:21 +00:00