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145 Commits
Author SHA1 Message Date
Andreas Karatzas a9dc631429 [Bugfix] Reject empty bad-word tokenizations (#53433) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-08-31 12:07:17 -07:00
jackandQwertyJack 5b0e5b69ac [Bugfix][Frontend] Validate stop_token_ids against vocab size (#54196) 
Signed-off-by: QwertyJack <7554089+QwertyJack@users.noreply.github.com>
Co-authored-by: QwertyJack <7554089+QwertyJack@users.noreply.github.com>
 2026-08-29 16:25:35 +00:00
Naveenraj KamalakannanandBenjamin Chislett d5cadcee86 [Feature][DSpark]: Logprobs adaptive verification (#52242) 
Signed-off-by: Naveenraj Kamalakannan <therealnaveenkamal@gmail.com>
Co-authored-by: Benjamin Chislett <bchislett@nvidia.com>
 2026-08-25 10:22:33 -04:00
Zhixia LiuianzxliuClaudeaoshen02CodexNick Hill
 		a1c5b1fd9f [Core][V1] Support trace_decode_token_ids for deterministic decode replay (#46701) 
Signed-off-by: ianzxliu <ianzxliu@tencent.com>
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Signed-off-by: Zhixia Liu <liuzhixia.nju@gmail.com>
Co-authored-by: ianzxliu <ianzxliu@tencent.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
 2026-08-20 15:12:43 +08:00
Jeffrey WangandClaude Opus 5 41f12a0daf [Bugfix] Raise VLLMValidationError from structured output validators (#52394) 
Signed-off-by: Jeffrey Wang <jeffreywang@anyscale.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-16 01:04:51 -07:00
Junhao ShenandClaude Opus 4.8 38f097fab8 [Bugfix] Reject NUL byte in structured_outputs.regex (#51796) 
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
 2026-08-14 00:08:36 +00:00
aoshen02OpenAI Codexmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 		7553aac77b [Frontend] Add routed-experts prompt offset (#51906) 
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-08-13 08:09:00 -07:00
Lucas WilkinsonOpenAI CodexClaude Opus 5Benjamin Chislettmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>Nick HillOpenAI Codex
 		7f7a32cfec [Spec Decode] DSpark confidence-scheduled verification (#47808) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Signed-off-by: Benjamin Chislett <chislett.ben@gmail.com>
Signed-off-by: Lucas Wilkinson <wilkinson.lucas@gmail.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Benjamin Chislett <chislett.ben@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
 2026-08-12 12:27:48 -07:00
Clinton ThomasLucas Bourtoulemergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 		b64a2708b0 Bound generation inputs before expensive work (#51447) 
Signed-off-by: Clinton Thomas <1033162+KernelClint@users.noreply.github.com>
Co-authored-by: Lucas Bourtoule <35483370+dhalf@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-08-11 22:03:50 +08:00
Zach Zhu 58f9659397 [Frontend][Core] Standardize request error handling with VLLMError hierarchy (#49665) 
Signed-off-by: Zach Zhu <zzqshu@126.com>
 2026-07-29 04:20:40 +00:00
Walter Beller-Moralesandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> 8040ef2426 [Frontend] expose stream_interval as req sampling param (#49754) 
Signed-off-by: walterbm <walter.beller.morales@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-07-27 11:30:37 +08:00
langzhao-netizenandClaude 8b8af2caf7 [Frontend] Expose logprob_token_ids on Python OpenAI endpoints (#43463) 
Signed-off-by: Lang Zhao <lang.zhao@galileo.ai>
Co-authored-by: Claude <noreply@anthropic.com>
 2026-07-13 14:40:21 -07:00
Guan-Ming Chiu ed051fab54 [Bugfix] Reject sampling params unsupported by diffusion models (#45418) 
Signed-off-by: Guan-Ming (Wesley) Chiu <105915352+guan404ming@users.noreply.github.com>
 2026-07-07 11:25:36 +00:00
Ting SUN ac521f6237 [Bugfix][Structured Outputs] Reject degenerate structured_outputs that crash EngineCore (#45346) 
Signed-off-by: Ting Sun <suntcrick@gmail.com>
 2026-06-30 22:41:33 +00:00
Muhammad FawazandMahad Durrani 97b5ce5c39 [Bugfix] Raise VLLMValidationError for non-integer logit_bias keys (#46612) 
Signed-off-by: muhammadfawaz1 <135441198+muhammadfawaz1@users.noreply.github.com>
Co-authored-by: Mahad Durrani <114791389+mahadrehmann@users.noreply.github.com>
 2026-06-30 06:18:59 +00:00
Peter Pan ebb0a71ad0 [Bugfix] Reject out-of-range temperature values in SamplingParams (#44965) 
Signed-off-by: Peter Pan <Peter.Pan@daocloud.io>
 2026-06-14 23:12:44 -07:00
WEI CHENG CHIUandClaude 521b88c29e [Bugfix] Reject structured outputs for diffusion decoders with a clear error (#45468) 
Signed-off-by: Wayne Chiu <waynehacking8@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
 2026-06-13 12:04:01 -07:00
Guan-Ming (Wesley) Chiu c7aa3d2630 [Core] Support structured outputs for beam search (#35022) 
Signed-off-by: Guan-Ming (Wesley) Chiu <guanmingchiu@gmail.com>
Signed-off-by: Guan-Ming (Wesley) Chiu <105915352+guan404ming@users.noreply.github.com>
 2026-06-12 06:56:25 -07:00
Juan Pérez de Algaba d598d23973 [Security] Reject non-finite temperature and repetition_penalty values (#45116) 
Signed-off-by: jperezde <jperezde@redhat.com>
 2026-06-11 01:12:14 -07:00
Andreas Karatzas 53b88d1dfc [CI] Reject out-of-vocabulary before they reach the GPU logprob path (#44042) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-06-02 22:27:52 -05:00
linzm1007andmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> 739af5c7e1 [Reasoning] [Bugfix] Reject invalid thinking_token_budget values (#43402) 
Signed-off-by: linzm1007 <linzm1007@126.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-05-26 03:37:30 -07:00
Hongxin XuClaude Opus 4.6arlenxuJunjie Zhang
 		c7560af424 [RFC] Replace shared-memory routed experts with ModelRunnerOutput transfer and HTTP support (#39568) 
Signed-off-by: xhx1022 <1737006628@qq.com>
Signed-off-by: arlenxu <arlenxu@tencent.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: arlenxu <arlenxu@tencent.com>
Co-authored-by: Junjie Zhang <junj.jay.zhang@gmail.com>
 2026-05-14 14:12:30 +00:00
Andreas Karatzas d628a3c5cb [ROCm][CI] Skip ROCm batch invalid-input test pending torch fix (#41572) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-05-13 18:50:47 +08:00
Wentao YeNick Hillmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 		d7af6b34d8 [Model Runner V2] Bug fix: logprob dtype int64/int32 issue (#41761) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-05-11 21:55:43 +00:00
Wentao YeandNick Hill 51295793a2 [Model Runner V2] Add logprob_token_ids support (#40559) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
 2026-05-01 10:02:03 -07:00
Julien Denize c0722f22de [Mistral Grammar] Fix tool and reasoning parsing (#39217) 
Signed-off-by: juliendenize <julien.denize@mistral.ai>
 2026-04-15 21:05:04 -07:00
Julien Denize fef56c1855 [Mistral Grammar] Support Grammar Factory (#38150) 
Signed-off-by: juliendenize <julien.denize@mistral.ai>
 2026-04-06 10:28:51 -04:00
Vedant V JhaveriVedant JhaveriClaude Opus 4.6Cyrus Leung
 		2e56975657 Generative Scoring (#34539) 
Signed-off-by: Vedant Jhaveri <vjhaveri@linkedin.com>
Co-authored-by: Vedant Jhaveri <vjhaveri@linkedin.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2026-03-31 16:02:11 -07:00
Juan Pérez de AlgabaandRussell Bryant b111f8a61f fix(security): Add VLLM_MAX_N_SEQUENCES environment variable and enforce limit (#37952) 
Signed-off-by: jperezde <jperezde@redhat.com>
Signed-off-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: Russell Bryant <rbryant@redhat.com>
 2026-03-27 09:02:10 -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
Harry Mellor f83b933b84 [CI] Bump mypy version to 1.19.1 (#36104) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-10 09:18:28 -07:00
Zhuohan Li 04b67d8f62 Remove unused disable_fallback field (#36546) 2026-03-09 20:56:54 -07:00
aykoppol 25e02647c2 [Core] Add optional flags to check for repetitive token patterns in engine output (#35451) 
Signed-off-by: aykoppol <aykoppol+git@gmail.com>
 2026-03-03 12:23:25 +08:00
Wentao YeandCyrus Leung e113a30113 [Deprecation] Deprecate code in 0.17 as scheduled (#35441) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2026-02-28 17:32:37 +00:00
Nick Hill b1d9f5372d [Model Runner V2] Warmup kernels (#35172) 
Signed-off-by: Nick Hill <nickhill123@gmail.com>
 2026-02-27 10:43:30 -08:00
Yiliu Dongandqianlihuang d940607629 [Core] Support min_tokens with speculative decoding (#32642) 
Signed-off-by: qianlihuang <yiliu.dong@qq.com>
Co-authored-by: qianlihuang <yiliu.dong@qq.com>
 2026-02-26 12:31:28 -05:00
Neil Schemenauer 54e2f83d0a [Feature] Lazy import for the "mistral" tokenizer module. (#34651) 
Signed-off-by: Neil Schemenauer <nas@arctrix.com>
 2026-02-23 00:43:01 -08:00
Martin HickeyandHarry Mellor e97c46a92d [BugFix]: Fix local mypy issues (#34739) 
Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-02-23 00:40:29 -08:00
Cyrus Leung ea5ff3a1f6 [Refactor] Simplify BOS/EOS token handling (#34435) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-12 18:18:24 -08:00
Cyrus Leung fb455ed547 [V0 Deprecation] Remove code related to per-request logits processors (#34400) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-12 20:44:28 +08:00
Cyrus Leung ced2a92f40 [Refactor] Move validation to params definitions (#34362) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-11 19:33:15 -08:00
cjackalandj0shuajun 35bf5d08e8 [bugfix] Fix online serving crash when text type response_format is received (#26822) 
Signed-off-by: cjackal <44624812+cjackal@users.noreply.github.com>
Signed-off-by: j0shuajun <59368606+j0shuajun@users.noreply.github.com>
Co-authored-by: j0shuajun <59368606+j0shuajun@users.noreply.github.com>
 2026-01-16 12:23:54 +08:00
R3hankhan 1ab055efe6 [OpenAI] Extend VLLMValidationError to additional validation parameters (#31870) 
Signed-off-by: Rehan Khan <Rehan.Khan7@ibm.com>
 2026-01-07 14:45:49 +00:00
Michael Goin bc5ef333e0 [Perf] Add skip_clone to SamplingParams for internal request handling (#31041) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-12-24 14:35:57 -08:00
Cyrus Leung 34a984274e [Misc] Refactor tokenizer interface (#29693) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-29 04:02:21 -08:00
kflu ce58fdc1c3 Fix PoolingParams.skip_reading_prefix_cache type (#29364) 
Signed-off-by: KFL <kludev@gmail.com>
 2025-11-25 06:39:29 +00:00
Harry Mellor 316c8492bf Scheduled removal of guided_* config fields (#29326) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-25 05:24:05 +00:00
Cyrus Leung 56e96b37e4 [V0 Deprecation] Remove best_of (#29090) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-21 11:40:40 +08:00
Jialin Ouyangand22quinn 40b6b38f2c [Core] Switch Flat logprob control from environment variable to SamplingParams (#28914) 
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
Co-authored-by: 22quinn <33176974+22quinn@users.noreply.github.com>
 2025-11-19 02:10:02 +00:00
wang.yuqi a55b64635c [Model] Allow users to control skip reading cache per request. (#28194) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-11-16 00:04:50 -08:00