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70 Commits
Author SHA1 Message Date
aoshen02Claude Fable 5.1vx120
 		560ef78bfe [Perf][Model Runner V2] Compact sampling masks on GPU instead of unpacking the full-vocab bitmask on CPU (#54901) 
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Signed-off-by: vx120 <893600387@qq.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
Co-authored-by: vx120 <893600387@qq.com>
 2026-09-03 19:03:36 -07:00
Nicolò Lucchesi dafbef15a1 [Core] Add max_num_queued_reqs and max_num_queued_tokens for queue size management (#49445) 
Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai>
 2026-08-31 14:26:49 +00:00
Tony 903a02192f [Bugfix] Handle empty FlatLogprobs slices and delta output (#53704) 
Signed-off-by: tony <864832769@qq.com>
 2026-08-26 21:00:54 +08:00
Matthew KotilaReed MeyersonClaude Opus 4.8
 		7cfb97e337 [Frontend][Core][Spec Decode] Per-request acceptance stats in OpenAI API responses (#48915) 
Signed-off-by: Matthew Kotila <7692737+matthewkotila@users.noreply.github.com>
Co-authored-by: Reed Meyerson <31574681+reed-meyerson@users.noreply.github.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
 2026-08-20 15:42:49 -07:00
vx120aoshen02CodexClaude Opus 4.6OpenAI Codex
 		50ba4bc6b2 [Feature] Mask Replay (#49577) 
Signed-off-by: vx120 <893600387@qq.com>
Signed-off-by: vx120 <57470515+vx120@users.noreply.github.com>
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
 2026-08-13 08:44:31 +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
yzong-rh a287eb163f [Front-end] [Messages] Populate num_cache_creation_tokens (#48535) 
Signed-off-by: Yifan Zong <yzong@redhat.com>
 2026-07-18 13:04:35 -04:00
omerpaz95andOr Ozeri 8df14cfc8c [EC Connector] Add EC Transfer Params (#42433) 
Signed-off-by: omerpaz95 <omerpaz95@gmail.com>
Co-authored-by: Or Ozeri <oro@il.ibm.com>
 2026-07-12 14:35:33 +03:00
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
aoshen02 8c79ad6580 Revert "[Core] Replace routing replay with device cache and async D2H pipeline" (#39917) (#42434) 
Signed-off-by: aoshen02 <aoshen@inferact.ai>
 2026-05-13 23:49:01 -07:00
TomerBN-Nvidia 8189a15914 [Core] Replace routing replay with device cache and async D2H pipeline (#39917) 
Signed-off-by: Tomer Barnatan <tbarnatan@nvidia.com>
 2026-05-07 11:24:56 -07:00
Csrayz 68be0f853e [Metrics] Add request_id to FinishedRequestStats to enable correlation between metrics and requests (#39710) 
Enables external `StatLogger` plugins to correlate per-request metrics
with request-level context. Also, this is a pre-requisite for Prometheus
exemplars in #30972.

Signed-off-by: Csrayz <33659823+Csrayz@users.noreply.github.com>
 2026-04-15 11:24:17 +00:00
Mark McLoughlinandOr Ozeri d3af8c1831 [Core][Metrics][BugFix] Replace num_cached_tokens/num_external_computed_tokens with PrefillStats (#37460) 
Related to `Counters can only be incremented by non-negative amounts`
error with the `vllm:prompt_tokens_by_source_total` metric.

Signed-off-by: Mark McLoughlin <markmc@redhat.com>
Co-authored-by: Or Ozeri <or@ozery.com>
 2026-04-14 09:00:45 +01:00
Nick Hill dbf0da817a [Core] Cleanup engine pause/sleep logic (#34528) 
Signed-off-by: Nick Hill <nickhill123@gmail.com>
 2026-02-24 19:33:34 -08:00
LiandLi Zhang 59c6233297 Support prompt_embeds for pooling requests in output processor (#34904) 
Signed-off-by: Li Zhang <lzhanga@amazon.com>
Co-authored-by: Li Zhang <lzhanga@amazon.com>
 2026-02-20 19:57:38 -08:00
Cyrus Leung b96f7314b4 [Refactor] Pass Renderer to Input Processor (#34329) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-11 19:38:11 -08:00
Wentao YeandNick Hill e1060a71a1 [Perf] Optimize detokenizer python logic (#32975) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
 2026-02-09 23:54:41 -08:00
emricksini-h 325ab6b0a8 [Feature] OTEL tracing during loading (#31162) 2026-02-05 16:59:28 -08:00
Joshua DengRoger WangPatrick von PlatenNick Hill
 		91601ff478 [Feature] add session based streaming input support to v1 (#28973) 
Signed-off-by: Joshua Deng <joshuakdeng@gmail.com>
Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
 2026-01-24 12:06:28 -08:00
Hongxin Xu22quinnarlenxu
 		49e6b86c91 [Feature] Support recording expert indices for rollout router replay (#28284) 
Signed-off-by: xhx1022 <1737006628@qq.com>
Signed-off-by: Hongxin Xu <70438206+xhx1022@users.noreply.github.com>
Signed-off-by: arlenxu <arlenxu@tencent.com>
Co-authored-by: 22quinn <33176974+22quinn@users.noreply.github.com>
Co-authored-by: arlenxu <arlenxu@tencent.com>
 2026-01-12 06:23:04 -08:00
Wentao Ye e18464a57d [Perf] Optimize async scheduling placeholder using empty (#32056) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-01-10 00:46:11 +00:00
Nick Hill 3b312fb792 [Minor] Various small code cleanups/simplifications (#31508) 
Signed-off-by: njhill <nickhill123@gmail.com>
 2025-12-29 22:42:06 -08:00
Mark McLoughlinandNick Hill f790068600 [Core] Add a random suffix to frontend-provided request IDs (#27987) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
 2025-12-23 13:05:39 -08:00
Jee Jee Li 0e391e7570 [Bugfix] Fix RequestOutput miss lora_request (#30636) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-12-16 01:36:35 -08:00
Victor Ziliang Peng f1599ca55d feat(metrics): Add prefill KV compute metric excluding cached tokens (#30189) 
Signed-off-by: Ziliang Peng <ziliang@character.ai>
 2025-12-09 00:08:48 +00:00
Cyrus Leung 34a984274e [Misc] Refactor tokenizer interface (#29693) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-29 04:02:21 -08:00
Samitand22quinn 371b1d4c61 [RL] Add Pause and Resume Generation for Asynchronous RL Training (#28037) 
Signed-off-by: SamitHuang <285365963@qq.com>
Signed-off-by: Samit <285365963@qq.com>
Signed-off-by: samithuang <285365963@qq.com>
Co-authored-by: 22quinn <33176974+22quinn@users.noreply.github.com>
 2025-11-20 03:01:03 -08:00
elvischenvandNick Hill 5d6ce2b960 [Perf] Support stream interval for reducing host overhead (#27869) 
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
 2025-11-13 13:21:25 -05:00
Mark McLoughlin 6f7de33bed [Metrics] Refactor LoRA state tracking (#26801) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2025-11-10 16:34:36 +08:00
Wentao Ye c01f6e525f [CI] Fix mypy for vllm/v1/core and vllm/v1/engine (#27108) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-30 11:32:17 +00:00
wang.yuqi 3729ed00ba [Model] Add num_cached_tokens for PoolingRequestOutput (#27378) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-10-23 14:03:42 +08:00
Harry Mellor 8fcaaf6a16 Update Optional[x] -> x | None and Union[x, y] to x | y (#26633) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-12 09:51:31 -07:00
Harry Mellor d6953beb91 Convert formatting to use ruff instead of yapf + isort (#26247) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-05 07:06:22 -07:00
HUIJONG JEONG 3e70e3d4d5 add(v1): RequestStatesStats to RequestOutput (#24947) 
Signed-off-by: huijjj <huijong.jeong@squeezebits.com>
 2025-10-03 08:56:25 +00:00
wang.yuqiandCyrus Leung fe6b19c314 [Bugfix] Properly abort pooling request. (#25734) 
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-09-26 05:47:34 -07:00
Andrew SansomandCyrus Leung 9a4600e4dc [CORE] Prompt Embeddings Support for v1 Engine (#24278) 
Signed-off-by: Andrew Sansom <andrew@protopia.ai>
Signed-off-by: Andrew Sansom <qthequartermasterman@gmail.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-09-19 08:03:09 +08:00
Zhuohan Li 6c47f6bfa4 [Core] Remove tokenizer group in vLLM (#24078) 
Signed-off-by: Zhuohan Li <zhuohan123@gmail.com>
 2025-09-17 08:42:59 +00:00
Andrew Xia 25aba2b6a3 [gpt-oss] Add IncompleteDetails to ResponsesRepsonse (#24561) 
Signed-off-by: Andrew Xia <axia@meta.com>
 2025-09-15 13:07:55 -07:00
RichardoMuMu HuaiYe ZhangBenjamin Bartelssimon-mo瑜琮Aaron Pham22quinn
 		40b6c9122b [V1] feat:add engine v1 tracing (#20372) 
Signed-off-by: Mu Huai <tianbowen.tbw@antgroup.com>
Signed-off-by: Ye Zhang <zhysishu@gmail.com>
Signed-off-by: RichardoMu <44485717+RichardoMrMu@users.noreply.github.com>
Signed-off-by: simon-mo <simon.mo@hey.com>
Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
Co-authored-by: Mu Huai <tianbowen.tbw@antgroup.com>
Co-authored-by: Ye Zhang <zhysishu@gmail.com>
Co-authored-by: Benjamin Bartels <benjamin@bartels.dev>
Co-authored-by: simon-mo <simon.mo@hey.com>
Co-authored-by: 瑜琮 <ly186375@antfin.com>
Co-authored-by: Aaron Pham <contact@aarnphm.xyz>
Co-authored-by: 22quinn <33176974+22quinn@users.noreply.github.com>
 2025-09-11 17:10:39 -07:00
Nick Hill ebcce2cd36 [Core] Return final response for aborted requests from AsyncLLM.generate (#22283) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-08-14 14:49:02 -07:00
Christian Pinto 8560a5b258 [Core][Model] PrithviMAE Enablement on vLLM v1 engine (#20577) 
Signed-off-by: Christian Pinto <christian.pinto@ibm.com>
 2025-07-23 11:00:23 -07:00
Maximilien de Bayserand22quinn 799397ee4f Support embedding models in V1 (#16188) 
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Signed-off-by: Max de Bayser <maxdebayser@gmail.com>
Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
Co-authored-by: 22quinn <33176974+22quinn@users.noreply.github.com>
 2025-06-18 21:36:33 -07:00
Simon Mo 02f0c7b220 [Misc] Add SPDX-FileCopyrightText (#19100) 
Signed-off-by: simon-mo <simon.mo@hey.com>
 2025-06-03 11:20:17 -07:00
Chaunceyandsimon-mo b046cf792d [Feature][V1]: suupports cached_tokens in response usage (#18149) 
Co-authored-by: simon-mo <xmo@berkeley.edu>
 2025-05-23 01:41:03 -07:00
Robert ShawTyler Michael SmithApostaCRobert ShawmgoinNick HillTyler Michael SmithBrent Salisbury
 		d19110204c [P/D] NIXL Integration (#17751) 
Signed-off-by: ApostaC <yihua98@uchicago.edu>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Signed-off-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com>
Signed-off-by: Robert Shaw <rshaw@neuralmagic.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Signed-off-by: Brent Salisbury <bsalisbu@redhat.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: ApostaC <yihua98@uchicago.edu>
Co-authored-by: Robert Shaw <rshaw@neuralmagic.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Tyler Michael Smith <tysmith@redhat.com>
Co-authored-by: Brent Salisbury <bsalisbu@redhat.com>
 2025-05-12 09:46:16 -07:00
Harry Mellor d6484ef3c3 Add full API docs and improve the UX of navigating them (#17485) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-03 19:42:43 -07:00
Nick Hill df6f3ce883 [Core] Remove prompt string from engine core data structures (#17214) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-04-25 23:41:05 -07:00
Harry Mellor 0a05ed57e6 Simplify TokenizerGroup (#16790) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-04-24 04:43:56 -07:00
Jeffrey Li 0e4254492f [Bugfix]: fix issue with n>1 sampling on v1 requests overriding each other (#16863) 
Signed-off-by: Jeffrey Li <jeffrey.dot.li@gmail.com>
 2025-04-22 11:40:19 +08:00
Robert Shawrshaw@neuralmagic.com <rshaw@neuralmagic.com>Cyrus LeungRussell BryantAndrew Feldmanafeldman-nmNick Hill
 		2b05b8ce69 [V1][Frontend] Improve Shutdown And Logs (#11737) 
Signed-off-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com>
Signed-off-by: Andrew Feldman <afeldman@neuralmagic.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: Andrew Feldman <afeldman@neuralmagic.com>
Co-authored-by: afeldman-nm <156691304+afeldman-nm@users.noreply.github.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
 2025-04-16 19:48:34 -07:00