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2831 Commits
Author SHA1 Message Date
Doug Smith 242e4213fc [Doc] Require GCC 13 for CUDA source builds (#60259) 
Signed-off-by: Doug Smith <dosmith@redhat.com>
 2026-10-08 09:43:39 -07:00
Woosuk Kwon 194bd72be7 [Compile] Remove torch.compile-based sequence parallelism and AsyncTP (#60517) 2026-10-08 08:28:23 -07:00
wangxiyuanandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> 072d49bb6e [Platform] Support platform-specific MLA prefill backend selection (#56959) 
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-10-08 15:25:21 +00:00
Matt MastracciClaude Opus 5.5Lucas WilkinsonLucas WilkinsonFrancisco Javier ArceoChauncey
 		d33872dfeb [Feat] Structured decisions endpoint (/v1/systemone) (#59299) 
Signed-off-by: Matt Mastracci <matthew@mastracci.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Francisco Javier Arceo <4163062+franciscojavierarceo@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Francisco Javier Arceo <4163062+franciscojavierarceo@users.noreply.github.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
 2026-10-08 14:48:12 +00:00
Harry MellorandClaude Opus 5.5 21d9758459 Remove Python 3.10 support now that it is EOL (#60402) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
 2026-10-08 02:30:52 -07:00
Shanshan Shen 95307ac6d4 [Doc] Update ViT CUDA graph design doc (#60519) 
Signed-off-by: Shanshan Shen <87969357+shen-shanshan@users.noreply.github.com>
 2026-10-08 14:00:58 +08:00
YueshenZandsfeng33 ed825aafc0 [Bugfix][Frontend] Fix Responses namespace aliases in named tool calling (#59723) 
Signed-off-by: Shen <312058264+YueshenZ@users.noreply.github.com>
Signed-off-by: sfeng33 <4florafeng@gmail.com>
Co-authored-by: sfeng33 <4florafeng@gmail.com>
 2026-10-08 00:07:52 +00:00
Artem Perevedentsev 4ac5a36a8e [CI/Build][NVIDIA] Build NIXL with NIXL EP from source in Rubin image (#60090) 
Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com>
 2026-10-08 02:44:17 +04:00
Cheese CakeOpenAI CodexClaude Opus 5.5
 		b9767299db [Bugfix] Respect Inductor deterministic mode in combo-kernel defaults (#59074) 
Signed-off-by: cheesecake <farzanaman99@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
 2026-10-07 20:08:11 +01:00
Andy Lo c741bfca70 [Docs] Add review areas for andylolu2 (#60416) 
Signed-off-by: Andy Lo <andy@mistral.ai>
 2026-10-07 16:05:29 +00:00
aoshen02wang.yuqiClaude Opus 5.5
 		cbee82324c [Docs][RL] Move pause/resume and batch invariance examples to examples/rl (#59949) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
 2026-10-07 06:22:10 +00:00
Yin LiYin LiClaude
 		7b665f7a58 [Frontend] Integer token IDs for generate output logprobs (GenerateLogProbs) (#58181) 
Signed-off-by: Yin Li <kevinli.ai.work@gmail.com>
Co-authored-by: Yin Li <kevinli.ai.work@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
 2026-10-06 17:22:47 +00:00
fxmarty-amdvllmellmTan Pin SiangMisha Goin
 		f8d92cae41 [Quantization] Layer re-quantization for linear layers through online quantization API (MXFP8 -> FP8 PTPC showcase) (#55684) 
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Signed-off-by: Tan Pin Siang <tanpinsiang@gmail.com>
Co-authored-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: Tan Pin Siang <tanpinsiang@gmail.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
 2026-10-06 11:38:18 -05:00
Sunny RangnaniClaudeJuan Pérez de Algaba
 		8bd7737a03 [Docs] Clarify that vLLM does not isolate tenants sharing a server (#59811) 
Signed-off-by: SunnyR <sunny.rangnani@chainguard.dev>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Juan Pérez de Algaba <124347725+jperezdealgaba@users.noreply.github.com>
 2026-10-06 22:39:59 +08:00
Wentao Ye 3e182185aa [Deprecation] Deprecate sonet dataset as scheduled (#60129) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-10-06 08:15:12 -04:00
czhu-cohereandaoshen02 6fddc9b21e [Profiler] Add per-session profiling controls to Python and Rust frontends (#57875) 
Signed-off-by: czhu <conway.zhu@cohere.com>
Signed-off-by: Conway Zhu <conway.zhu@cohere.com>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
 2026-10-06 05:21:19 +00:00
Chinmay-Kulkarni-AMDandCursor Agent 533d81b4b0 [ZenCPU][Test] Add zentorch/torch version pin consistency test (#52888) 
Signed-off-by: Chinmay Kulkarni <Chinmay.Kulkarni@amd.com>
Co-authored-by: Cursor Agent <cursoragent@cursor.com>
 2026-10-06 13:12:19 +08:00
Robert ShawClaude Opus 5.5Matthew Bonanni
 		2e3154aa18 [HiSparse] Log steady-state max concurrency and expose host-tier utilization gauges (#58949) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-10-05 14:20:32 -07:00
Raphaël RiallandandSimon Veitner c32495d58f [watermark] compatibility validation (#56801) 
Signed-off-by: Raphael Rialland <raphael.rialland@mistral.ai>
Signed-off-by: Simon Veitner <sveitner@redhat.com>
Co-authored-by: Simon Veitner <sveitner@redhat.com>
 2026-10-05 14:37:13 -04:00
Giancarlo Delfin 88f3c601b3 [Docs] Add reviewer area of interest for TheEpicDolphin (#60092) 
Signed-off-by: Giancarlo Delfin <gdelfin@inferact.ai>
 2026-10-05 18:35:19 +00:00
Sohaib Ahmed 64cb683842 [Model] Add Nemotron 3.5 ASR transcription support (#59827) 
Signed-off-by: Sohaib-Ahmed21 <sohaibahmed1919@gmail.com>
 2026-10-05 16:28:09 +00:00
Jee Jee Li f9c9e8ac24 [LoRA] Remove tensorizer (#60024) 
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
 2026-10-05 07:01:56 -07:00
cjackal 0e468adb43 [Model] Extend device-side mm normalization to Kimi K2.5 / K3 (#59278) 
Signed-off-by: cjackal <44624812+cjackal@users.noreply.github.com>
 2026-10-05 21:28:13 +08:00
Harshal JanjaniHarry MellorClaude Opus 5
 		34051ad714 feat: Add video support for the Transformers backend (#57441)
pre-commit / pre-run-check (push) Canceled after 0s
Details
pre-commit / pre-commit (push) Canceled after 0s
Details 
Signed-off-by: Harshal Janjani <harshaljanjani@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-10-05 00:51:15 -07:00
Shenglei FuClaude Opus 5.5Wentao Ye
 		1388100560 [Kernel][LoRA] Add deterministic split-K=8 LoRA shrink for batch invariance (#59377) 
Signed-off-by: Shenglei Fu <117230642+ShengleiFu@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2026-10-04 18:46:16 -04:00
Lio EinaudiYifan DaCodeBuddyClaude Fable 5.1Wentao Ye
 		89439db727 [CI][Docs] Fix decode/prefill consistency test prefix construction; add GLM-4-9B and Phi-4 to batch-invariant tested models (#53692) 
Signed-off-by: Yifan Da <1363818765@qq.com>
Signed-off-by: LioEinaudi <zhao3024667639@gmail.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Yifan Da <1363818765@qq.com>
Co-authored-by: CodeBuddy <noreply@codebuddy.dev>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2026-10-04 11:55:18 -04:00
aoshen02andClaude Opus 5.5 5e56e9af2a [Feature] Release the CUDA graph pool on sleep (#59160) 
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
 2026-10-04 01:13:10 +00:00
aoshen02aoshen02Claude Opus 5.5
 		e319f86f15 [Feature] Per-row candidate IDs for prefill token scoring (M2 of #56860) (#56984) 
Signed-off-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
 2026-10-03 14:17:09 +00:00
Martin Hickey bc21cba967 [Frontend] Add output_mode to /inference/v1/generate (RFC #56851 Phase 1) (#58588) 
Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com>
 2026-10-03 19:38:25 +08:00
Nils Matteson 9fdb174678 [Bugfix] Avoid InfiniBand state in TP1 snapshots (#59699) 
Signed-off-by: Nils Matteson <nilsmatteson@icloud.com>
 2026-10-03 03:59:17 +00:00
Shang WangClaude Opus 5.5Tyler Michael SmithShengqi Chen
 		8e443871f0 [CI/Build][NVIDIA] Build Rubin images on the public nvidia/cuda base image (#59288) 
Signed-off-by: Shang Wang <samshang.wang@mail.utoronto.ca>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Shengqi Chen <harry-chen@outlook.com>
 2026-10-03 00:12:33 +00:00
yifanFenggClaude Opus 5.5mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>Wentao Ye
 		6e517b15c1 [Docs] Add ERNIE 4.5 to batch invariance tested models (#58476) 
Signed-off-by: yifanFengg <evanfengff@gmail.com>
Signed-off-by: yifanFengg <yifanfen@amazon.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2026-10-02 20:37:32 +00:00
Julien Debache 111f71a6db [feat] FlashInfer CuteDSL MegaMoE integration (#54049) 
Signed-off-by: jdebache <jdebache@nvidia.com>
 2026-10-02 15:43:33 -04:00
Misha GoinandClaude 1ab18599ca [Agents] Add pre-commit check for agent files and skills (#59657) 
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
 2026-10-02 09:38:22 -07:00
+8
Lucas WilkinsonClaude Opus 5.5JartXTaneem IbrahimbnellnmItay EtelissimondanielssonRoberto L. CastroNetanel HaberItay AlroyFelix MartyVarun Sundar RabindranathMicah WilliamsoncjackalSummer YangRohan138kliuaeMisha Goin
 		7b6be2f1f4 [Docs] Add Reviewers page (#59459) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: JartX <sagformas@epdcenter.es>
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
Signed-off-by: bnellnm <49004751+bnellnm@users.noreply.github.com>
Signed-off-by: Itay Etelis <92247226+Etelis@users.noreply.github.com>
Signed-off-by: simondanielsson <simon.danielsson99@hotmail.com>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
Signed-off-by: Itay Alroy <ialroy@nvidia.com>
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
Signed-off-by: cjackal <44624812+cjackal@users.noreply.github.com>
Signed-off-by: Summer Yang <girasoleyang@gmail.com>
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
Signed-off-by: kliuae <kuanfu.liu@embeddedllm.com>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Co-authored-by: JartX <sagformas@epdcenter.es>
Co-authored-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
Co-authored-by: bnellnm <49004751+bnellnm@users.noreply.github.com>
Co-authored-by: Itay Etelis <92247226+Etelis@users.noreply.github.com>
Co-authored-by: simondanielsson <simon.danielsson99@hotmail.com>
Co-authored-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Co-authored-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
Co-authored-by: Itay Alroy <ialroy@nvidia.com>
Co-authored-by: Felix Marty <Felix.Marty@amd.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Micah Williamson <micah.williamson@amd.com>
Co-authored-by: cjackal <44624812+cjackal@users.noreply.github.com>
Co-authored-by: Summer Yang <girasoleyang@gmail.com>
Co-authored-by: Rohan138 <rohanpotdar138@gmail.com>
Co-authored-by: kliuae <kuanfu.liu@embeddedllm.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
 2026-10-02 16:11:31 +00:00
Rajeev Warrierandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> 30e956fad3 [Docs] Fix stale W4A16 NVFP4 default kernel in ModelOpt docs (#59135) 
Signed-off-by: Rajeev Warrier <warrier.rajeev.95@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-10-02 13:21:43 +00:00
Harry MellorandClaude Opus 5.5 6e4efafc6e [Model] Migrate GPT-NeoX, Phi, Seed-OSS and Jais2 to the Transformers modeling backend (#59701) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
 2026-10-02 11:18:35 +00:00
Lucas WilkinsonClaude Opus 5.5Matthew Bonanni
 		4056c8ac1f [Bugfix][HiSparse] Fix MTP acceptance collapse under FULL graphs with a saturated GPU pool (#59309) 
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-10-01 23:04:21 -07:00
Teng MaandTeng Ma 1a9eaa3a68 [Doc] Document ECMooncakeConnector for EPD disaggregation (#59196) 
Signed-off-by: Teng Ma <stmatengss@gmail.com>
Co-authored-by: Teng Ma <stmatengss@users.noreply.github.com>
 2026-10-02 12:10:33 +08:00
Martin Hickey fcfacc3499 [Bugfix][Frontend] Seed derender detokenization from the prompt (#59046) 
Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com>
 2026-10-02 03:17:56 +00:00
Harry MellorandClaude Opus 5.5 8faacd707f [Model] Migrate Glm, Arcee, CWM and Mellum to the Transformers modeling backend (#59679) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
 2026-10-02 03:15:14 +00:00
Yoni GozlanCursorBugen ZhaoClaude Opus 5.5
 		9bd993564f [Frontend] Parse tool calls and reasoning from checkpoint response templates (#58604) 
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Signed-off-by: Yoni Gozlan <yonigozlan@users.noreply.github.com>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
 2026-10-02 02:33:00 +00:00
Hyunjae Wooandaoshen02 5a661487e2 [Feature] Add native ModelExpress weight transfer backend (#58399) 
Signed-off-by: Hyunjae Woo <hwoo@nvidia.com>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
 2026-10-02 02:29:35 +00:00
Flora Feng 785b990116 [Distributed] Enable custom all-reduce under VLLM_BATCH_INVARIANT (#58623) 
Signed-off-by: Flora Feng <4florafeng@gmail.com>
Signed-off-by: sfeng33 <4florafeng@gmail.com>
 2026-10-02 02:25:48 +00:00
Flora Feng a5105dba05 [Frontend] Port Step-3.5 parsers to the streaming parser engine (#59321) 
Signed-off-by: sfeng33 <4florafeng@gmail.com>
 2026-10-01 22:18:37 +00:00
Zijing Liu ea84051819 [KVConnector][NIXL] Count completion notifications that arrive after KV expiry (#58875) 
Signed-off-by: Zijing Liu <liuzijing2014@gmail.com>
 2026-10-01 21:30:58 +00:00
Sundri Lai bcee730b1a [Docs] Remove references to removed env vars (#59530) 
Signed-off-by: Sundri Lai <laiyanting.neu@gmail.com>
 2026-10-01 08:26:14 +00:00
aoshen02Codexfh3Claude Fable 5.1
 		4a9d6f9572 [Bugfix] Preserve sampling masks in DELTA and TITO streaming outputs (#55935) 
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Signed-off-by: fh3 <a@b>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: fh3 <a@b>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
 2026-10-01 14:43:38 +08:00
vx120Cuiping Chengaoshen02Claude Opus 5.5
 		70be6aae19 [Feature][Spec Decode] Support sampling mask replay for MRV2 MTP (#59359) 
Signed-off-by: Cuiping Cheng <chengcuipingswu@163.com>
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Cuiping Cheng <chengcuipingswu@163.com>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
 2026-10-01 13:51:39 +08:00
Guy StoneandClaude Fable 5 37d6174096 [Metrics] Add --custom-histogram-buckets to override histogram bucket families (#48867) 
The core engine histograms ship with default bucket boundaries tuned for
typical serving workloads. The `--custom-histogram-buckets` option replaces
the boundaries of one or more bucket families. Use it, for example, to track
sub-300ms latency SLOs with the request-phase histograms, whose smallest
default boundary is 0.3s.

Signed-off-by: Guy Stone <guys@spotify.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
 2026-10-01 01:03:39 +00:00