Commit Graph
1050 Commits
Author SHA1 Message Date
Cyrus Leung 792a74b973 [Doc] Improve UX of --enable-log-requests (#35723)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-03-02 08:24:09 -08:00
dea268336f [1/N] Elastic EP Milestone 2 (#34861)
Signed-off-by: Yongji Wu <wuyongji317@gmail.com>
Signed-off-by: Itay Alroy <ialroy@nvidia.com>
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Signed-off-by: Ron Tourgeman <rtourgeman@nvidia.com>
Co-authored-by: Yongji Wu <wuyongji317@gmail.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Ron Tourgeman <rtourgeman@nvidia.com>
2026-02-28 04:46:42 +00:00
Akash kaothalkarandAkash kaothalkar e03ddcfbd4 [Hardware][Powerpc]Enable prefix caching and chunked prefill for ppc64le (#35081)
Signed-off-by: Akash kaothalkar <akash.kaothalkar@ibm.com>
Co-authored-by: Akash kaothalkar <akash.kaothalkar@ibm.com>
2026-02-26 10:21:24 +00:00
Michael GoinandRobert Shaw de527e1cec [UX] Add --moe-backend arg for explicit kernel selection (#33807)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
2026-02-25 17:44:44 -08:00
Michael Goin cbf8f7028c [UX] Add --performance-mode {balanced,interactivity,throughput} (#34936)
Signed-off-by: mgoin <mgoin64@gmail.com>
2026-02-25 17:28:31 -08:00
Ming YangandMichael Goin 6831650c40 [offloader] v2: Hide weight onloading latency via prefetching (#29941)
Signed-off-by: Ming Yang <minos.future@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
2026-02-25 17:20:59 -08:00
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
R3hankhanandLi, Jiang <jiang1.li@intel.com> 34ce0ffd1f [CPU][Perf] Accelerate Attention head for s390x using vector intrinsics (#34434)
Signed-off-by: Rehan Khan <Rehan.Khan7@ibm.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
2026-02-24 07:25:39 -08:00
Lucas Wilkinson aaefc58ee0 [CI] Revert PRs 34818 and 33600 (#34979) 2026-02-20 13:25:50 -08:00
Matthew Bonanni 7743152957 [Attention] Refactor check_and_update_config (#33600)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
2026-02-17 17:06:54 -08:00
Cyrus Leung 574fe75245 [Renderer] Move InputPreprocessor into Renderer (2/2) (#34560)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-02-17 05:29:01 -08:00
Lucas KabelaandHarry Mellor a3205beffb [CI] Enable mypy coverage for individual excluded files (#34292)
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-02-16 07:34:29 -08:00
Cyrus Leung 73391a1baa [Renderer] Move InputPreprocessor into Renderer (1/2) (#34510)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
2026-02-14 10:14:21 -08:00
Wei Zhao b37b679770 [Feature][Perf] Support Selective CPU Weight Offloading (#34535)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
2026-02-13 20:02:24 -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 b96f7314b4 [Refactor] Pass Renderer to Input Processor (#34329)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-02-11 19:38:11 -08:00
Harry Mellor 40b8f55358 [Docs] Reduce time spent generating API docs (#34255)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-02-11 02:56:02 -08:00
Gregory Shtrasberg f0ca0671c7 [Feature] Warn about unrecognized environment variables (#33581)
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
2026-02-10 15:45:38 -06:00
Roger Wang 64a9c2528b [UX] Add --language-model-only for hybrid models (#34120)
Signed-off-by: Roger Wang <hey@rogerw.io>
2026-02-09 14:57:33 +00:00
Mohammad Miadh AngkadandLuka Govedič dd6a6e1190 [Kernel] Add KernelConfig flag to enable/disable FlashInfer autotune (#34006)
Signed-off-by: Mohammad Miadh Angkad <176301910+mmangkad@users.noreply.github.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
2026-02-07 05:24:44 -08:00
Aaron HaoandRobert Shaw 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
Cyrus Leung cd8b405bd0 [Refactor] Consolidate sequence normalization and enc-dec parsing (#33928)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-02-06 15:43:47 +00:00
Harry Mellor 51a7bda625 Update WeightTransferConfig to be more standard like the others (#33989)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-02-06 13:15:00 +00:00
Aaron HaoandSumanthRH 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
yugong333 ffe1fc7a28 Reduce the kernel overhead when num of active loras is smaller than max loras. Multiple cuda graphs are captured for each num of active-loras. (#32005)
Signed-off-by: Yu Gong <yu3.gong@gmail.com>
2026-02-02 12:30:06 -05:00
Cyrus Leung a358e4dffe [Refactor] Make Renderer an abstract class (#33479)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-02-01 10:36:30 +08:00
jma99_2333andRoger Wang 22d9a056d5 Support clear mm and encoder cache (#33452)
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.io>
2026-01-31 15:22:25 +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
Patrick von PlatenandNick Hill 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
Harry Mellor d334dd26c4 Move decode context parallel validationn to ParallelConfig (#33239)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-01-30 06:18:41 +00:00
linhaifeng f5d7049cc1 [Bugfix] Fix display error (inconsistent with context) (#33020)
Signed-off-by: linhaifeng <1371675203@qq.com>
2026-01-27 20:33:29 +00:00
Harry HuangandChen Zhang 5206e5e28c [V1][Hybrid] Mamba Prefix Caching with align mode (#30877)
Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
2026-01-23 09:56:48 -08:00
Cyrus Leung d117a4d1a9 [Frontend] Introduce Renderer for processing chat messages (using ModelConfig) (#30200)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-01-22 12:44:22 +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
Michael Goin 1be5a73571 [UX] Use kv_offloading_backend=native by default (#32421)
Signed-off-by: mgoin <mgoin64@gmail.com>
2026-01-15 18:55:11 +00:00
Yi Liu 50632adc58 Consolidate Intel Quantization Toolkit Integration in vLLM (#31716)
Signed-off-by: yiliu30 <yi4.liu@intel.com>
2026-01-14 07:11:30 +00:00
Nick Hill 9273a427b5 [Misc] Allow enabling NCCL for DP sync when async scheduling (#32197)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
2026-01-13 02:03:08 +00:00
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
Matthew Bonanni 2612ba9285 [1/N][Attention] Restructure attention: move files (#31916)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
2026-01-09 13:10:24 -08:00
Max HuandMax Hu 6ebe34d6fa [Feature] Add iteration level logging and enhance nvtx marker (#31193)
Signed-off-by: Max Hu <maxhu@nvidia.com>
Signed-off-by: Max Hu <hyoung2991@gmail.com>
Co-authored-by: Max Hu <maxhu@nvidia.com>
2026-01-09 00:13:39 +00:00
5825bbc1f7 [Quantization] Deprecate Long Tail of Schemes (#31688)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
2026-01-08 19:07:45 -05:00
04a49669d1 RayLLM Bugfix - Preserve obj store URL for multi engine_config creation (#30803)
Signed-off-by: Omer Dayan <omdayan@nvidia.com>
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2026-01-08 10:00:25 +00:00
prashanth058 d3235cb503 [Fix] Enable mm_processor_cache with vision LoRA (#31927)
Signed-off-by: prashanth058 <prashanth.dannamaneni@uipath.com>
2026-01-08 15:31:51 +08:00
Michael Goin a68e703c32 [UX] Add -ep shorthand for --enable-expert-parallel (#30890)
Signed-off-by: mgoin <mgoin64@gmail.com>
2026-01-05 19:13:36 -08:00
Nick Hill bd877162eb [BugFix] Support online dense model DP without overhead (#30739)
Signed-off-by: Nick Hill <nhill@redhat.com>
Signed-off-by: njhill <nickhill123@gmail.com>
2026-01-02 23:36:38 +08:00
Reagan Lee 1f5b7c41c3 Add Multimodal Processor Benchmark (#29105)
Signed-off-by: Reagan Lee <reaganjlee@gmail.com>
Signed-off-by: Reagan <reaganjlee@gmail.com>
2026-01-01 19:26:53 -08:00
ce1eafd1a5 [Core] Initialize LoRA support for tower and connector in multi-modal models (#26674)
Signed-off-by: bk-201 <joy25810@foxmail.com>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: prashanth058 <prashanth.dannamaneni@uipath.com>
Co-authored-by: bk-201 <joy25810@foxmail.com>
Co-authored-by: prashanth058 <prashanth.dannamaneni@uipath.com>
Co-authored-by: Anexdeus <5142168@mail.ru>
2025-12-26 04:48:20 -08:00
Cyrus Leung 7adeb4bfa8 [Bugfix] Fix max_model_len="auto" handling (#31260)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-12-24 19:15:27 +08:00
Michael Goin 8ee90c83f8 Add --max-model-len auto to auto-fit context to available memory (#29431)
Signed-off-by: mgoin <mgoin64@gmail.com>
2025-12-23 21:37:14 -08:00