Commit Graph
1000 Commits
Author SHA1 Message Date
Woosuk Kwon d74278fb67 [Model Runner V2] Fix unintended CPU-GPU sync in make_dummy (#34667)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
2026-02-16 19:00:29 -08:00
zhanqiuhu 9a8853f781 [Core] Pipeline Parallel support for Model Runner V2 (#33960)
Signed-off-by: Zhanqiu Hu <zh338@cornell.edu>
2026-02-16 17:48:16 -08:00
zhrrrandWoosuk Kwon 387a1898d9 [Model Runner V2] support bad_words sampling param (#33433)
Signed-off-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
2026-02-16 16:36:06 -08:00
Woosuk Kwon 9ca768c740 [Model Runner V2] Minor cleanup for Sampler (#34563)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
2026-02-14 18:29:03 -08:00
Thomas Parnell d5fe3f702c [Hybrid] Enable mamba prefix cache "align" mode with async scheduling (#33997)
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
2026-02-14 13:15:56 -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
Wentao YeandNick Hill 3d2a026fd0 [Feature] Pipeline Parallel Async send/recv, 2.9% E2E throughput improvement (#33368)
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>
2026-02-13 16:38:16 +08:00
Harry Huang 7a8a46ddcb [BugFix] Fix and optimize max_num_blocks_per_req calculation for MambaSpec (#34440)
Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
2026-02-13 00:13:14 -08:00
JaewonandLu Fang 4453ba8d9e [Core] Profiler improvements and lazy initialization (#33198)
Signed-off-by: Jaewon Lee <jaewon@meta.com>
Co-authored-by: Lu Fang <30275821+houseroad@users.noreply.github.com>
2026-02-12 16:16:38 -08:00
Xinyu Chen ffb3d553cc [Model Runner V2] Init cuda graph pool when necessary (#33217)
Signed-off-by: Xinyu Chen <xinyu1.chen@intel.com>
2026-02-11 09:12:13 -08:00
Li, Jiang 05339a7b20 [Bugfix][CPU] Fix llama4 inference on CPU (#34321)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
2026-02-11 19:07:23 +08:00
bnellnm d1481ba783 [MoE Refactor] Introduce MoERunner abstraction and move execution logic from FusedMoE to DefaultMoERunner (#32344)
Signed-off-by: Bill Nell <bnell@redhat.com>
2026-02-10 19:51:07 -05:00
Ilya Markov bb2fc8b5e7 [BugFix] Fix async EPLB hang with DeepEP LL all2all backend (#32860)
Signed-off-by: ilmarkov <markovilya197@gmail.com>
2026-02-10 22:34:47 +00:00
J SeppänenandTyler Michael Smith 506ad7d7c1 [Bugfix] Fix weights offloading for sleep mode (#32947)
Signed-off-by: Jarno Seppänen <jseppanen@nvidia.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
2026-02-10 20:38:17 +00:00
Qi Wang 33bcd3dc3b [Misc] Introduce ec_both role EC (encoder cache) connector (#34182)
Signed-off-by: Qi Wang <qiwa@nvidia.com>
2026-02-10 18:55:35 +00:00
Woosuk Kwon a2443de5fa [Model Runner V2] Use pinned memory for write_contents (#34222)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
2026-02-10 08:55:22 -08:00
Lucas WilkinsonandBenjamin Chislett 81e217fe6b [Bugfix] Fix DP Attention Padding in Dummy Run (#34187)
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Benjamin Chislett <bchislett@nvidia.com>
2026-02-10 05:29:39 +00:00
Nick Hill e7e52781ff [ModelRunner V2][BugFix] Fix max_query_len calculation (#34167)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
2026-02-09 21:47:17 +00:00
ZhengHongming888andgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> cb62e86f83 Add NUMA Core binding in nixl_connector for CPU xPyD (#32365)
Signed-off-by: Hongming Zheng <hongming.zheng@intel.com>
Signed-off-by: ZhengHongming888 <hongming.zheng@intel.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2026-02-09 15:39:12 +00:00
Reagan LeeandReagan Lee 7c233dbb36 [Tiny] Rename encoder budget file to more specific name (#34103)
Signed-off-by: Reagan Lee <“reaganjlee@gmail.com”>
Co-authored-by: Reagan Lee <“reaganjlee@gmail.com”>
2026-02-09 03:48:19 +00:00
Reagan LeeReagan Leegemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
c4df59ad43 Add embedding input functionality for disabled modalities [remake] (#32493)
Signed-off-by: Reagan Lee <“reaganjlee@gmail.com”>
Signed-off-by: Reagan Lee <reaganjlee@gmail.com>
Signed-off-by: Reagan Lee <96998476+reaganjlee@users.noreply.github.com>
Co-authored-by: Reagan Lee <“reaganjlee@gmail.com”>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2026-02-08 04:57:16 -08:00
Cyrus Leung 48312e579a [Misc] Make PlaceholderRange.get_num_embeds a method (#34035)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-02-07 05:30:17 +00:00
Nick Hill 40218a82ba [ModelRunner V2] Revert token rank comparison difference for now (#34017)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
2026-02-07 11:11:05 +08:00
zhrrr 16786da735 [Model Runner V2] support apply penalty for spec decode (#33251)
Signed-off-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
2026-02-06 10:56:48 -08:00
Wentao Ye 67a746e87f [Log] Optimize duplicate startup log (#33944)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-02-06 17:49:56 +00:00
Xinyu Chen e969a169ef support view_from_cpu_tensor on XPU (#33868)
Signed-off-by: Xinyu Chen <xinyu1.chen@intel.com>
2026-02-06 08:34:20 +00:00
emricksini-h 325ab6b0a8 [Feature] OTEL tracing during loading (#31162) 2026-02-05 16:59:28 -08:00
Benjamin Chislett af3162d3aa [Spec Decode] Unified Parallel Drafting (#32887)
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
2026-02-05 12:37:18 -05:00
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
Cyrus Leungandwang.yuqi 038914b7c8 [Refactor] Move task outside of PoolingParams.verify (#33796)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
2026-02-05 09:33:11 +00:00
Li, Jiang 07daee132b [CI/Build] Parallelize CPU CI tests (#33778)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
2026-02-05 13:53:48 +08:00
Nick Hill fa4e0fb028 [Core] Don't schedule spec tokens with prefill chunks (#33652)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
2026-02-04 23:40:22 +00:00
kourosh hakhamaneshi 2f6d17cb2f [rocm][ray] Fix: Unify Ray device visibility handling across CUDA and ROCm (#33308)
Signed-off-by: Kourosh Hakhamaneshi <kourosh@anyscale.com>
2026-02-04 10:09:14 -08:00
jiangkuaixue123 87d9a26166 [Bugfix] Fix ubatch wrapper num_tokens calculate (#33694)
Signed-off-by: jiangkuaixue123 <jiangxiaozhou111@163.com>
2026-02-04 16:41:45 +00:00
Isotr0py 02080179a3 [Bugfix] Fix torchrun PP broadcast deadlock with async scheduling (#33701)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2026-02-04 02:17:37 +00:00
Kunshang Ji e10604480b [XPU][1/N] Deprecate ipex and switch to vllm-xpu-kernels for xpu platform (#33379)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
2026-02-02 22:46:10 -08:00
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 d7e17aaacd [Refactor] Move profiling methods to MM budget (#33559)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-02-02 23:27:00 +08:00
Nick Hill cf0a99f84d [ModelRunner V2] Support spec decode with structured outputs (#33374)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
2026-02-02 00:19:59 +00:00
Nick Hill e535d90deb [ModelRunner V2] Misc minor simplifications and optimizations (#33467)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
2026-02-01 22:17:14 +00:00
Komal Kumar Teru 0b225fb7b2 [Misc] skip target model mm emb in draft proposal step when draft is text-only (#33437)
Signed-off-by: kkt-cohere <komal@cohere.com>
2026-02-01 21:13:35 +00:00
Cyrus Leung 79b6ec6aab [Bugfix] Fix inconsistent handling of cache reset (#33481)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-01-31 20:23:41 -08:00
smashyalts 1e86c802d4 Fix grammar (#33121)
Signed-off-by: smashyalts <smashyalts@gmail.com>
2026-01-31 09:59:34 -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
ℍ𝕠𝕝𝕝𝕠𝕨 𝕄𝕒𝕟 13b842f271 [BugFix][Router Replay] Capture Logical Experts with EPLB (#33013)
Signed-off-by: Hollow Man <hollowman@opensuse.org>
2026-01-31 10:12:17 -05:00
Lucas Wilkinsongemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>Michael Goin
0a3c71e7e5 [BugFix] Fix whisper FA2 + full cudagraphs (#33360)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
2026-01-31 12:15:06 +08:00
Nick Hill 876a16f4fb [ModelRunner V2] Fix spec decoding + logprobs (#33391)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
2026-01-31 03:33:26 +00:00
Wentao Ye 010ec0c30e [Deprecation] Deprecate seed_everything and scatter_mm_placeholders in v0.15 (#33362)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-01-31 02:54:16 +00:00
Kyle Sayers f857a03f6b [QeRL] Layerwise Reloading (#32133)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
2026-01-30 08:50:05 -07:00
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