Commit Graph
2339 Commits
Author SHA1 Message Date
Woosuk Kwon 9752da9d9c [Model Runner V2] Minor simplification for BadWordsState (#34669)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
2026-02-16 21:27:24 -08:00
Woosuk Kwon 04925b2202 [Model Runner V2] Minor cleanup for PP (#34666)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
2026-02-16 19:15:31 -08:00
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
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
Yiqi Xue bc56a1d56e [Bugfix] Fix ARC touch KeyError for non-ready T1 blocks in kv offload (#34576)
Signed-off-by: Yiqi Xue <xuey666@gmail.com>
2026-02-16 07:33:19 -08:00
Ekagra RanjanandNicolò Lucchesi cd81cdb399 [Scheduler][ASR] Fix CrossAttn blocks per-request for Variable length encoder inputs (#31058)
Signed-off-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
2026-02-16 11:08:44 +00:00
Isotr0py 71cd89264f [MM Encoder] Add Triton ViT attention backend (#32183)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2026-02-15 06:32:47 -08:00
Seiji Eicher 79c7e09235 [KV Connector] Add temporary, off-by-default VLLM_DISABLE_REQUEST_ID_RANDOMIZATION workaround (#34415)
Signed-off-by: Seiji Eicher <seiji@anyscale.com>
2026-02-14 23:26:10 -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
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
Andreas Karatzas de42abb366 [CI] Heavy refactoring of Voxtral multimodal audio model tests (#34294)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
2026-02-13 20:04:29 -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
Woosuk Kwon 0916e7960b [GDN] Use CPU tensors to build GDN metadata (#34498)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
2026-02-13 01:24:45 -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
Aaron Haogemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>Nick Hill
dddbff4624 [Core] Move pause and resume functions into engine (#34125)
Signed-off-by: ahao-anyscale <ahao@anyscale.com>
Signed-off-by: Aaron Hao <ahao@anyscale.com>
Signed-off-by: hao-aaron <ahao@anyscale.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
2026-02-13 00:15:10 -08:00
haosdent 4137c5dfa7 [Bug Fix] Fix MambaManager.cache_blocks() crash on null blocks in align mode (#34418)
Signed-off-by: haosdent <haosdent@gmail.com>
2026-02-13 00:13:22 -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
Cyrus Leung 2f308214c0 [Refactor] Pass full VllmConfig to Renderer (#34485)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-02-12 22:48:38 -08:00
Harry Huang bf37812ca7 [Hybrid] Fix and optimize block-aligned splitting in mamba cache align mode (#33706)
Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
2026-02-12 18:21:52 -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
Zhuohan Li d707678dfb Fix num_logprobs parameter description in sampler.py (#34451)
Signed-off-by: Zhuohan Li <zhuohan123@gmail.com>
2026-02-12 18:18:03 -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
JaewonandLu Fang aa181c923b [Core] Add sleep level 0 mode with enqueue/wait pattern (#33195)
Signed-off-by: Jaewon Lee <jaewon@meta.com>
Co-authored-by: Lu Fang <30275821+houseroad@users.noreply.github.com>
2026-02-12 16:16:25 -08:00
Mengtao (Martin) YuanandMartin Yuan 9ea1f598ce Use paged_attention_v1 for sliding window decode in rocm_aiter_fa (#34378)
Signed-off-by: Martin Yuan <myuan@meta.com>
Co-authored-by: Martin Yuan <myuan@meta.com>
2026-02-12 16:14:43 -08:00
f2c47886fd [Attention] Add FlashInfer Sparse MLA backend (#33451)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
2026-02-12 17:21:54 +00:00
Aaron Hao 7b5a8b4a9d [BUG] Reset running requests when clearing cache for pause/resume (#34382)
Signed-off-by: hao-aaron <ahao@anyscale.com>
2026-02-12 16:19:13 +00:00
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
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
Michael Goin ec12d39d44 [Bugfix] Fix MTP accuracy for GLM-5 (#34385)
Signed-off-by: mgoin <mgoin64@gmail.com>
2026-02-12 11:08:19 +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
kliuae 64f570ab56 [ROCm] [aiter] Split KV cache update for AiterFlashAttention (#33681)
Signed-off-by: kliuae <kuanfu.liu@embeddedllm.com>
2026-02-11 16:26:44 +00:00
Lucas Wilkinson c7914d30f9 Reapply [Attention][FA3] Update FA3 to include new swizzle optimization (#34043)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
2026-02-11 07:07:56 -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
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
Nick Hill e09546cf05 [Frontend] Exploit tokenizers "new stream" in FastIncrementalDetokenizer (#34217)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
2026-02-11 11:03:24 +01:00
Kunshang Ji cb9574eb85 [XPU][9/N] clean up existing ipex code/doc (#34111)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
2026-02-11 00:27:15 -08:00
Cyrus Leung b5dcb372e4 [Misc] Clean up validation logic in input processor (#34144)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-02-10 19:29:29 -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
Zhengkai Zhangandzzhengkai 6f2f59f2b3 [Misc][Spec Decode] support different load config for draft model (#34022)
Signed-off-by: zzhengkai <zzhengkai@devgpu049.ldc1.facebook.com>
Co-authored-by: zzhengkai <zzhengkai@devgpu049.ldc1.facebook.com>
2026-02-10 14:52:43 -08:00
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
Vadim Gimpelson 000214c4bb [BUGFIX] Fix accuracy bugs in Qwen3-Next MTP (#34077)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
2026-02-10 10:57:11 -05:00
junuxyz c5a66d1697 [Core][BugFix] Fix PP KV cache sharding memory validation (#33698)
Signed-off-by: junuxyz <216036880+junuxyz@users.noreply.github.com>
2026-02-10 10:46:24 -05:00
Roberto L. CastroandClaude Sonnet 4.5 afdce12c89 [Perf][Kernel] Add faster topKperRow decode kernel for DeepSeek-V3.2 sparse attention (#33680)
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-02-10 10:29:52 -05:00
Krish Gupta 748625cdaf [V1][BugFix] Fix EAGLE3 encoder cache miss with disable_chunked_mm_input (#34220)
Signed-off-by: KrxGu <krishom70@gmail.com>
2026-02-10 13:05:32 +00:00