Commit Graph
617 Commits
Author SHA1 Message Date
Cyrus Leung c8824a1e42 [MM] Move supports_multimodal_inputs and cache out of registry (#57913)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-09-21 07:43:07 -07:00
0b7f11a1ee [AuxOutput] Add block-keyed storage for routed-expert outputs (#45635)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Codex <noreply@openai.com>
2026-09-21 10:25:05 +00:00
roikoren755andmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> 49ee12d742 [Misc] Rename --enable-mamba-fine-grained-prefix-cache (#53945 follow-up) (#57382)
Signed-off-by: Roi Koren <roik@nvidia.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-09-20 09:50:34 -07:00
1dc2d854c1 [Feat][Model] Support encoder-side SWA-bounded replay for DeepSeek-V4.1-Flash (#56227)
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
2026-09-18 15:01:24 -07:00
67e5b0acc9 [Bugfix][HiSparse][NIXL] Import full blocks without tail prefill on D (#57049)
Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
2026-09-17 15:26:10 -04:00
aoshen02andaoshen02 9ff08f9493 [Bugfix] Honor skip_reading_prefix_cache for KV connector hits (#57269)
Signed-off-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: aoshen02 <aoshen02@users.noreply.github.com>
2026-09-17 03:46:28 -07:00
omerpaz95 fa3622a4a1 [EC Connector] Add Metrics Collection (#54960)
Signed-off-by: omerpaz95 <omerpaz95@gmail.com>
2026-09-17 10:36:23 +08:00
Chuan (Richard) LiandCursor f730a93d2b [Scheduler] Add --max-num-active-seqs to cap RUNNING admission (#56758)
Signed-off-by: Li <chuali@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
2026-09-17 10:22:12 +08:00
Robert ShawandClaude 6c3d9816af [BugFix][KV Connector] Fix Deadlock with KVConnector + MTP under KV Pressure (#57104)
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
2026-09-16 22:22:07 +00:00
Harry MellorandClaude Opus 5 651a88c09a [CI] Ignore ruff D209, rejoin the docstrings it split, and silence incompatible-rule warnings (#57212)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-09-16 10:57:24 -07:00
Harry MellorandClaude Opus 5 8c1557a79c Add pydocstyle to the ruff rules (#52136)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Harry Mellor <hej.mellor@gmail.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-09-16 16:44:29 +00:00
Robert ShawandClaude 42919b49c5 [P/D] Report prefill worker cache hits in prompt_tokens_details (#54222)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
2026-09-16 15:23:31 +00:00
Nicolò Lucchesi 8b1d188046 [Bugfix][Mooncake] Report request-level KV load failures under HMA (#56855)
Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai>
2026-09-16 14:55:40 +02:00
Wei Zhao f30a195bbb [Bugfix] Fix incorrect Mamba block allocation estimate that prevents request admission (#57050)
Signed-off-by: Wei Zhao <51183510+wzhao18@users.noreply.github.com>
2026-09-16 07:23:20 +00:00
Giancarlo Delfin 85c1f58d50 [BugFix][Model Runner V2][Spec Decode] Fix decode instance's multi-layer MTP kv caches during P/D (#55055)
Signed-off-by: Giancarlo Delfin <gdelfin@inferact.ai>
2026-09-15 17:31:25 -07:00
Jared WenandClaude Fable 5.1 1257512305 [DSA] Wire DeepGEMM sparse MQA logits into the DeepSeek V4.1 indexer (#56254)
Signed-off-by: Jared Wen <w13431838023@gmail.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
2026-09-15 14:07:14 -07:00
yzong-rh e6960af33b [Refactor] StructuredOutputManager x Speculative Decoding Refactor (#48200) 2026-09-15 09:48:49 -04:00
f547c23ec9 [Bugfix][Kimi-K3] Keep transient checkpoints out of prefix-cache eviction (#56794)
Signed-off-by: Sy03 <1370724210@qq.com>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Kimi Code <noreply@moonshot.ai>
2026-09-15 14:18:24 +08:00
84e5f3edac [Bugfix] Validate routed-expert prompt offsets before engine submission (#56844)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Bhushan Asati <bhushanasati25@gmail.com>
Co-authored-by: Megha Agarwal <19240983+meghaagr13@users.noreply.github.com>
2026-09-15 09:17:41 +08:00
Zhiyao(Ian) YuandClaude Opus 5 e85c8826ce [Bugfix] Make KV cache and MFU log lines backend-neutral (#55650)
Signed-off-by: Ianniu <985683179yzy@gmail.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-09-14 18:00:20 +00:00
Orestis ZambounisOrestis ZambounisClaude Opus 4.6Benjamin ChislettSpeculators Botmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
ff5f6d41b1 [Bugfix] Scale KV page size for hidden states extraction with TP (#50894)
Signed-off-by: Claude <noreply@anthropic.com>
Signed-off-by: Orestis Zambounis <orestis-z@users.noreply.github.com>
Signed-off-by: Orestis Zambounis <23146389+orestis-z@users.noreply.github.com>
Signed-off-by: Speculators Bot <bot@speculators.ai>
Signed-off-by: Speculators Bot <speculatorsbot@gmail.com>
Co-authored-by: Orestis Zambounis <orestis-z@users.noreply.github.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Benjamin Chislett <chislett.ben@gmail.com>
Co-authored-by: Speculators Bot <speculatorsbot@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-09-14 10:07:09 -04:00
Jiangyun ZhuandKimi Code 47fbd36e6d [Bugfix] Trim stale consequence claims from unannotated-eagle warning (#56791)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Kimi Code <noreply@moonshot.cn>
2026-09-14 21:06:26 +08:00
58d45fd767 [Bugfix][KV Connector] MooncakeStore: exclude non-prefix-cacheable (QSA ring) groups; fix align-mode check (#55027)
Signed-off-by: Zhewen Li <zhewenli@inferact.ai>
Co-authored-by: Zhewen Li <zhewenli@inferact.ai>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
2026-09-13 19:18:16 -07:00
Kebe c351fd3c64 [Core] Fix ValueError on KV load failure with a hybrid KV cache (#50388)
Signed-off-by: Kebe <mail@kebe7jun.com>
2026-09-13 21:03:05 +08:00
d43bb2f37f [3/N] HiSparse: host-resident sparse-MLA decode hot-buffering (#53781)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: Matthew Bonanni <matthew@neuralmagic.com>
Signed-off-by: Nicolò Lucchesi <nicolo.lucchesi@mistral.ai>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Co-authored-by: Nicolò Lucchesi <nicolo.lucchesi@mistral.ai>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
2026-09-12 00:36:47 -04:00
e77daef89e [Model] Support DeepSeek-V4.1-Flash (#56214)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Signed-off-by: andyluo7 <andy.luo@amd.com>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: andyluo7 <andy.luo@amd.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-09-11 02:11:19 -07:00
lucamotzOpenAI Codexmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>Cyrus Leung
fadfe1c7d4 [Bugfix][Core] Retire Mamba states across null gaps (#55450)
Signed-off-by: Luca Motz <luca.motz@icloud.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2026-09-11 15:50:47 +08:00
YukioZzz 07b7553465 [Feature][SimpleCPU] Load fine-grained hybrid prefix hits (#54736)
Signed-off-by: Yichao Zhu <Yichao.Zhu@amd.com>
2026-09-10 20:36:37 -05:00
焦恺文 84030bbe3d [Bugfix][Core] Stop zero-progress preemption cascades for deferred KV frees (#49675)
Signed-off-by: LearningMachine621 <147347705+LearningMachine621@users.noreply.github.com>
2026-09-11 00:40:10 +00:00
Toby Mao b28c3e1568 [BugFix] Retain both replay boundaries so an EAGLE resend of a block-aligned prompt still hits (#54713)
Signed-off-by: tobymao <toby.mao@gmail.com>
2026-09-10 16:39:24 +08:00
Harry MellorandClaude Opus 5 719284fe15 [Core][Model] Unify XD-RoPE into M-RoPE and derive the channel count (#56078)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-09-09 09:23:30 -07:00
c55e15a44e [Structured Output] Keep invalid structured-output requests from stopping the engine (#51450)
Co-authored-by: Lucas Bourtoule <35483370+dhalf@users.noreply.github.com>
Co-authored-by: Vadim Gimpelson <156319763+vadiklyutiy@users.noreply.github.com>
2026-09-09 15:32:01 +00:00
0b066293f3 [Core][KV Connector] Resolve connector block tables for every scheduled request (#54853)
Signed-off-by: Zhewen Li <zhewenli@inferact.ai>
Co-authored-by: Zhewen Li <zhewenli@inferact.ai>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
Co-authored-by: Codex <noreply@openai.com>
2026-09-09 02:15:53 +00:00
d29c88f162 [Core] Let SWA layers take the primary block size to avoid inflating the KV block LCM (#53007)
Signed-off-by: Bill Nell <bnell@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-09-08 16:44:43 -04:00
Wentao Ye 6b15bea080 [Refactor] Remove utils dead code (#53941)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-09-08 11:22:09 -04:00
263c4ff95f [Bugfix][Spec Decode] Cache the Mamba state at the block-grid position of EAGLE resume (#53945)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Signed-off-by: Adam Shaver <ashaver@nvidia.com>
Signed-off-by: akshaver <168006157+akshaver@users.noreply.github.com>
Co-authored-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: roikoren755 <26850796+roikoren755@users.noreply.github.com>
2026-09-08 09:59:58 -04:00
Wentao Ye 869f78732b [Kimi Bug] Fix kimi k3 AssertionError assert 0 <= checkpoint_idx < len(blocks) (#55747)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-09-07 22:34:48 -04:00
6fbb00b188 [EPD] Add ECMooncakeConnector for encoder cache over Mooncake TransferEngine (#41567)
Signed-off-by: Teng Ma <sima.mt@alibaba-inc.com>
Signed-off-by: Tianyu Guo <guoty@inferact.ai>
Signed-off-by: Zhou ziheng <jiaranran2@gmail.com>
Signed-off-by: jiangkuaixue123 <jiangxiaozhou111@163.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Tianyu Guo <guoty@inferact.ai>
Co-authored-by: Zhou ziheng <jiaranran2@gmail.com>
Co-authored-by: jiangkuaixue123 <jiangxiaozhou111@163.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-09-07 06:21:43 +00:00
569adb5a97 [Bugfix][KV Offload] Fix SWA store reachability during chunked prefill (#54362)
Signed-off-by: Will Hampson <whamp@ggl.slmail.me>
Co-authored-by: Will Hampson <whamp@ggl.slmail.me>
Co-authored-by: Or Ozeri <oro@il.ibm.com>
2026-09-06 13:50:39 +03:00
Ziming HuangandOpenAI Codex 144e79c810 [Kimi K3] Support internal prefix checkpoints with partial prefix caching and spec-decoding (#53614)
Signed-off-by: Ziming Huang <zelda.huanghuang@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-09-06 13:18:15 +08:00
Ilya MarkovandBugen Zhao ae2d1ca96f [Rust Frontend] Record Mooncake/NIXL KV-connector metrics (#52755)
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Signed-off-by: Markov Ilya <markovilya197@gmail.com>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
2026-09-04 06:21:54 +00:00
Ziming HuangandOpenAI Codex a26b71d868 [Bugfix][PD] Pad resumed speculative decode requests (#55126)
Signed-off-by: Ziming Huang <48115868+ZeldaHuang@users.noreply.github.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-09-04 11:05:33 +08:00
bnellnmandTyler Michael Smith 25268f0c9c [KVConnector] Add retention interval to OffloadingConnector (#51886)
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
2026-09-04 02:42:20 +00:00
guangli_LiuliuguangliOpenAI Codexmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
d9e2b5238d [Core][KV Events] Echo session_id on GPU BlockStored events (#51381)
Signed-off-by: liuguangli <liuguangli35@gmail.com>
Signed-off-by: jinx-machinepulse <2679622408@qq.com>
Co-authored-by: liuguangli <liuguangli35@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-09-04 02:22:50 +00:00
Jiangyun Zhu 98ed0856f3 [Model] add GLM-5.3-Flash support (#53906) 2026-09-03 09:40:35 -07:00
7cb9a88f50 [Bugfix][Mooncake] Offload producer partial tails on request finish (#52832)
Signed-off-by: Dao Le <Dao007forever@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: OpenAI Codex <noreply@openai.com>
2026-09-01 13:23:35 -07:00
Ziming HuangandOpenAI Codex 481839ad9e [Feature][Spec] Support disabling trailing prefix-cache block dropping (#53388)
Signed-off-by: Ziming Huang <zelda.huanghuang@gmail.com>
Signed-off-by: Ziming Huang <48115868+ZeldaHuang@users.noreply.github.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-09-01 19:12:36 +08:00
YukioZzzandandyluo7 2ba984a5d0 [ROCm][DSpark][DCP] Serve prefix cache hits under DCP for Kimi-K3 (#53598)
Signed-off-by: Yichao Zhu <Yichao.Zhu@amd.com>
Co-authored-by: andyluo7 <andy.luo@amd.com>
2026-08-31 11:18:10 -07:00
Artem Perevedentsev 39e276eaeb [Structured Output] Let terminal grammars stop under min_tokens (II) (#54218)
Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com>
2026-08-31 20:39:27 +04:00
+5 e126687a9a [Model] Support Qwen3.8-Flash-Next (#53896)
Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
Signed-off-by: andyluo7 <andy.luo@amd.com>
Signed-off-by: lishunyang12 <lishunyang03@gmail.com>
Signed-off-by: Harry Huang <huanghaoyan.hhy@alibaba-inc.com>
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: KungYork <firelikest@163.com>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: andyluo7 <43718156+andyluo7@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@inferact.ai>
Co-authored-by: andyluo7 <andy.luo@amd.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: lishunyang12 <lishunyang03@gmail.com>
Co-authored-by: Vadim Gimpelson <156319763+vadiklyutiy@users.noreply.github.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-08-31 05:57:56 +00:00