Commit Graph
2146 Commits
Author SHA1 Message Date
35dc273072 [ROCm][Spec Decode] Add Aiter MLA decode support non-causal draft block (#55966)
Signed-off-by: Poovaiah Palangappa <poovaiah.palangappa@amd.com>
Co-authored-by: Poovaiah Palangappa <poovaiah.palangappa@amd.com>
Co-authored-by: John Qin <zhengsheng1997@gmail.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Hongxia Yang <62075498+hongxiayang@users.noreply.github.com>
2026-09-15 12:18:09 -05:00
241e9391ed [Bugfix][Attention] Stabilize sparse-MLA DCP for GLM PCP evals (#55879)
Signed-off-by: khluu <khluu000@gmail.com>
Signed-off-by: Kevin Luu <51931015+khluu@users.noreply.github.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Jason Yao <wsyjh8@gmail.com>
2026-09-15 09:58:30 -07:00
Chauncey 836bb3839f [Bugfix] Prevent out-of-bounds access in FlashInfer SM90 sparse MLA mixed batches (#56969)
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
2026-09-15 15:03:58 +00:00
Chauncey f0fbc98c48 [Frontend] Share max_num_queued_reqs across API server processes (#54746)
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
2026-09-15 14:50:26 +00:00
zack 0136df94b0 [Bugfix][Spec Decode][MoE] Avoid uninitialized EPLB state in DeepSeek V4.1 DSpark drafter (#56387)
Signed-off-by: zack <51604064+luoyuctl@users.noreply.github.com>
2026-09-15 14:35:47 +00:00
yzong-rh e6960af33b [Refactor] StructuredOutputManager x Speculative Decoding Refactor (#48200) 2026-09-15 09:48:49 -04:00
Kevin H. Luu 2983fc6286 [CI] Fix NIXL push worker test stub after failure deferral (#56955)
Signed-off-by: Kevin Luu <51931015+khluu@users.noreply.github.com>
2026-09-15 02:00:58 -07:00
Qiu ChunshuoCodexLucas Wilkinsonmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
676650397f [Feature][PCP] Support decode-only FULL CUDA graphs (#53867)
Signed-off-by: QiuChunshuo <qiuchunshuo@huawei.com>
Signed-off-by: QiuChunshuo <chunshuoq@gmail.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-09-15 16:27:46 +08:00
000c7df9ff [KV Offload] Add KVCR secondary-tier adapter (#53624)
Signed-off-by: Moein Khazraee <moein@nvidia.com>
Signed-off-by: Moein <moein@nvidia.com>
Co-authored-by: Olga Andreeva <124622579+oandreeva-nv@users.noreply.github.com>
Co-authored-by: Olga Andreeva <oandreeva@nvidia.com>
2026-09-15 09:55:04 +03:00
Jared WenandKimi Code 51918e252a [Bugfix][SparseMLA] Fix piecewise cudagraph capture crash in index group (#56825)
Signed-off-by: Jared Wen <jaredwen@inferact.ai>
Co-authored-by: Kimi Code <noreply@moonshot.ai>
2026-09-15 06:51:35 +00:00
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
cd10ed6f9f [feature] [xgrammar] support patternProperties/propertyNames/unevaluatedProperties kw for object types (#42904)
Signed-off-by: cjackal <44624812+cjackal@users.noreply.github.com>
Co-authored-by: Artem Perevedentsev <aperevedents@nvidia.com>
Co-authored-by: Claude Sonnet 5 <noreply@anthropic.com>
2026-09-15 12:58:52 +08:00
Nick Hill 7dbc3d62c3 [Cleanup] Remove vestigial tpu_input_batch.py (#56898)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
2026-09-14 21:29:15 -07:00
Nicolò LucchesiandNick Hill 45779ef99f [Bugfix][NIXL] Fix multiple handles xfer race (#56104)
Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
2026-09-15 04:27:10 +00:00
Yizheng JiaoandNick Hill 381c61e008 [Bugfix][NIXL] Report a full prefix cache hit as finished (#56640)
Signed-off-by: Yizheng Jiao <jyizheng@gmail.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
2026-09-14 20:15:19 -07:00
Liqian Lin e45bb43984 [Bugfix][KV Offload] Ignore pending chunks in invalid sliding windows (#56486)
Signed-off-by: Liqian Lin <jacklin78911@gmail.com>
2026-09-15 05:48:38 +03:00
liranschour 17bc3e106a [KVConnector][P2P] Configurable unbound-store timeout and one-RTT rejection of a late fetch (#53453)
Signed-off-by: Liran Schour <lirans@il.ibm.com>
2026-09-15 05:38:18 +03:00
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
Giancarlo Delfin 3bb0a03f35 [Model Runner V2] Acceptance estimation for adaptive verification (#52228)
Signed-off-by: Giancarlo Delfin <gdelfin@inferact.ai>
2026-09-14 15:58:48 -07:00
鐘天楽andNick Hill 0a5747d410 [Profiler] Add Proton CUDA graph attribution for MRV2 (#51084)
Signed-off-by: Luossu <zhluosuu@outlook.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
2026-09-14 19:02:07 +00:00
Kevin H. LuuandOpenAI Codex 56ca9904ce [CI] Initialize ubatch runner in cudagraph unit test (#56808)
Signed-off-by: Kevin Luu <51931015+khluu@users.noreply.github.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-09-14 13:37:08 -05:00
Thillai ChithambaramandMark McLoughlin 435c96f9db [V1][Metrics] Support Sliding Window Attention (SWA) and hybrid layers in MFU/MBU estimation (#55624)
Signed-off-by: Thillai Chithambaram <thillaichithambaram.a@gmail.com>
Co-authored-by: Mark McLoughlin <markmc@redhat.com>
2026-09-14 16:04:55 +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
Simon Danielsson 1d0d1081c4 [ROCm][Connector] SWA+HMA-support in MoRI-IO connector (Gemma4) (#53721)
Signed-off-by: simondanielsson <simon.danielsson99@hotmail.com>
2026-09-14 20:52:56 +08:00
c612e2bff0 [Bugfix][KV Offload] Reuse in-flight async lookup probes (#55823)
Signed-off-by: Alex <jihui.huang@daocloud.io>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: Or Ozeri <oro@il.ibm.com>
2026-09-14 15:02:45 +03:00
a5f6f61a8a [CI][CPU] Add speculative-decoding coverage to CPU CI (#54934)
Signed-off-by: R <Ganesh.R@amd.com>
Signed-off-by: jiang1.li <jiang1.li@intel.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: jiang1.li <jiang1.li@intel.com>
2026-09-14 19:51:38 +08:00
Xiaozhen BiandClaude Opus 5 e82794f48f [CI][Test] Mock CPU backend block sizes in kv_connector unit conftest (#56671)
Signed-off-by: Xiaozhen Bi <xiaozhen.bi@gmail.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
2026-09-14 18:48:53 +08:00
Nicolò Lucchesi 0ca7aef4e3 [Bugfix][NixlPush] Guard _remote_agents read in _do_send_reg_notif (X1) (#56317)
Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai>
2026-09-14 18:37:12 +08:00
jiangkuaixue123 1678b39627 [Bugfix][EPD] Preserve media processing options in encoder requests (#56786)
Signed-off-by: jiangkuaixue123 <jiangxiaozhou111@163.com>
2026-09-14 10:05:13 +00:00
Jared WenClaude Fable 5.1mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
238cb2b191 [Perf][GLM-5.3-Flash] Dense/masked-MHA sparse prefill for the NoPE (256, 0, 256) layout + skip the NoPE K concat (#55738)
Signed-off-by: Jared Wen <jaredwen@inferact.ai>
Signed-off-by: Jared Wen <w13431838023@gmail.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-09-14 09:36:39 +00:00
Bugen Zhao cf1584f373 [Refactor] Normalize DeepSeek V4.1 model package naming (#56741)
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
2026-09-13 23:17:50 -07:00
Anjie HouandCodex 73d2a8cf86 [2/2][Model Runner V2] FULL CUDA graph capture for microbatched steps (DBO) (#51700)
Signed-off-by: specture724 <specture724@gmail.com>
Co-authored-by: Codex <noreply@openai.com>
2026-09-13 22:42:33 -07:00
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
Tianyu Guo 319cc5ef19 [Performance][EPD] Reduce Python proxy serialization overhead (#56657)
Signed-off-by: Tianyu Guo <guoty@inferact.ai>
2026-09-13 15:07:12 -07:00
Lucas WilkinsonandOpenAI Codex 586f652f8d [Bugfix][PCP][DCP] Respect interleave in indexer KV gather mapping (#56715)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
2026-09-13 16:45:17 -04:00
Lucas WilkinsonandOpenAI Codex 7fe8fc803d [NIXL][PCP][DCP] Expose PCP producer KV shards as transfer ranks (#56645)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
2026-09-13 20:23:15 +00:00
Lucas WilkinsonandOpenAI Codex b6e2aa748b [CI] Initialize warmup registry in V2 QSA runner fixture (#56707)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-09-13 13:34:09 -04:00
82a85dc1d2 [Attention] Add Triton/FlashInfer composite for multimodal prefix attention (#56305)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-09-13 14:29:41 +00:00
Shenglei FuandClaude Sonnet 5 8cf9de9080 [Test][Determinism] Cover VLM batch invariance in default execution mode (#56528)
Signed-off-by: Shenglei Fu <sfu@confluent.io>
Co-authored-by: Claude Sonnet 5 <noreply@anthropic.com>
2026-09-13 10:22:03 -04:00
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
Lucas Wilkinson 1cfd972816 [CI] Fix NIXL transfer-rank geometry fixture (#56672)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
2026-09-13 07:36:06 +00:00
Lucas Wilkinson 410f6da5c4 [Bugfix][KV Offload] Submit CPU stores on no-forward steps (#56621)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
2026-09-13 05:56:14 +00:00
Woosuk KwonandOpenAI Codex 2671fedfc7 [MRV2] Revert explicit Triton JIT warmup migration (#56654)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-09-13 04:07:56 +00:00
aed894c190 [6/N][warmup][DSv4] Migrate sampling, and DFlash JIT kernels (#56323)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-09-12 17:24:24 -07:00
e19a3e172e [5/N] Share HiSparse host cache across TP ranks (reopens #52760) (#56629)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Chao Lei <leichao139636@163.com>
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Chao Lei <leichao139636@163.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
2026-09-12 19:48:25 -04:00
ebe1dec2da [PCP][DCP] Enable PCP+DCP on sparse-MLA models (#56157)
Signed-off-by: patryk.saffer <patryk.saffer@blc-login-1.blc1.mistralcompute.ai>
Signed-off-by: patryk.saffer <patryk.saffer@blc-login-0.blc1.mistralcompute.ai>
Signed-off-by: PatrykSaffer <patryk.saffer@mistral.ai>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: patryk.saffer <patryk.saffer@blc-login-1.blc1.mistralcompute.ai>
Co-authored-by: patryk.saffer <patryk.saffer@blc-login-0.blc1.mistralcompute.ai>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Patryk Saffer <PatrykSaffer@users.noreply.github.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
2026-09-12 23:24:44 +00:00
7ee8a6dd01 [watermarking] Dual-key gumbel-max watermarking for speculative decoding support (#56122)
Signed-off-by: Raphael Rialland <raphael.rialland@mistral.ai>
Signed-off-by: Simon Veitner <sveitner@redhat.com>
Signed-off-by: Tomas Ruiz <tomas.ruiz.te@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Simon Veitner <sveitner@redhat.com>
Co-authored-by: Tomas Ruiz <tomas.ruiz.te@gmail.com>
2026-09-12 18:42:01 +00:00
29332cf936 [4/N] Expose HiSparse cache metrics via KV connector stats (#56061)
Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-09-12 10:47:55 -07:00
Woosuk Kwon 13e221f830 [Perf] Fuse DSV4.1 input metadata preparation with Triton (#56562) 2026-09-12 07:20:04 -07:00