Commit Graph
2579 Commits
Author SHA1 Message Date
bfdbfa1632 [Bugfix][PCP] Align MoE routing padding with gathered tokens (#60946)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: wangyicong <wangyicong@bytedance.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
2026-10-14 21:04:00 -04:00
Woosuk KwonandClaude Opus 5.5 8530aed2b7 [Spec Decode] Remove Medusa and MLP speculator support (#61701)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-14 17:29:23 -07:00
Juntian LiuandClaude Opus 5.5 388a610dfb [Perf][DFlash] Capture context combine and anchor in the draft CUDA graph (#59511)
Signed-off-by: Juntian Liu <Juntianl777@gmail.com>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
2026-10-14 15:40:52 -04:00
Ayushman Singh 9b5c6707a3 [Bugfix][MRV2] Capture DCP FULL cudagraphs with KV context (#61496)
Signed-off-by: Ayushman Singh <40520701+ayush1399@users.noreply.github.com>
2026-10-14 19:20:48 +00:00
Sandeep AgrawalandKevin H. Luu 21e207efa1 [Bugfix][MRV2][Spec Decode] Honor EAGLE3 single-state draft configuration (#61563)
Signed-off-by: Sandeep Agrawal <sandeepa@nvidia.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
2026-10-14 12:09:06 -07:00
qizixiClaude Opus 5.5mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
c1407a7e86 [Spec Decode][MRV2] Warm up top-k/top-p and greedy rejection kernels for speculative decoding (#59260)
Signed-off-by: zixi-qi <zixi@inferact.ai>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-10-14 14:59:21 -04:00
TaimysandOpenAI Codex 2c74fd1873 [Model Runner V2] Enable batch-sharded sampling for GPT-OSS (#61257)
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-10-14 10:11:11 -07:00
SeongJun LeeandWei Zhao e2e3e2b834 [CI] Use an ungated model in the DGX Spark XQA test (#61416)
Signed-off-by: lesj0610 <lesj0610@gmail.com>
Co-authored-by: Wei Zhao <51183510+wzhao18@users.noreply.github.com>
2026-10-14 17:04:07 +00:00
Nick HillandIlia Yastrebov eaf25f675a [NIXL] Prepare KV transfer descriptors as NIXL 1.5 strided lists (#61032)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Ilia Yastrebov <iyastrebov@nvidia.com>
2026-10-14 18:07:24 +02:00
e2aabc8b15 [Bugfix][KV Offload][P2P] Keep store pins and AbortAck until NIXL transfers stop (#59790)
Signed-off-by: apex-mochen <2756823972@qq.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
2026-10-14 18:31:31 +03:00
Itay EtelisandCodex efad400092 [HiSparse] Prefault the shared host pool in parallel (#60869)
Signed-off-by: Itay Etelis <92247226+Etelis@users.noreply.github.com>
Co-authored-by: Codex <noreply@openai.com>
2026-10-14 10:28:26 -04:00
Thuongvu HoCodexmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>Or Ozeri
02653fa22c [Bugfix][KV Offload] Fix inaccurate proportional store dropping (#59140)
Signed-off-by: Thuongvu Ho <thuongvuho@gmail.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Or Ozeri <oro@il.ibm.com>
2026-10-14 17:05:21 +03:00
7115b70c01 [Bugfix][KV Offload][P2P] Drop a timed-out store job's blocks from the round's parked supply (#59329)
Signed-off-by: Sohom Chakraborty <16609933+sohom-cs@users.noreply.github.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Or Ozeri <oro@il.ibm.com>
2026-10-14 13:22:28 +00:00
Kapil AryaandOr Ozeri a68dbbad05 [Bugfix][KV Offload] Retain offload mappings after unsafe KVCR startup failure (#57500)
Signed-off-by: Kapil Arya <kapila@nvidia.com>
Co-authored-by: Or Ozeri <oro@il.ibm.com>
2026-10-14 15:43:04 +03:00
775fefa804 [Metrics][KV Offload] Add vllm:kv_offload_config_info - generic info metrics for offloading the offloading connector (#56867)
Signed-off-by: Amir Friedman <Amir.Friedman1@ibm.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
Co-authored-by: Or Ozeri <oro@il.ibm.com>
2026-10-14 12:34:37 +00:00
Mikko TukiainenCursormergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
f9b65c30c7 [ROCm][Perf] Make AITER FlyDSL GDN prefill default on gfx942/gfx950 (#60645)
Signed-off-by: Mikko Tukiainen <Mikko.Tukiainen@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-10-14 10:11:57 +00:00
Sherif Waly be4ce2e505 [Bugfix] Share PCP-aware local GPU indexing for NUMA binding (#61237) 2026-10-14 10:54:03 +02:00
30e79c3a76 [Core] Update PyTorch to 2.14.0, torchvision to 0.29.0, triton to 3.8.0 (release channel) (#52183)
Signed-off-by: Andrey Talman <atalman@users.noreply.github.com>
Signed-off-by: Andrey Talman <atalman@fb.com>
Co-authored-by: Andrey Talman <atalman@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-14 00:17:59 -07:00
Jiangyun ZhuandClaude Opus 5.5 badfcdbf91 [Perf][GDN] Internal prefill checkpoints for the FlashInfer GDN prefill backend (#60050)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-14 14:49:46 +08:00
liranschourItay Etelismergify[bot] <37929162+mergify[bot]@users.noreply.github.com>Or Ozeri
a2fb482732 [KVConnector][P2P] Register peers off the scheduler thread (#57139)
Signed-off-by: Liran Schour <lirans@il.ibm.com>
Co-authored-by: Itay Etelis <92247226+Etelis@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Or Ozeri <oro@il.ibm.com>
2026-10-14 08:21:57 +03:00
3ccc0a90b6 [KV Connector] Support sleep mode with MooncakeConnector over RDMA (#59625)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Signed-off-by: Dakai An <dakaian108@gmail.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
Co-authored-by: Dakai An <dakaian108@gmail.com>
Co-authored-by: Dakai An <77474977+andakai@users.noreply.github.com>
2026-10-14 04:18:47 +00:00
xaguilar-amd a1f51a0226 [ROCm][MLA] Route gfx942 DCP causal multi-token verify to Triton split-KV decode (#58555)
Signed-off-by: Xavier Aguilar <xavier.aguilarfruto@amd.com>
2026-10-14 10:17:15 +08:00
Almog TavorandItay Alroy 87e7dce3a7 [MRV2] Keep warmup out of the EPLB load stats (#56716)
Signed-off-by: almogtavor <almogtavor@gmail.com>
Co-authored-by: Itay Alroy <75032521+itayalroy@users.noreply.github.com>
2026-10-14 00:00:48 +00:00
Chaunceyandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> ad8d39cbab [Bugfix] Fix DSpark graph-padding handling in the DeepSeek-V4.1 MoE fused top-k (#59166)
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-10-14 07:49:52 +08:00
8082b62f32 [Mooncake] Allow Mamba cache mode none for capacity-only workers (#60712)
Signed-off-by: Wei Zhao <51183510+wzhao18@users.noreply.github.com>
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-13 23:13:58 +00:00
Matthew BonanniandClaude Opus 5.5 292da21f9d [HiSparse] Read GPU-resident KV directly for mixed and BF16 prefills (#60417)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-13 16:40:20 -04:00
Itay EtelisRobert ShawCodexmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
483e0c24c7 [KV Offload] Split replicated-layout pre-faulting across workers (#59545)
Signed-off-by: Itay Etelis <92247226+Etelis@users.noreply.github.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-10-13 19:18:56 +00:00
c068db0e1d [Bugfix][Compile] Replace Transformers AOT caching with graph caching (#58918)
Signed-off-by: fangyao fan <2281693949@qq.com>
Signed-off-by: Taimys <ffy2281693949@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Taimys <ffy2281693949@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-10-13 19:17:29 +00:00
Matthew BonanniandClaude Opus 5.5 624a5ddafd [Attention] Fetch MLA prefill workspace at use instead of init (#60654)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-13 17:25:03 +00:00
Taksh Kothari 12b005eefa [Bugfix] Don't split a multimodal item that a prefill chunk starts exactly on (#52412)
Signed-off-by: Taksh <takshkothari09@gmail.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
2026-10-13 15:32:38 +00:00
Rishabh Agarwal f395a6b1ad [ROCM][Bugfix] Deferring to TRITON_ATTN backend for Prefix lm models instead of ROCM_ATTN and fixed minor bug in Gemma3 Multimodal code (#46754)
Signed-off-by: GodRishUniverse <rishabh.agarwal@amd.com>
Signed-off-by: Rishabh Agarwal <risagarw@amd.com>
Signed-off-by: GodRishUniverse <risagarw@amd.com>
2026-10-13 10:03:48 -05:00
de8291e24f [Core] Add lifecycle hooks for worker extensions (#59463)
Signed-off-by: Dakai An <dakaian108@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
2026-10-13 21:51:05 +08:00
31e90ac370 [Attention] Enable FA4 sparse MQA decode on Blackwell (#55866)
Signed-off-by: Simon Veitner <sveitner@redhat.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
2026-10-13 09:31:37 -04:00
Hexiang Wang 7342dc0317 [MoRIIO] Require pending remote prefill for READ cache hits (#60638)
Signed-off-by: whx-sjtu <xiaowang990929@gmail.com>
2026-10-13 20:19:53 +08:00
818f70c295 [Bugfix] Mask special added tokens in xgrammar JSON, regex and EBNF grammars (#60749)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Artem Perevedentsev <aperevedents@nvidia.com>
2026-10-13 14:38:23 +03:00
samayp01andArtem Perevedentsev 54db759eea [Bugfix][Structured Output] Reject structural_tag and unhandled specs in backend validation (#58862)
Signed-off-by: Samay <samay.piduru@gmail.com>
Co-authored-by: Artem Perevedentsev <aperevedents@nvidia.com>
2026-10-13 13:27:34 +03:00
Jiangyun Zhu ff305934f1 [Tests][Mamba] Wait for accepted counts in fake MTP proposer (#61342)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
2026-10-13 16:15:47 +08:00
zhouyou 3ad096faf8 [Bugfix][EC Connector] Don't create hash directories on cache-miss lookups in ECExampleConnector (#60826)
Signed-off-by: zhouyou9505 <zhouyou9505@gmail.com>
2026-10-13 15:59:48 +08:00
Jiangyun ZhuClaude Opus 5.5mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2cc2e68d1c [Core][Mamba] Remove leftovers of mamba_cache_mode="all" (#60043)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Jiangyun Zhu <zhujiangyun@inferact.ai>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-10-13 00:58:59 -07:00
Yongye ZhuandClaude Opus 5.5 a6009ea85b [Kernel][Build] Bump DeepGEMM to the 26/09/30 release and adapt the sparse indexer (#61149)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
2026-10-12 23:24:43 -07:00
Nicolò LucchesiandClaude Opus 5.5 86b1c2ef15 [Attention][DCP] Support a2a DCP comm backend for FlashMLA sparse (#61285)
Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-13 13:51:22 +08:00
Sriram Kumarmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>Douglas LehrAndreas KaratzasSimon Danielsson
0d2689e0df [ROCm][Perf] Skip redundant sparse index remap on non-indexer layers (#51309)
Signed-off-by: Sriram Kumar <sriramkumar.kishorekumar@amd.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
Co-authored-by: Simon Danielsson <70206058+simondanielsson@users.noreply.github.com>
2026-10-13 05:25:56 +00:00
Sriram KumarDouglas Lehrmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2ce8012fa0 [ROCm][Perf] Skip cleaning sparse prefill MQA logits (#51314)
Signed-off-by: Sriram Kumar <sriramkumar.kishorekumar@amd.com>
Co-authored-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-10-13 00:21:52 -05:00
b337523c11 [XPU] [Test] Extend spawn-safe sitecustomize monkeypatch to XPU (#57911)
Signed-off-by: Chaojun Zhang <chaojun.zhang@intel.com>
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Co-authored-by: xiangdong <40376367+zxd1997066@users.noreply.github.com>
2026-10-13 13:12:10 +08:00
df6c7ad031 [Core][Refactor] Move KV cache planning logic to kv_cache_planning.py (#61183)
Signed-off-by: Dakai An <dakaian108@gmail.com>
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-13 03:05:39 +00:00
Hexiang WangOpenAI CodexClaude CodeFangzhou Aimergify[bot] <37929162+mergify[bot]@users.noreply.github.com>Simon Danielsson
c6566bb9f6 [ROCm][MLA] Keep DCP prefill context in FP8 through AllGather (#59070)
Signed-off-by: whx-sjtu <xiaowang990929@gmail.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: Claude Code <noreply@anthropic.com>
Co-authored-by: Fangzhou Ai <31551580+Fangzhou-Ai@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Simon Danielsson <70206058+simondanielsson@users.noreply.github.com>
2026-10-13 09:20:38 +08:00
VenkyOpenAI GPT-6 AstraDevin <158243242+devin-ai-integration[bot]@users.noreply.github.com>Claude Opus 5.5
98f7211162 [Attention][Spec Decode] Multi-query Triton split-K for spec-decode verify, with empty-segment/padding hardening (#56148)
Signed-off-by: venkywonka <23023424+venkywonka@users.noreply.github.com>
Signed-off-by: Venky <23023424+venkywonka@users.noreply.github.com>
Co-authored-by: OpenAI GPT-6 Astra <noreply@openai.com>
Co-authored-by: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
2026-10-13 04:37:56 +04:00
Akshay ViswanathanAkshay ViswanathanCursorSimon Danielssonmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>Hongxia Yang
802feb6770 [Bugfix][KVConnector] Fix MoRI-IO WRITE-mode requests stranded in WAITING_FOR_REMOTE_KVS (#57705)
Signed-off-by: Akshay Viswanathan <4953343+akshayv@users.noreply.github.com>
Co-authored-by: Akshay Viswanathan <4953343+akshayv@users.noreply.github.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Simon Danielsson <70206058+simondanielsson@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Hongxia Yang <62075498+hongxiayang@users.noreply.github.com>
2026-10-12 22:29:31 +00:00
ztysthandOpenAI Codex 1bdd3fa2d5 [Bugfix][Core] Check multimodal chunk boundaries before encoder cache reuse (#59721)
Signed-off-by: ztysth <rnk.liulw@gmail.com>
Signed-off-by: ztysth <166926442+ztysth@users.noreply.github.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
2026-10-12 19:25:35 +00:00
Wentao Ye d0948f754d [Bug] Honor spec decode draft model config (#61240)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-10-12 15:13:23 -04:00