Commit Graph
15321 Commits
Author SHA1 Message Date
Fangzhou Ai dffbb714e4 [ROCm][Perf] Optimize DSV4.1 K=512 decode top-k on gfx950 (#56743)
Signed-off-by: fai <fangzhouai@gmail.com>
2026-09-15 18:34:24 +00:00
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
9446ea1680 [Bugfix][Spec Decode] Only create draft_id_to_target_id when draft vocab differs (#53458)
Signed-off-by: drslark <slarksblood@qq.com>
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: GLM-5.3 <glm@z.ai>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
2026-09-15 14:59:02 +00:00
Abhinav VermaandClaude Opus 5 1e47ec00d2 [Bugfix][Gemma 4] Don't read fft_length when profiling unified audio (#56721)
Signed-off-by: Abhinav Verma <verma.abhinav275@gmail.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
2026-09-15 14:57:32 +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
Junhao ShenClaude Opus 5Misha Goinmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
4bac767695 [Perf][Nemotron] Skip redundant latent-MoE all-reduce at TP>1 (~13% decode win) (#52301)
Signed-off-by: Junhao Shen <junshen@nvidia.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-09-15 07:33:51 -07:00
yzong-rh e6960af33b [Refactor] StructuredOutputManager x Speculative Decoding Refactor (#48200) 2026-09-15 09:48:49 -04:00
Taneem Ibrahim 64856080b0 [Bugfix] Measure complete pooling responses (#56760)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
2026-09-15 09:21:05 -04:00
bb55077411 [Perf][Kernel] Integrate Mega-mHC from DeepGEMM for DeepSeek V4.1 (reopen of #56255) (#56962)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: Juntian Liu <Juntianl777@gmail.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
2026-09-15 04:01:06 -07:00
ALEX LILUZandJiangyun Zhu 5be911ee87 [Bugfix] Load reasoning parser plugins before headless engine config (#53124)
Signed-off-by: alexliluz <49665315+alexliluz@users.noreply.github.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
2026-09-15 18:31:25 +08:00
Flora Feng 24bfbd5d4d [Refactor] Derive is_reasoning_end from the engine grammar (#56200)
Signed-off-by: sfeng33 <4florafeng@gmail.com>
2026-09-15 10:07:58 +00:00
073f883b56 [Perf][DSpark] Collapse DeepSeek-V4.1 draft states before SP all-gather (#56903)
Signed-off-by: Juntian Liu <Juntianl777@gmail.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
2026-09-15 02:58:57 -07:00
Yixin DongandFlora Feng 2c2cbd84fd [Frontend] Use XGrammar schema constraints for DeepSeek V4.1 (#56408)
Signed-off-by: Ubospica <ubospica@gmail.com>
Co-authored-by: Flora Feng <4florafeng@gmail.com>
2026-09-15 04:36:16 -04:00
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
shaohuaxiandCodex ca67438c08 [Bugfix][Frontend] Handle aborted requests in beam search (#56249)
Signed-off-by: 子华 <huaxi.shx@alibaba-inc.com>
Co-authored-by: Codex <noreply@openai.com>
2026-09-15 08:17:30 +00:00
Yongye ZhuandClaude Opus 5 8263ea12bd [Build] Move DeepGEMM pin to the vLLM fork and update the Mega MoE call convention (#56876)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-09-15 00:57:18 -07:00
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
aoshen02 eb61707851 [Bugfix] Fix stale HPC QK-norm weights after weight refit (#56706)
Signed-off-by: aoshen02 <aoshen02@users.noreply.github.com>
2026-09-14 21:34:41 -07:00
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
Nick Hill f84b0c4bce [Model Runner V2] Tolerate lack of pinned memory support (#56908)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
2026-09-14 21:28:32 -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
9d14fd3095 [Kernel][MoE] DeepEP v2: async finalize to overlap shared experts with combine (#52781)
Signed-off-by: Mario <404mario@users.noreply.github.com>
Co-authored-by: Mario <404mario@users.noreply.github.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-09-15 00:04:22 -04:00
Miguel a72c046463 [Bugfix] Avoid nested rerank cancellation handlers (#55602)
Signed-off-by: Miguel Garcia <miguelgarciaroman8@gmail.com>
2026-09-15 03:19:08 +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
e6eb0d120c [Model][DSv4.1] Store the whole KV in MXFP8 (FlashMLA V4.1 record) (#56893)
Signed-off-by: Yongye Zhu <yongye@inferact.ai>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Yongye Zhu <yongye@inferact.ai>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-09-14 20:12:55 -07:00
wuhangxianandChauncey a529c1a748 [Bugfix] Handle bare and malformed tool call openers in Gemma4 parser (#53444)
Signed-off-by: wuhangxian <1391938827@qq.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
2026-09-15 02:52:43 +00:00
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
567f745c1b [Bugfix] Export weight-cache IPC tensors separately for each client (#56472)
Signed-off-by: 子华 <huaxi.shx@alibaba-inc.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
2026-09-15 02:43:42 +00:00
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
Nick Hill ceaa9f95dd [Minor] Invert MRV1 specdec method fallback logic (#56899)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
2026-09-14 18:56:04 -07:00
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
JohnQinAMDandClaude Opus 5 ef5f7cd119 [ROCm][DSv4.1][Perf] Dequantize the MXFP8 weight once when dot_scaled cannot be used (#56560)
Signed-off-by: JohnQinAMD <yanyuan.qin@amd.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-09-15 09:07:26 +08:00
Andreas KaratzasandCodex a7576447b8 [ROCm][Bugfix] Initialize Ray NIXL agents for sharded RDT (#56687)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
Co-authored-by: Codex <noreply@openai.com>
2026-09-15 00:34:21 +00:00
zhaoguochun1995 bbbd0a02c9 [Bugfix] Carry over queued work when materializing the dedicated stream (#56382)
Signed-off-by: zhaoguochun1995 <zhaoguochun1995@163.com>
2026-09-14 23:52:20 +00:00
Taneem Ibrahimandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> ba2ae9f239 [MRV2] Run pooling post processing on non-final PP ranks (#56666)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-09-14 16:11:11 -07:00
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
Taneem Ibrahimandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> 8e08cef46e [Bugfix] Redact credentials from benchmark logs (#56662)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-09-14 18:58:33 -04:00
Fangzhou AiandCursor 00972dfd72 [ROCm][DSV4.1][Perf] Fold the mHC post step into the delayed pre projection (#56513)
Signed-off-by: Fangzhou Ai <fangzhou@semianalysis.ai>
Signed-off-by: Fangzhou Ai <fangzhou.ai@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
2026-09-14 16:44:56 -05:00
Michele Campi d392ac836e [Doc][Metrics] Fix spec-decode PromQL examples to use the exposed names (#55016)
Signed-off-by: Michele Campi <michele.campi@outlook.com>
2026-09-14 21:15:28 +00:00
Fangzhou AiandCursor dabc4362b4 [ROCm][DSV4.1][Perf] Stride the DSA decode candidate mask over the live context (#56628)
Signed-off-by: Fangzhou Ai <fangzhou.ai@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
2026-09-14 20:47:32 +00:00
sychen52 7702ee87db [Bugfix][DSA] Write nvfp4_ds_mla from the fused norm+rope kernel (#55538)
Signed-off-by: Shiyang Chen <shiychen@nvidia.com>
2026-09-15 00:25:33 +04:00
Netanel Haber d4ee7fe7a9 [Quantization] Select linear backends per quantization (#51204)
Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
2026-09-14 16:24:18 -04:00
Nicolò LucchesiandJorge Gallego Feliciano 995e8581f4 [Model] Voxtral Realtime: add support for CUDAGraphMode.FULL_DECODE_ONLY (#51167)
Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai>
Co-authored-by: Jorge Gallego Feliciano <jorge.gallego@mistral.ai>
2026-09-14 19:16:39 +00:00
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