Commit Graph
9079 Commits
Author SHA1 Message Date
253e02b95e [Perf] Warm up DeepGEMM MegaMoE kernels before serving (#60468)
Signed-off-by: Simon Veitner <sveitner@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
2026-10-13 20:17:48 +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
Vadim GimpelsonandClaude cd7517fb17 [Bugfix] Fix ReplaySSM ring shape assertion when TP does not divide Mamba2 n_groups (#60704)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
2026-10-13 11:31:53 +00:00
Linze Shi e6e84f350c [Feature][Pooling] Add offline fixed-length late chunking (#60164)
Signed-off-by: Linze-Shi <linzeshi0@gmail.com>
2026-10-13 11:16:21 +00:00
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
Juan Pérez de AlgabaandOpenAI Codex 7173c64e2e [Security] Bound decoded and downloaded media per request (#61226)
Signed-off-by: juanpas97 <juan.perezalgaba@gmail.com>
Signed-off-by: Juan Pérez de Algaba <jperezde@redhat.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-10-13 10:17:14 +00:00
JackRao123andClaude Opus 5.5 877f6df889 [Bugfix][DSv4] Don't bake the C128 compressor skip into CUDA graphs (#59709)
Signed-off-by: Jack Rao <jack.rao@baseten.co>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-13 10:15:11 +00:00
c7a305ec10 [Bugfix][Mamba] Store conv_kernel - 1 inputs in Mamba2 prefill checkpoints (#60797)
Signed-off-by: Sungsoo Ha <sungsooh@nvidia.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: tomeras91 <57313761+tomeras91@users.noreply.github.com>
2026-10-13 10:09:17 +00:00
Thien TranandOpenAI Codex 656d0d4506 [Perf] Tune Triton GDN decode tiles on SM100-family GPUs (#61355)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: OpenAI Codex <noreply@openai.com>
2026-10-13 17:01:12 +08:00
Vadim GimpelsonandClaude 183625d4f9 [Bugfix] Fall back to auto for unquantized MoE layers when --moe-backend is marlin (#60219)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
2026-10-13 08:48:13 +00:00
Harry MellorandClaude Opus 5 6f11c220b5 [Transformers backend] Fuse MoE routers that score after the top-k (#57410)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-10-13 08:41:23 +00:00
stefankoncarevic 24aa1191f4 [ROCm][Bugfix] Run the AITER AR+RMSNorm fallback test on the platform… (#61350)
Signed-off-by: Stefan Koncarevic <stefan.koncarevic@amd.com>
Signed-off-by: Stefan Koncarevic <Stefan.Koncarevic@amd.com>
2026-10-13 08:35:57 +00:00
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
380638afbb [Model] Add Clef-Flash support (#61308)
Signed-off-by: Tianyu Guo <guoty@inferact.ai>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
2026-10-13 05:46:37 +00:00
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
Divakar VermaandClaude Sonnet 5 f7ba007b5e [ROCm][MoE] Split AiterExperts by weight-quantization key (#60322)
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
Co-authored-by: Claude Sonnet 5 <noreply@anthropic.com>
2026-10-13 00:13:33 -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
Yoni GozlanandBugen Zhao 69d00bc264 [Bugfix] Accept whole-number floats for integer tool arguments in the response parser (#61297)
Signed-off-by: Yoni Gozlan <74535834+yonigozlan@users.noreply.github.com>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
2026-10-13 12:55:20 +08:00
dskweandCyrus Leung 28d679e762 [Bugfix] Preserve independent tokenizer code_revision in snapshot resolution (#61272)
Signed-off-by: Yuan Li <dskwelmcy@163.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2026-10-13 04:23:45 +00:00
RAHUL KUMARandClaude Sonnet 5.5 c5422f4c46 [Test][Renderer] Cover the reasoning -> reasoning_content mirror in chat message parsing (#56129)
Signed-off-by: pctablet505 <55033230+pctablet505@users.noreply.github.com>
Co-authored-by: Claude Sonnet 5.5 <noreply@anthropic.com>
2026-10-13 03:58:32 +00:00
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
frida-andersson c077dc663d [ROCm][Perf][DSv4.1] Enable decoder SWA bounded replay (#59039)
Signed-off-by: Frida Andersson <fanderss@amd.com>
2026-10-13 02:19:14 +00:00
Fangzhou AiandClaude Opus 5.5 cc2a6eea1a [ROCm][Perf][DSv4.1] Mono decode on every backbone layer (#61082)
Signed-off-by: Fangzhou Ai <fangzhou.ai@amd.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-13 10:16:50 +08:00
Woosuk KwonandClaude Opus 5.5 f47792af7f [Model Loader] Make dummy weight init dtype-aware (#61134)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-12 18:33:26 -07:00
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
189bbfb9f4 Add MoNe experts pruning support (#50415)
Signed-off-by: Ilya Boytsov <ieboytsov@nebius.com>
Signed-off-by: Misha Goin <mgoin64@gmail.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Ilya Boytsov <ieboytsov@nebius.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-12 23:18:43 +00:00
1bc6e072b0 [Rust Frontend] Add per-request timing metrics to chat and completions (#59314)
Signed-off-by: wxin <wxin@nvidia.com>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-12 15:39:10 -07:00
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
Maroon AyoubandFlora Feng 44f0ddfd7b [Bugfix][Parser] Stop re-parsing the whole GLM tool argument per chunk (#61253)
Signed-off-by: Maroon Ayoub <mayoub@redhat.com>
Co-authored-by: Flora Feng <4florafeng@gmail.com>
2026-10-12 21:28:35 +00:00
Mikko Tukiainen abad32a718 [ROCm][Perf] Fix Gemma AR+RMS prefill fallback (#58547)
Signed-off-by: Mikko Tukiainen <Mikko.Tukiainen@amd.com>
Signed-off-by: Mikko Tukiainen <mikko.tukiainen@amd.com>
2026-10-12 19:53:08 +00:00
Martin Hickey 7039c7f17b [Bugfix][Rust Frontend] Omit unset sampling params in render output (#61220)
Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com>
2026-10-12 19:31:03 +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
Martin Hickey 08582942d8 [Bugfix][Frontend] Honor request_id and X-Request-Id in chat and completions render (#61236)
Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com>
2026-10-12 19:17:12 +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
fululi12Claude Opus 5mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>lifulu
8055293353 [ROCm][MLA] Cut ~21x host dispatch from the MLA metadata build (#58381)
Signed-off-by: lifulu <fululi12@amd.com>
Signed-off-by: lifulu <lifulu@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: lifulu <lifulu@users.noreply.github.com>
2026-10-12 13:11:20 -05:00
Woosuk KwonandClaude Opus 5.5 e1a5086256 [Attention] Remove cascade attention (#61126)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-12 10:41:07 -07:00
5b0b8f251e [Bugfix][HiSparse] Fix TP group hang on steps without scheduled tokens (#60941)
Signed-off-by: Maroon Ayoub <mayoub@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-12 17:38:12 +00:00
a7b7bc1fbe [Metrics] Count finished requests by watermark status (#58715)
Signed-off-by: Simon Veitner <sveitner@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
2026-10-12 17:21:22 +00:00
Misha GoinandClaude Opus 5.5 45bb710eca [CI] Add nightly Python 3.14 smoke test (#60456)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-12 10:11:26 -07:00
Chester c599b5971f [Bugfix][Frontend] Return all logprobs when completions requests logprobs=-1 (#55717)
Signed-off-by: Chester <42577861+superdiaodiao@users.noreply.github.com>
2026-10-12 17:05:55 +00:00
haotiaa 6e6e86078a [Bugfix][Platform] Don't resolve current_platform during import vllm (#60766)
Signed-off-by: Haotian An <haotiaa@amazon.com>
2026-10-12 17:05:34 +00:00
fa39582756 [Frontend] Serve LiquidAI/d1-3B on /v1/systemone (#60676)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Simon Veitner <sveitner@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
2026-10-12 13:00:47 -04:00
Misha GoinandClaude d79b52b182 [Misc] Consolidate csrc shared headers and prune dead code (#60721)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
2026-10-12 09:46:22 -07:00
e0317b28ce [Feature] Support batch invariance on ROCm (#52231)
Signed-off-by: Matthew Wong <Matthew.Wong2@amd.com>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
2026-10-12 10:53:26 -05:00