Commit Graph
221 Commits
Author SHA1 Message Date
Jiangyun Zhu 98ed0856f3 [Model] add GLM-5.3-Flash support (#53906) 2026-09-03 09:40:35 -07:00
Andrii SkliarandAndrii Skliar adebc41b7e [Mamba] Add FlashInfer ReplaySSM backend (#52506)
Signed-off-by: Andrii Skliar <askliar@nvidia.com>
Signed-off-by: Andrii Skliar <andreyws96@gmail.com>
Co-authored-by: Andrii Skliar <askliar@nvidia.com>
2026-09-01 10:26:43 -04:00
Roberto L. CastroandCodex e16b5e518d [1/N][warmup][DSv4] Migrate generic MLA metadata and indexing kernels (#50175)
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Co-authored-by: Codex <codex@openai.com>
2026-08-31 23:26:05 -04:00
Nick Hill c28feab989 [Core][MRV2] Freeze gc during V2 CG capture; skip per-descriptor cleanup (#54646)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
2026-08-31 19:37:46 -07:00
AusarandClaude 6bafc049aa [Bugfix][PP] Never drop a decoding request from the sampled-token broadcast (#54436)
Signed-off-by: ArcheyChen <45146080+ArcheyChen@users.noreply.github.com>
Co-authored-by: Claude <noreply@anthropic.com>
2026-08-31 23:49:54 +00:00
+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
Nicolò Lucchesi 7f4793eaa3 [Nixl][PD] DCP support for MLA models (#50611)
Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai>
2026-08-29 16:03:53 +00:00
Nick HillandKimi Code 96242aa50d [Bugfix][MRV2] Release layer-bound KV cache memory in shutdown() (#54246)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Kimi Code <noreply@moonshot.ai>
2026-08-28 21:27:09 +00:00
Ronaldandaoshen02 479eeb32d2 [Bugfix][MRV2] Isolate sleep-mode KV allocations (#53508)
Signed-off-by: Ronald1995 <ronaldautomobile@163.com>
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
2026-08-27 15:08:28 -07:00
Qiu Chunshuo b3af042abd Bugfix: use PCP slot mappings for PIECEWISE capture (#53869)
Signed-off-by: QiuChunshuo <qiuchunshuo@huawei.com>
2026-08-27 05:39:36 +00:00
Giancarlo Delfin 5acc1c4e4b [Model Runner V2][Spec Decode] Skip DP sync before EAGLE/MTP draft prefill (#53694) 2026-08-26 20:59:35 -07:00
Qiu ChunshuoLucas Wilkinsonmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
b1fbbc2ade BugFix(PCP): use persistent input buffers for PIECEWISE CUDA graphs (#53515)
Signed-off-by: QiuChunshuo <qiuchunshuo@huawei.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-08-26 05:58:13 +00:00
Misha Goin 7de96050c5 [Spec Decode] Enable adaptive DSpark on SM100 sparse MLA (#52783)
Signed-off-by: mgoin <mgoin64@gmail.com>
2026-08-25 13:31:15 -04:00
Giancarlo Delfin d154d90d6c [Model Runner V2] batch-sharded sample (#50465)
Signed-off-by: Giancarlo Delfin <gdelfin@inferact.ai>
2026-08-24 15:49:57 -07:00
a4d70bef37 [Model Runner V2] Reserve CUDA graph memory (#53306)
Signed-off-by: Anh Tran <anh.tran.3889@gmail.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Anh Tran <anh.tran.3889@gmail.com>
Co-authored-by: anhtra3889 <anhtra@nvidia.com>
2026-08-23 23:11:19 -07:00
Tianyu Guo 7ca49fbe4b [Refactor][Model Runner V2][Multimodal] Move the encoder-only path out of the shared runner (#53176)
Signed-off-by: Tianyu Guo <guoty@inferact.ai>
2026-08-22 05:11:44 +00:00
Lucas Wilkinson 8bdc70ec7b [6/N][KV-Cache Layout Refactor] Standardize KV cache layout (#51718)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
2026-08-21 17:47:49 -07:00
01af92e175 [Feature][Model Runner V2] Support extract_hidden_states speculation (#49811)
Signed-off-by: Zupeng Wang <71580390+zupengwang@users.noreply.github.com>
Signed-off-by: Misha Goin <mgoin64@gmail.com>
Co-authored-by: OpenAI <support@openai.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-08-20 11:13:43 -04:00
a1c5b1fd9f [Core][V1] Support trace_decode_token_ids for deterministic decode replay (#46701)
Signed-off-by: ianzxliu <ianzxliu@tencent.com>
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Signed-off-by: Zhixia Liu <liuzhixia.nju@gmail.com>
Co-authored-by: ianzxliu <ianzxliu@tencent.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
2026-08-20 15:12:43 +08:00
Itay Alroy a2257f95b7 [Elastic EP] Reduce eager-mode reconfiguration downtime (#51885)
Signed-off-by: Itay Alroy <ialroy@nvidia.com>
2026-08-19 02:13:06 +00:00
Summer Yangmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>Yifan Qiao
0db502c8d8 [Kimi-K3] support DCP partial prefix cache hit (#50493)
Signed-off-by: Summer Yang <girasoleyang@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
2026-08-17 17:05:51 -07:00
Canlin GuoandNick Hill 455edc022b [ModelRunnerV2] Support prompt embeds (#42963)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Signed-off-by: Canlin Guo <961750412@qq.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
2026-08-17 21:58:50 +00:00
Roberto L. CastroandCodex 49905ad94d [3/N][Feat][Perf] Add new warmup infrastructure for JITs. Add provider registry and orchestration for JIT warmup (#50174)
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Co-authored-by: Codex <codex@openai.com>
2026-08-17 10:11:14 -07:00
4d2a68d64d [Bugfix][Spec Decode][Structured Output] DSpark: fix the grammar bitmask mapping when the draft budget is zero (#52436)
Signed-off-by: oops-oom <73481342@qq.com>
Co-authored-by: oops-oom <73481342@qq.com>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
2026-08-16 11:09:23 +00:00
fa9d67f782 [EC Connector] Added Build Connector Worker Meta for EC Connector (#49585)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: omerpaz95 <omerpaz95@gmail.com>
Signed-off-by: omerpaz95 <73347585+omerpaz95@users.noreply.github.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
2026-08-15 15:40:38 -07:00
Gabriel Wu 97388c44f9 [Bugfix] Make DSV4 sparse MLA work end-to-end for plain decode, MTP, and DSpark (#51538) 2026-08-15 07:01:32 -07:00
Nick Hill d6f17f3d53 [MRV2] Support attention-free models (#52374)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
2026-08-14 23:54:50 +00:00
Isotr0pyandOpenAI Codex 66728feb1f [MRV2][Multimodal] Enable encoder cuda graph for model runner v2 (#49852)
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-08-14 09:33:21 +00:00
50ba4bc6b2 [Feature] Mask Replay (#49577)
Signed-off-by: vx120 <893600387@qq.com>
Signed-off-by: vx120 <57470515+vx120@users.noreply.github.com>
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-08-13 08:44:31 +00:00
Lucas WilkinsonOpenAI CodexClaude Opus 5Benjamin Chislettmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>Nick HillOpenAI Codex
7f7a32cfec [Spec Decode] DSpark confidence-scheduled verification (#47808)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Signed-off-by: Benjamin Chislett <chislett.ben@gmail.com>
Signed-off-by: Lucas Wilkinson <wilkinson.lucas@gmail.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Benjamin Chislett <chislett.ben@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
2026-08-12 12:27:48 -07:00
Lucas WilkinsonandOpenAI Codex 02ac17851d [Refactor][MRV2] Unify uniform decode token count helper (#51917)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-08-12 05:58:43 +00:00
0a94d85a66 [Bugfix][MRV2] Require all requests to be decoding for uniform-decode dispatch (#51865)
Signed-off-by: Rahul Chalamala <22563365+rchalamala@users.noreply.github.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Rahul Chalamala <22563365+rchalamala@users.noreply.github.com>
Co-authored-by: Janelle Cai <janelle.cai@modal.com>
2026-08-11 17:15:06 -07:00
Guan-Ming Chiuandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> 457a5f34db [Bugfix][MRV2] Support encoder timing stats in model runner V2 (#50020)
Signed-off-by: Guan-Ming (Wesley) Chiu <105915352+guan404ming@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-08-12 00:00:49 +08:00
Wentao Ye a671679e9f [MRv2 Feature] MR v2 weight offloading support (#51413)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-08-07 13:20:21 -06:00
Tianyu Guo dd856e48bb [Bugfix][EPD][Model Runner V2] Skip gather mm embeddings for encoder only instance (#51222)
Signed-off-by: Tianyu Guo <guoty@inferact.ai>
2026-08-06 20:40:47 -07:00
ChaunceyandNick Hill 72c0d67657 [Feat] Support thinking_token_budget in Model Runner V2 (#46727)
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
2026-08-07 03:36:18 +00:00
Taneem Ibrahim 9464529612 [ModelRunner v2] Enable decoder token-wise pooling (#50931)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
2026-08-06 22:21:52 +00:00
Nick Hill c5d470ac4c [ModelRunner V2] Minor indexing optimizations (#51210)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
2026-08-06 14:44:13 -07:00
QiuandLucas Wilkinson 811622c410 [Refactor][PCP] Make PCPManager construction extensible (#50066)
Signed-off-by: QiuChunshuo <qiuchunshuo@huawei.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
2026-08-05 23:05:14 +00:00
bnellnm 373fe8b83e [MoE Refactor] Remove MoE legacy code (#51078)
Signed-off-by: Bill Nell <bnell@redhat.com>
2026-08-05 14:35:36 -07:00
Wentao Ye 4f819f801b [Model Runner v2] E/P/D disaggregation support (#38390)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
2026-08-04 15:52:23 +00:00
aoshen02andNick Hill 42ab184ea7 [MRV2] Enable routed-experts capture (#50721)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
2026-08-03 21:00:13 +00:00
Taneem Ibrahim 652ba59229 [Model Runner V2] Enable encoder token embedding (#50574)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
2026-08-01 07:55:36 -04:00
Michael GoinandOpenAI Codex 90329913e9 [UX] Reduce startup log noise (#50590)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
2026-07-31 13:04:34 -07:00
Matthew Bonanni a0cd2b69b3 [Bugfix] Universally align block table width to 128 tokens (#50302)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
2026-07-31 08:52:17 -07:00
Taneem Ibrahim 0f17394564 [Model Runner V2] Enable encoder token classification (#50293)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
2026-07-31 04:15:36 +00:00
Giancarlo Delfin dec13a33b7 [Model Runner V2][Spec Decode] Add multi-layer MTP speculator (#48892)
Signed-off-by: Giancarlo Delfin <gdelfin@inferact.ai>
2026-07-30 15:54:15 -07:00
Taneem Ibrahim 43eaefba5a [ModelRunner V2] Enable sequence pooling for embedding and classification models (#48791)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
2026-07-29 06:30:45 -07:00
Nick HillandJeff Ma 6fbbcf2151 [BugFix] Stop dummy runs from writing mamba state through stale block-table rows (#49757)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Signed-off-by: Jeff Ma <jeffjma@umich.edu>
Co-authored-by: Jeff Ma <jeffjma@umich.edu>
2026-07-29 01:09:41 +00:00
Wentao Ye b5bcb3ce88 [Refactor] Remove dead code in multiple files (#49745)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-07-27 15:58:26 -04:00