Commit Graph
773 Commits
Author SHA1 Message Date
+13 aeeb36b1f1 [New model] Kimi K3 (#50000)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Ziming Huang <zelda.huanghuang@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Isotr0py <mozf@inferact.ai>
Co-authored-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Summer Yang <girasoleyang@gmail.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
Co-authored-by: Bowen Wang <abmfy@icloud.com>
Co-authored-by: gnovack <novackgm@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: xiaozhoupy <peiyuanzhou1994@gmail.com>
Co-authored-by: Roy Wang <yasong.wang@inferact.ai>
Co-authored-by: Jeff (Junze) Ma <93145857+majunze2001@users.noreply.github.com>
Co-authored-by: Codex <codex@openai.com>
Co-authored-by: Wei Zhao <51183510+wzhao18@users.noreply.github.com>
2026-07-30 03:49:58 -07:00
f51193b9ae [Kernel][Mamba] Fused-kernel support for align-mode DS-conv state migration with num_accepted_tokens > 1 (#49291)
Signed-off-by: Sungsoo Ha <sungsooh@nvidia.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
2026-07-29 18:54:52 +08:00
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
Kevin Glynn 56f31af62a [Bugfix] Fix /wake_up crash on hybrid models (Mamba/DeltaNet) (#41602)
Signed-off-by: Kevin Glynn <kevglynn@gmail.com>
2026-07-29 00:17:35 +00:00
Johnny-LiouClaude Opus 4.8mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>tomeras91Cyrus Leung
866fea2b99 [Kernel] ReplaySSM: cache SSM inputs for faster Mamba2 standard decode (#48018)
Signed-off-by: Johnny-Liou <a897111@gmail.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: tomeras91 <57313761+tomeras91@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2026-07-24 09:39:49 -07:00
Taneem Ibrahimandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> 7b40fb9645 [UX] Reject incompatible nested runtime overrides (#49247)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-07-24 07:16:22 -07:00
833483f357 Encoder cache extension hooks (#48218)
Signed-off-by: hotTea <958436561@qq.com>
Signed-off-by: hanxi-java <634498162@qq.com>
Co-authored-by: hanxi-java <634498162@qq.com>
Co-authored-by: 韩熙 <63780107+hanxi-java@users.noreply.github.com>
2026-07-24 02:52:00 -07:00
Michael GoinandNick Hill ac36a7a1e7 [MRV2][Spec Decode] Avoid rejection sampler OOM by chunking (#48630)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
2026-07-23 18:13:13 +08:00
Nick Hillandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> 521aa80f71 [Core] Simplify KVBlockZeroer index tensor handling (#48399)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-07-23 18:12:46 +08:00
6700813f86 [3/N][KV-Cache Layout Refactor] Standardize Mamba cache; drop get_transfer_cache_regions (#44456)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-07-21 09:16:15 +00:00
97a668152b [RL Infra][FlashInfer] Enable router replay output from FlashInfer monolithic MoE kernel (#44214)
Signed-off-by: Xuanyu Zhang <xuanyu.zhang@mistral.ai>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: OpenAI Codex <noreply@openai.com>
2026-07-20 16:45:10 -07:00
41ea2dd44a [Bugfix][V1/V2] Fix prompt_logprobs to respect logprobs_mode (#47680)
Signed-off-by: Wojciech Wais <wojciech.wais@gmail.com>
Signed-off-by: Federico Kamelhar <209537060+fede-kamel@users.noreply.github.com>
Signed-off-by: Allen Shen <aoshen@inferact.ai>
Co-authored-by: Wojciech Wais <wojciech.wais@gmail.com>
Co-authored-by: Federico Kamelhar <209537060+fede-kamel@users.noreply.github.com>
2026-07-17 21:58:59 +01:00
devalshahamdandDeval Shah fcd2255d16 [Hardware][GPU] Profiler config additional to increase it scope and annotation details (#37524)
Signed-off-by: devalshahamd <deval.shah@amd.com>
Signed-off-by: Deval Shah <devashah@amd.com>
Signed-off-by: Deval Shah <deval.shah@amd.com>
Co-authored-by: Deval Shah <devashah@amd.com>
2026-07-17 13:38:59 -07:00
wendadawenandTianyu Guo 69d4f5ef63 [Bugfix][Multimodal] Fix Qwen3-Omni use_audio_in_video with mixed image/video inputs (#46213)
Signed-off-by: wendadawen <wendadawen@qq.com>
Signed-off-by: Tianyu Guo <guoty9@mail2.sysu.edu.cn>
Co-authored-by: Tianyu Guo <guoty9@mail2.sysu.edu.cn>
2026-07-17 08:31:16 +00:00
3b6c96a101 [Bugfix][Pooling] Fix wrong scores for chunked prefill under torch.compile (#48901)
Signed-off-by: seewoo <seewoo@ucsc.edu>
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
2026-07-17 05:19:12 +00:00
Charlie FuandAndreas Karatzas 6a9f24aa8c [ROCm][CI] Fix cuda graph mem profile issue (#48764)
Signed-off-by: charlifu <charlifu@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
2026-07-16 04:23:18 +00:00
avalliappan-nvidiaandClaude b7950e798f [Bugfix] Initialize draft CUDA-graph keys for the native draft_model proposer (#47460)
Signed-off-by: Alagappan Valliappan <avalliappan@nvidia.com>
Co-authored-by: Claude <noreply@anthropic.com>
2026-07-15 15:09:00 -04:00
05eed72aec [ROCm] Re-enable cudagraph memory profiling, captured on the current stream (#48526)
Signed-off-by: pei.zhang <pei.zhang@amd.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
2026-07-15 10:03:48 -05:00
aoshen02 3ca242d1b6 [Bugfix][R3] Exclude draft routers from expert capture (#48622)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
2026-07-14 17:45:35 -07:00
Omer Ullman Argov 1be6e937b2 lower memory required for capturing cudagraphs for large cudagraph sizes (#48483)
Signed-off-by: Omer Ullman Argov <118735753+omera-nv@users.noreply.github.com>
2026-07-13 10:14:25 -04:00
fc1c548093 Runtime Draft Weight Update for Speculative Decoding (#46725)
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: crp0128 <191679376@qq.com>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
2026-07-11 22:51:53 -07:00
Jiangyun ZhuandYifan Qiao 481e481be7 [2/N][Core] support partial prefix cache hit for hybrid model (#46384)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
2026-07-12 05:37:51 +00:00
Yan XuandJingyi Yang 95ed0feaa5 DCP supports hybrid attention (#40996)
Signed-off-by: YanXu <yancey.yx@alibaba-inc.com>
Signed-off-by: Jingyi Yang <girasoleyang@gmail.com>
Co-authored-by: Jingyi Yang <girasoleyang@gmail.com>
2026-07-09 21:34:45 -07:00
Benjamin ChislettandWentao Ye 1cd75b3dd4 [Bugfix] Fix race condition in KVBlockZeroer (#48085)
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Signed-off-by: Benjamin Chislett <chislett.ben@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
2026-07-09 09:18:19 +00:00
Nick Hill a5d19cbb95 [Core] Move MRV1 late_interaction_runner.py out of MRV2 subtree (#48014)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
2026-07-08 18:30:11 +00:00
Walter Beller-Morales dd127d82ed [Core][Engine] only materialize tokens when thinking budget is in req (#47053)
Signed-off-by: walterbm <walter.beller.morales@gmail.com>
2026-07-07 21:02:38 -06:00
Dakai AnandNick Hill 65dcde1695 [Bugfix] Fix PD disagg + MTP correctness for Qwen3.5(GDN) (#47466)
Signed-off-by: Dakai An <dakaian108@gmail.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
2026-07-07 13:51:22 +00:00
Summer Yang d3e69fd671 [Perf] Use blocking CUDA events to avoid busy polling cuda driver lock (#47081)
Signed-off-by: Jingyi Yang <girasoleyang@gmail.com>
2026-07-07 09:36:10 +00:00
567a78432d [Bugfix] Fix dp mtp hang (#40589)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: sherryC41 <sherry.c.c41@gmail.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
2026-07-06 21:08:17 +00:00
04adc8843b [Bugfix]Fix DeepSeek-V4 fp8_ds_mla KV cache reshape (#47716)
Co-authored-by: yy-fighting <23518844576@qq.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
2026-07-06 12:56:44 -07:00
Kunshang JiandHarry Mellor 07f9baf756 Revert "[Platform] Replace torch.cuda.Event with torch.Event (#47140)" (#47668)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-07-06 14:18:33 +01:00
alex101-opsandzc02384840 f2aaf59151 [Feature] Support MTP speculative decoding for Bailing hybrid models (#44880)
Signed-off-by: zc02384840 <zc02384840@antgroup.com>
Co-authored-by: zc02384840 <zc02384840@antgroup.com>
2026-07-06 10:38:50 +08:00
07516fda67 [MRV2][SD] Make Dynamic SD comatible with Full Cuda Graphs (#45953)
Signed-off-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com>
Co-authored-by: Benjamin Chislett <chislett.ben@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
2026-07-03 23:58:27 -04:00
sychen52andmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> 67ff0ae30f Support nvfp4 kv with kv-cache-dtype-skip-layers sliding_window (#42890)
Signed-off-by: Shiyang Chen <shiychen@nvidia.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-07-04 02:29:13 +00:00
djramicandAndreas Karatzas f63dca6838 [ROCm] Fix encoder-decoder cross-attention KV layout aliasing (#47035)
Signed-off-by: Djordje Ramic <djoramic@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
2026-07-03 13:53:29 -05:00
Luciano MartinsandLuciano Martins 979f5511d7 [Bugfix][Gemma4] Keep image bidirectional attention within the sliding window (#47217)
Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
2026-07-02 19:57:41 -07:00
Yiliu DongandNick Hill 00eb7cefa3 [Bugfix] Prevent padding placeholders from reaching embeddings (#47029)
Signed-off-by: qianlihuang <91178480+qianlihuang@users.noreply.github.com>
Signed-off-by: Yiliu Dong <91178480+qianlihuang@users.noreply.github.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
2026-07-01 09:26:03 -07:00
Aaron HaoandClaude Sonnet 4.6 77a9c5ae28 Weight sync refactor + move sparse nccl engine (#44353)
Signed-off-by: hao-aaron <ahao@anyscale.com>
Signed-off-by: haoaaron <ahao@anyscale.com>
Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-07-01 01:25:19 -07:00
fangyuchuTyler Michael Smithmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
245888ff77 [Feature] Detect all2all peer fault with fault tolerance backend and prevent corrupted output (#43637)
Signed-off-by: fangyuchu <fangyuchu@qq.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-06-30 09:00:25 -07:00
Kunshang JiandHarry Mellor e840f0d3f5 [Platform] Replace torch.cuda.Event with torch.Event (#47140)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-06-30 08:39:59 -07:00
Chaojun Zhang 8cc242335d [XPU] Optimize XPU worker shutdown logic to prevent resource leak (#46433)
Signed-off-by: Chaojun Zhang <chaojun.zhang@intel.com>
2026-06-30 15:27:21 +08:00
Kunshang Ji fb42e5219e [Platform] Replace torch.cuda.mem_get_info with torch.accelerator.get_memory_info (#44825)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
2026-06-30 14:39:52 +08:00
Ilya MarkovandMarkov Ilya a2abce646f [EPLB] Mask padding in EPLB load recording (#38128)
Signed-off-by: ilmarkov <markovilya197@gmail.com>
Signed-off-by: Markov Ilya <markovilya19@gmail.com>
Co-authored-by: Markov Ilya <markovilya19@gmail.com>
2026-06-28 19:43:58 -07:00
c6741b2ad4 [Model] Support Unlimited OCR (#46564)
Signed-off-by: Tianyu Guo <guoty9@mail2.sysu.edu.cn>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Roger Wang <hey@rogerw.io>
2026-06-27 23:09:18 -07:00
3e6529cc0e [Bugfix][Spec Decode] Fix EAGLE drafter multimodal encoder cache misses (#46315)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
2026-06-22 18:14:02 +00:00
Weiwei Sunmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>Jiangyun Zhu
cec2ec1176 [Bugfix] Avoid racy accepted counts in async spec decode (#45100)
Signed-off-by: Weiwei Sun <68775773+sunnweiwei@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
2026-06-22 08:53:16 +00:00
2cac89f9da [Spec Decode] Support mixed KV page sizes for DFlash (#45181)
Signed-off-by: Alex Steiner <asteiner@nvidia.com>
Signed-off-by: Giancarlo Delfin <gdelfin@inferact.ai>
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
Co-authored-by: Giancarlo Delfin <gdelfin@inferact.ai>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
2026-06-21 22:45:14 +08:00
Nick Hill 7df3d7dada [Core] Ensure memory is pinned prior to async h2d copy (#45424)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
2026-06-20 20:02:24 -07:00
01192139bf [DSv4] Pack KV caches into contiguous per-block allocations for DeepSeek V4 (#44577)
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.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>
2026-06-19 12:55:42 -04:00
Ruinan Ma 2addbb9cc9 [BugFix] Support async scheduling with prompt embeds for multimodal models (#45673)
Signed-off-by: Ruinan Ma <r7ma3088@gmail.com>
2026-06-16 04:12:54 +00:00