Commit Graph
68 Commits
Author SHA1 Message Date
Zeyu Huang | 黃澤宇andHongsheng Liu 1b0de21c55 [Chore]: refactor out unused/redundant params in diffusion pipelines (#1235)
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-07-02 16:32:05 +02:00
JiangJie ZhangandSamit c45ac74d43 [Core][Frontend] Support request-level batching for diffusion pipelines (#4079)
Signed-off-by: jader <yjader@foxmail.com>
Co-authored-by: Samit <285365963@qq.com>
2026-06-29 18:09:19 +02:00
Rahul SteigerandHongsheng Liu 327e9dcaf2 [Feature] Spatially-sharded (SP) decode for the Wan VAE (#4620)
Signed-off-by: Rahul Steiger <rsteiger@nvidia.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-06-27 09:01:25 +08:00
e1b0b83238 add moriio transfer engine (#1742)
Signed-off-by: inkcherry <mingzhi.liu@amd.com>
Signed-off-by: zejwang  <zejwang@amd.com>
Signed-off-by: junkang1991 <junkangchow@gmail.com>
Signed-off-by: Zejian Wang <zejianwang@sjtu.edu.cn>
Co-authored-by: zejwang <zejwang@amd.com>
Co-authored-by: junkang1991 <junkangchow@gmail.com>
Co-authored-by: Zejian Wang <zejianwang@sjtu.edu.cn>
Co-authored-by: Zejian Wang <Zejian.Wang@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
2026-06-10 08:37:33 +08:00
Alex Brooks 7dcbeaea03 [Core] Cleanup DiffusersPipelineLoader (#1932)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
2026-06-09 11:55:32 +08:00
rein yangandHongsheng Liu 3a7c7f1422 [Bugfix] fix qwen3-omni performance regression (#3575)
Signed-off-by: rein yang <ruiruyang2@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-06-02 23:02:07 +08:00
LHXuuuandvraiti 41a795b5d6 [Metrics] Add audio SLOs + cross-stage transfer families + per-(stage, replica) wrap for upstream vllm:* (#3576)
Signed-off-by: vraiti <vraiti@redhat.com>
Signed-off-by: LHXuuu <xulianhao.xlh@antgroup.com>
Co-authored-by: vraiti <vraiti@redhat.com>
2026-06-01 20:20:48 +08:00
JiangJie Zhang 6fa9dbbe42 [Diffusion] Unify diffusion request identity on request_id (#3744)
Signed-off-by: jader <yjader@foxmail.com>
2026-05-28 14:56:56 +08:00
Samit 083b5e363f [Diffusion] Support LoRA in step-wise execution (#3639)
Signed-off-by: samithuang <285365963@qq.com>
2026-05-20 22:26:18 +08:00
yangsonglin13 1c530d984d Yuanrong TransferEngine Connector for NPU (#3180)
Signed-off-by: yangsonglin13 <yangsonglin566@gmail.com>
2026-05-20 14:51:33 +08:00
Rustam Khadipash 89f8819525 [Feature] Add support for Pipeline Parallel and integrate it into Wan 2.2 (#2322)
Signed-off-by: Rustam Khadipash <16683750+hadipash@users.noreply.github.com>
2026-05-19 09:42:17 +08:00
Canlin GuoandHongsheng Liu ef7f2f1cd2 [Docs] Refactor the attention backend docs/skill (#3475)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-05-11 09:13:07 +08:00
e49fbd8a2d [Feat] DiffusionEngine Support async batch infer (#2729)
Signed-off-by: Semmer <semmer@live.cn>
Signed-off-by: jader <yjader@foxmail.com>
Signed-off-by: asukaqaq-s <1311722138@qq.com>
Co-authored-by: asukaqaq-s <1311722138@qq.com>
Co-authored-by: jader <yjader@foxmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
2026-05-06 09:47:13 +12:00
rein yang d435fe0707 [Docs] update documents (#2921)
Signed-off-by: Rein Yang <ruiruyang2@gmail.com>
2026-04-20 12:55:04 +08:00
Alex Brooks f346f2fdc6 Add Teacache Support for LongCat Image (#1487)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
2026-04-18 07:52:35 +08:00
1637dbaaf3 [skip CI][Docs] Add Qwen3-Omni and Qwen3-TTS performance blog and figures (#1837)
Signed-off-by: CHEN <116010019@link.cuhk.edu.cn>
Signed-off-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
Signed-off-by: linyueqian <linyueqian@outlook.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
Co-authored-by: linyueqian <linyueqian@outlook.com>
2026-04-18 07:50:35 +08:00
Alex Brooks f1e3f03726 [feature] Hidden State Prefix Caching (#2164)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
2026-04-15 17:01:45 +00:00
TaffyOfficial 1ad726f495 [Fix] HunyuanImage-3.0: unify naming hunyuan_image_3 → hunyuan_image3 (#2712) 2026-04-14 21:53:47 -07:00
amy-why-3459 2a1d5060ab [skip ci][doc]Update async_chunk design diagram (#2420)
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
2026-04-13 20:43:40 +08:00
zhou zhuoxin 16041ab550 [Refactor] Extend CFG Parallel to support 3 or 4 branch dispatch across M GPUs (#2423) 2026-04-12 22:06:49 +08:00
c3c736d488 [Feature] Port Bagel RDMA flow to latest main (#2000)
Signed-off-by: Jinheng Li <ahengljh@gmail.com>
Signed-off-by: natureofnature <wzliu@connect.hku.hk>
Co-authored-by: ahengljh <ahengljh@users.noreply.github.com>
Co-authored-by: natureofnature <wzliu@connect.hku.hk>
2026-04-08 14:55:35 +08:00
skfandCanlin Guo 6433847249 [skipCI][Docs] Add expert_parallel.md (#2471)
Signed-off-by: skf1999 <13234016272@163.com>
Co-authored-by: Canlin Guo <canlinguosdu@gmail.com>
2026-04-08 02:35:14 +00:00
Canlin GuoandHongsheng Liu e771842781 [Feature] Support vae tiling parallel encode (#2368)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-04-06 14:47:45 +00:00
chickeyton 563f73b78a Refactor StageDiffusionClient and StageEngineCoreClient (#2006) 2026-04-03 08:05:19 +00:00
Wu JIAZHENandjader 3fd4a4dc27 [Feat] Support step-boundary abort in diffusion (#1769)
Signed-off-by: jader <yjader@foxmail.com>
Signed-off-by: asukaqaq-s <1311722138@qq.com>
Co-authored-by: jader <yjader@foxmail.com>
2026-04-01 17:25:02 +08:00
Yangshen DengandClaude Opus 4.6 837679dbaa [Diffusion] Refactor CFG parallel for extensibility and performance (#2063)
Signed-off-by: Yangshen Deng <yangshen.d@outlook.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-30 16:48:58 +00:00
Didan Deng 911be0d426 [skip ci][Doc] Refine the Diffusion Features User Guide (#1928)
Signed-off-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
2026-03-30 14:28:04 +08:00
dongbo910220andDidan Deng c2888a8a36 [Docs] refine UAA documentation (#2148)
Signed-off-by: dongbo910220 <1275604947@qq.com>
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
2026-03-25 15:46:15 +08:00
dongbo910220andDidan Deng 50bd1961bf [Feature]: add Ulysses advanced_uaa mode (#1379)
Signed-off-by: dongbo910220 <1275604947@qq.com>
Signed-off-by: dongbo910220 <32610838+dongbo910220@users.noreply.github.com>
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
2026-03-24 14:55:54 +08:00
61cd532cff [Refactor] Refactor Diffusion Scheduler/Executor Boundaries and Request State Flow (#1625)
Signed-off-by: jader <yjader@foxmail.com>
Signed-off-by: JiangJie Zhang <76905040+yJader@users.noreply.github.com>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
2026-03-23 20:25:32 +08:00
LancerandHongsheng Liu d8b35035ec [Bugfix] Fix cache-dit for single-transformer Wan2.2 models(eg. Wan2.2-TI2V-5B) (#1392)
Signed-off-by: Lancer <maruixiang6688@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-03-22 17:57:28 +08:00
Wu JIAZHEN da7a8f8014 reafator pipeline stage/step pipeline (#1368)
Signed-off-by: asukaqaq-s <1311722138@qq.com>
2026-03-20 19:21:50 +08:00
Zhou Taichang 05d8de813e [Bugfix] Remove duplicated config keyword max batch size (#1851)
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Signed-off-by: Zhou Taichang <tzhouam@connect.ust.hk>
2026-03-20 16:13:24 +08:00
3158e9d28f [Entrypoint][Refactor] vLLM-Omni Entrypoint Refactoring (#1908)
Signed-off-by: yinpe <11810305@mail.sustech.edu.cn>
Signed-off-by: Peiqi Yin <yinpeiqi809@gmail.com>
Signed-off-by: yinpeiqi <yinpeiqi809@gmail.com>
Signed-off-by: wuhang <whlbx@hotmail.com>
Signed-off-by: linyueqian <linyueqian@outlook.com>
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: lishunyang <lishunyang12@163.com>
Signed-off-by: Chenguang ZHENG <645327136@qq.com>
Signed-off-by: Peiqi Yin <60515999+yinpeiqi@users.noreply.github.com>
Co-authored-by: yinpe <11810305@mail.sustech.edu.cn>
Co-authored-by: Peiqi Yin <yinpeiqi809@gmail.com>
Co-authored-by: wuhang <whlbx@hotmail.com>
Co-authored-by: Peiqi Yin <60515999+yinpeiqi@users.noreply.github.com>
Co-authored-by: linyueqian <linyueqian@outlook.com>
Co-authored-by: princepride <wangzhipeng628@gmail.com>
Co-authored-by: lishunyang <lishunyang12@163.com>
2026-03-18 17:33:53 +08:00
Alex BrooksandDidan Deng c8cf8a799d [Refactor] Use SP Plan for LongCat Sequence Parallelism (#1772)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
2026-03-13 11:13:34 +08:00
NATURE 54a999d031 [skip CI][Docs] add connector design document (#1737)
Signed-off-by: natureofnature <wzliu@connect.hku.hk>
2026-03-13 09:23:32 +08:00
rein yang 4725593a4b [Docs] update async chunk performance diagram (#1741)
Signed-off-by: Rein Yang <ruiruyang2@gmail.com>
2026-03-11 10:39:23 +08:00
Juan Pablo Zuluagaandpablo 1d0a97f0d1 [feat][Qwen3TTS] Simple dynamic TTFA based on Code2Wav load (#1714)
Signed-off-by: pablo <pablo@agigo.ai>
Co-authored-by: pablo <pablo@agigo.ai>
2026-03-10 21:02:33 +00:00
Juan Pablo Zuluagaandpablo 6a45efb287 [Feat][Qwen3TTS] reduce TTFA with flexible initial phase (#1583)
Signed-off-by: pablo <pablo@agigo.ai>
Co-authored-by: pablo <pablo@agigo.ai>
2026-03-05 23:14:41 +08:00
Alex Brooks fa944bd8e8 [BugFix] Fix LongCat Sequence Parallelism / Small Cleanup (#1631)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
2026-03-05 17:31:00 +08:00
dengyunyang d275c0c993 [FEATURE] Tile/Patch parallelism refactor for easily support other models (#1366)
Signed-off-by: dengyunyang <584797741@qq.com>
2026-03-03 15:48:51 +08:00
汪志鹏andCursor e37a89ffcb [Feature]: Support cfg kv-cache transfer in multi-stage (#1422)
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
2026-03-02 05:06:28 +00:00
rein yang bfcfee7867 [Docs] update async chunk docs diagram [skip ci] (#1530)
Signed-off-by: Rein Yang <ruiruyang2@gmail.com>
2026-02-28 10:42:50 +08:00
rein yang 443b80e06c [skip ci][Doc] add design docs for async chunk in qwen3-omni (#962)
Signed-off-by: Rein Yang <ruiruyang2@gmail.com>
2026-02-27 10:46:13 +08:00
Canlin GuoandHongsheng Liu f53152d340 [Feature] Support HSDP for diffusion models (#1339)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-02-26 21:31:10 +08:00
Canlin Guo 9913c00144 [Feature] Support Wan2.2 output with irregular shapes (#1279)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
2026-02-26 17:03:43 +08:00
Didan Deng 1e86404456 [Doc] Refine Diffusion Tutorial Documents (#1305)
Signed-off-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
2026-02-25 15:43:08 +08:00
NATURE 1589931fa6 [Feature] vLLM-Omni RDMA connector (#1019)
Signed-off-by: natureofnature <wzliu@connect.hku.hk>
2026-02-24 11:13:52 +08:00
yangsonglin13 16be03b909 [Feature] Implement YuanrongConnector based on OmniConnectorBase (#716)
Signed-off-by: yangsonglin13 <yangsonglin566@gmail.com>
2026-01-27 20:17:02 +08:00
+13 776c3a794e Dev/rebase 0.14.0 (#847)
Signed-off-by: JaredforReal <w13431838023@gmail.com>
Signed-off-by: root <root@hk01dgx039.cm.cluster>
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Signed-off-by: Taichang Zhou <tzhouam@connect.ust.hk>
Signed-off-by: TangPeng <85704592@qq.com>
Signed-off-by: XU Mingshi <91017482+mxuax@users.noreply.github.com>
Signed-off-by: mxuax <mxuax@connect.ust.hk>
Signed-off-by: Sihyeon Jang <sihyeon.jang@navercorp.com>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: iwzbi <wzbi@zju.edu.cn>
Signed-off-by: ZeldaHuang <hzm414167@alibaba-inc.com>
Signed-off-by: Yuhan Liu <30294295+liuyuhanalex@users.noreply.github.com>
Signed-off-by: Alicia <115451386+congw729@users.noreply.github.com>
Signed-off-by: samithuang <285365963@qq.com>
Signed-off-by: linyueqian <linyueqian@outlook.com>
Signed-off-by: David Chen <530634352@qq.com>
Signed-off-by: yinpeiqi <yinpeiqi809@gmail.com>
Signed-off-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Signed-off-by: wangyu31577 <wangyu31577@hundsun.com>
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: John Liu BUAA <liukecheng97@gmail.com>
Signed-off-by: Dinesh G <G.Dinesh@ibm.com>
Signed-off-by: gDINESH13 <dinesh13g@gmail.com>
Signed-off-by: root <root@hk01dgx028.cm.cluster>
Signed-off-by: Zhou Taichang <tzhouam@connect.ust.hk>
Co-authored-by: JaredforReal <w13431838023@gmail.com>
Co-authored-by: root <root@hk01dgx039.cm.cluster>
Co-authored-by: JustQJ <37905360+JustQJ@users.noreply.github.com>
Co-authored-by: XU Mingshi <91017482+mxuax@users.noreply.github.com>
Co-authored-by: Sihyeon Jang <uneedsihyeon@gmail.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
Co-authored-by: catcat <108673086+iwzbi@users.noreply.github.com>
Co-authored-by: Ziming Huang <hzm414167@alibaba-inc.com>
Co-authored-by: Yuhan Liu <30294295+liuyuhanalex@users.noreply.github.com>
Co-authored-by: Alicia <115451386+congw729@users.noreply.github.com>
Co-authored-by: Samit <285365963@qq.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
Co-authored-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>
Co-authored-by: Peiqi Yin <60515999+yinpeiqi@users.noreply.github.com>
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: wangyu <53896905+yenuo26@users.noreply.github.com>
Co-authored-by: wangyu31577 <wangyu31577@hundsun.com>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: John Liu BUAA <liukecheng97@gmail.com>
Co-authored-by: D!NE$H <67671800+gDINESH13@users.noreply.github.com>
Co-authored-by: root <root@hk01dgx028.cm.cluster>
2026-01-21 00:25:25 +08:00