Hongsheng Liu
1c3d59796f
[Diffusion] Document DLO mmap model opt-in
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Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-15 06:57:38 +08:00
Hongsheng Liu
76e257b0f3
[Diffusion] Address rank-local mmap review feedback
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Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-14 17:12:05 +08:00
Hongsheng Liu
2956af1e9d
[Diffusion] Add rank-local mmap storage for DLO
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Decouple node-local checkpoint storage from the DLO AllGather transfer protocol. Compatible rank-local workers retain shared file-backed sources and stream complete blocks through bounded staging without changing request scheduling.
Refs #6195
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-14 14:38:06 +08:00
vraiti and Claude Opus 4.6
c98517ce7f
[Metrics] Add Diffusion Metrics ( #4755 )
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Signed-off-by: vraiti <vraiti@redhat.com >
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com >
2026-08-13 06:59:13 +00:00
Hongsheng Liu
1ff2753469
docs: align User Guide feature taxonomy ( #6045 )
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Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-12 00:20:56 +08:00
5e4b9f8c6e
[Misc] Align CODEOWNERS with module/feature design docs ( #5958 )
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Signed-off-by: hsliu_ustc <hsliu_ustc@noreply.gitcode.com >
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
Co-authored-by: hsliu_ustc <hsliu_ustc@noreply.gitcode.com >
Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com >
2026-08-10 19:25:03 +08:00
Hongsheng Liu
9159cedbd7
docs: update vLLM-Omni architecture overview ( #5914 )
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Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-09 09:16:18 +08:00
Hongsheng Liu
fd0e92183a
[Docs] [templates] Reorganize module design documentation ( #5139 )
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Signed-off-by: hsliuustc0106 <liuhongsheng4@huawei.com >
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-08 11:39:27 +08:00
Hongsheng Liu
62bf8d630d
docs: document distributed layerwise offload compatibility ( #5839 )
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Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-06 23:21:43 +08:00
Zijun Huang and WeiQing Chen
93457f29ff
[NPU][Quantization] Add RainFusion attention and INT8 online quantization for MiniMax H3 ( #5706 )
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Signed-off-by: Zijun Huang <zijunhua@usc.edu >
Co-authored-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com >
2026-08-06 14:15:21 +08:00
Hongsheng Liu
bc95e7415f
docs: reorganize vLLM-Omni design navigation ( #5833 )
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Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-06 12:32:56 +08:00
bjf-frz
9f978923f2
[docs] consolidate diffusion execution modes ( #5599 )
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Signed-off-by: bjf-frz <frz123db@gmail.com >
2026-08-05 22:41:18 +08:00
Chenguang Zheng
d5d47e9be1
[Doc] Document async Omni output materialization ( #5610 )
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Signed-off-by: Chenguang ZHENG <645327136@qq.com >
2026-08-04 14:50:38 +08:00
Yukim1
7a2007cc17
[Refactor] Remove legacy --stage-configs-path from the serve CLI ( #5647 )
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Signed-off-by: zwhzzz0821 <2831474076@qq.com >
2026-08-03 23:41:52 +08:00
akshatvishu
cd5daaea6a
[BugFix][Metrics] Fix per-stage time and token stats in metrics API ( #4974 )
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Signed-off-by: akshatvishu <akshatnayak197@gmail.com >
2026-08-01 03:54:17 +00:00
zzh and dengyunyang
dba05c3517
Enable Diffusion Image models asynchronous output ( #4981 )
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Signed-off-by: zzh <943967662@qq.com >
Co-authored-by: dengyunyang <584797741@qq.com >
2026-07-29 17:21:55 +00:00
wangyu
7c17111ff5
[Refactor][CI] Reorganize test tree, and move slow e2e to weekly ( #4951 )
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Signed-off-by: wangyu <410167048@qq.com >
2026-07-29 23:53:03 +08:00
SYLAR and lishunyang12
7762d664d8
[Attention] Add trtllm diffusion attention backend with Skip-Softmax ( #5283 )
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Signed-off-by: lishunyang12 <lishunyang03@gmail.com >
Co-authored-by: lishunyang12 <lishunyang03@gmail.com >
2026-07-27 22:48:11 +08:00
Yang_wdrs
8927ec057c
[Refactor][1/N]diffusion/cache: cache-dit ( #5226 )
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Signed-off-by: yangjianjuan <66548561+yangjianjuan@users.noreply.github.com >
2026-07-24 22:42:45 +08:00
Diya Peng
acf941da4d
[Diffusion] Add VAE patch parallel support for FLUX.2-dev ( #5292 )
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Signed-off-by: dpeng123 <diyapeng123@gmail.com >
2026-07-24 07:00:57 +00:00
Jack Chen
96235da468
Generalize AR-Diffusion KV session capabilities ( #5271 )
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Signed-off-by: Jack47 <scsvip@gmail.com >
2026-07-23 12:37:32 +08:00
bjf-frz and Hongsheng Liu
be667a8067
[Refact] Refactor diffusion output streaming ( #5166 )
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Signed-off-by: bjf-frz <frz123db@gmail.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-07-23 10:06:08 +08:00
f43d761c26
[Refactor]: clean up diffusion worker interfaces ( #5217 )
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Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com >
Co-authored-by: Cursor <cursoragent@cursor.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-07-22 17:07:09 +08:00
e39f4dddfb
[Refactor]: clean up diffusion scheduler interfaces ( #5216 )
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Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com >
Signed-off-by: Zeyu Huang | 黃澤宇 <11222265+fhfuih@users.noreply.github.com >
Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com >
Co-authored-by: Cursor <cursoragent@cursor.com >
2026-07-22 14:05:49 +08:00
Bingyu (Spencer) Liu
dcf8b07d39
[Core] Cleanup Omni connector runtime and transfer backends ( #5096 )
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Signed-off-by: spencerr221 <liubingyu62@gmail.com >
2026-07-22 09:44:15 +08:00
Hongsheng Liu and hsliu_ustc
625892032b
[Doc] Standardize serving names and identifiers ( #5081 )
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Signed-off-by: hsliu_ustc <hsliu_ustc@noreply.gitcode.com >
Co-authored-by: hsliu_ustc <hsliu_ustc@noreply.gitcode.com >
2026-07-13 23:59:42 +08:00
Hongsheng Liu
a6da469134
docs: update README for v0.24.0 ( #5060 )
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Signed-off-by: hsliuustc0106 <liuhongsheng4@huawei.com >
2026-07-13 08:26:37 +08:00
Zeyu Huang | 黃澤宇 and Hongsheng Liu
1b0de21c55
[Chore]: refactor out unused/redundant params in diffusion pipelines ( #1235 )
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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 Zhang and Samit
c45ac74d43
[Core][Frontend] Support request-level batching for diffusion pipelines ( #4079 )
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Signed-off-by: jader <yjader@foxmail.com >
Co-authored-by: Samit <285365963@qq.com >
2026-06-29 18:09:19 +02:00
Rahul Steiger and Hongsheng Liu
327e9dcaf2
[Feature] Spatially-sharded (SP) decode for the Wan VAE ( #4620 )
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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 )
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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 )
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Signed-off-by: Alex Brooks <albrooks@redhat.com >
2026-06-09 11:55:32 +08:00
rein yang and Hongsheng Liu
3a7c7f1422
[Bugfix] fix qwen3-omni performance regression ( #3575 )
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Signed-off-by: rein yang <ruiruyang2@gmail.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-06-02 23:02:07 +08:00
LHXuuu and vraiti
41a795b5d6
[Metrics] Add audio SLOs + cross-stage transfer families + per-(stage, replica) wrap for upstream vllm:* ( #3576 )
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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 )
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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 )
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Signed-off-by: samithuang <285365963@qq.com >
2026-05-20 22:26:18 +08:00
yangsonglin13
1c530d984d
Yuanrong TransferEngine Connector for NPU ( #3180 )
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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 )
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Signed-off-by: Rustam Khadipash <16683750+hadipash@users.noreply.github.com >
2026-05-19 09:42:17 +08:00
Canlin Guo and Hongsheng Liu
ef7f2f1cd2
[Docs] Refactor the attention backend docs/skill ( #3475 )
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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 )
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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 )
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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 )
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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 )
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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 )
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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 )
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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 )
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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
skf and Canlin Guo
6433847249
[skipCI][Docs] Add expert_parallel.md ( #2471 )
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Signed-off-by: skf1999 <13234016272@163.com >
Co-authored-by: Canlin Guo <canlinguosdu@gmail.com >
2026-04-08 02:35:14 +00:00
Canlin Guo and Hongsheng Liu
e771842781
[Feature] Support vae tiling parallel encode ( #2368 )
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Signed-off-by: gcanlin <canlinguosdu@gmail.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-04-06 14:47:45 +00:00