Hongsheng Liu
6bcd350301
[Diffusion] Prefer host-cache registration when pinned
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Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-19 18:13:44 +08:00
Hongsheng Liu
859003fb97
[Diffusion] Gate CUDA read-only host registration
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Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-19 11:23:36 +08:00
Hongsheng Liu
42c6ae9007
[Diffusion] Document TP host layout identity
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Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-19 11:23:36 +08:00
Hongsheng Liu
16642dc2e8
[Diffusion] Make DLO host weight cache opt-in
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Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-19 11:23:36 +08:00
Hongsheng Liu
010b3c1d74
[Diffusion] Make no-AllGather host weight cache automatic
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Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-19 11:23:36 +08:00
Hongsheng Liu
3bb7547a0f
[Diffusion] Rename runtime cache to host weight cache
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Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-19 11:23:36 +08:00
Hongsheng Liu
ee665fcfc3
[Docs] Add AllGather DLO architecture diagram
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Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-19 11:23:16 +08:00
Hongsheng Liu
649558e1a1
[Docs] Show TP2 devices in DLO architecture
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Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-19 11:23:16 +08:00
Hongsheng Liu
47153d86e6
[Docs] Visualize no-AllGather shared host weights
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Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-19 11:23:16 +08:00
Hongsheng Liu
1ccdc2e80e
[Docs] Separate DLO transfer mode design
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Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-19 11:23:16 +08:00
Hongsheng Liu
8f93a74951
[Docs] Remove stale DLO validation results
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Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-19 11:22:52 +08:00
Hongsheng Liu
4acb3b1387
[Docs] Add DLO component architecture
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Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-19 11:21:59 +08:00
Hongsheng Liu
6751c1f404
[Diffusion] Address runtime cache review feedback
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Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-19 11:21:59 +08:00
Hongsheng Liu
23ab14a15b
[Diffusion] Register runtime cache for direct DLO H2D
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Avoid recurrent mmap-to-pinned packing in no-AllGather DLO by registering transform-complete runtime-cache mappings under an explicit per-worker budget. Copy mapped tensors directly into the rotating device buffers while preserving bounded-staging fallback and ordered shutdown cleanup.
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-19 11:21:28 +08:00
Hongsheng Liu
67f15e73cd
[Diffusion] Document runtime cache hardware tradeoffs
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Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-19 11:21:28 +08:00
Hongsheng Liu
59549968cf
[Diffusion] Tighten runtime cache compatibility guards
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Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-19 11:21:28 +08:00
Hongsheng Liu
d30ccdc315
[Diffusion] Add node-local runtime weight cache for DLO
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Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-19 11:21:01 +08:00
Hongsheng Liu
284e05c88b
[Core] Support online FP8 with DLO AllGather ( #6279 )
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Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-18 23:48:07 +08:00
Hongsheng Liu
9d2bb23ff6
[Diffusion] Add loader-owned host-weight plans for DLO (TP=1) ( #6213 )
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Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-16 11:02:38 +08:00
3875f8ded4
[Core] Add realtime AR-Diffusion tick sessions for LingBot World 2.0 ( #5491 )
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Signed-off-by: zhangbin.327 <zhangbin.327@bytedance.com >
Signed-off-by: Jack47 <scsvip@gmail.com >
Co-authored-by: zhangbin.327 <zhangbin.327@bytedance.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-16 09:11:20 +08:00
SYLAR and Hongsheng Liu
d1e230c95b
[Diffusion][Quantization] Enable MiniMax-H3 global FP8 with DLO ( #5910 )
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Signed-off-by: lishunyang12 <lishunyang12@163.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-15 23:01:26 +08:00
Samit
136cb27b05
[Bugfix] Fix lost async diffusion outputs in request-level batching ( #6023 )
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Signed-off-by: samithuang <285365963@qq.com >
2026-08-15 18:27:51 +08:00
Hongsheng Liu
1260ceaae6
[Docs] Split diffusion attention and CPU offload guides ( #6075 )
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Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-15 14:41:09 +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
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
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
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
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
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
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
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
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