Hongsheng Liu
f1abb13958
[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 >
2026-08-17 11:50:32 +08:00
Hongsheng Liu
b732ad2cea
[Diffusion] Document runtime cache hardware tradeoffs
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Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-17 00:43:06 +08:00
Hongsheng Liu
99347e1ba7
[Diffusion] Tighten runtime cache compatibility guards
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Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-16 23:26:25 +08:00
Hongsheng Liu
db86a6a078
[Diffusion] Add node-local runtime weight cache for DLO
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Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-16 23:15:48 +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
SYLAR
ce6ab0ca46
[Model] Add LTX-2.5 support ( #6070 )
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Signed-off-by: lishunyang12 <lishunyang12@163.com >
2026-08-15 18:27:23 +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
35cacf020c
[Model] Add Gepard-1.0 native-AR FSQ/NanoCodec TTS (offline inference) ( #5666 )
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Signed-off-by: Mengjie Zhao <zmj0129@gmail.com >
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com >
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com >
2026-08-14 22:06:05 -07:00
wangyu
d671e6b0db
[CI] Expand E2E source_file_dependencies for shared model code ( #5994 )
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Signed-off-by: wangyu <410167048@qq.com >
Signed-off-by: wangyu <53896905+yenuo26@users.noreply.github.com >
2026-08-15 12:01:20 +08:00
MrlixiangWE
b95c73742d
[Bugfix] Stop reading the removed OmniRequestOutput.request_output accessor ( #6172 )
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Signed-off-by: MrlixiangWE <mrdanaer@gmail.com >
2026-08-15 07:07:28 +08:00
baonudesifeizhai
b300f66656
[Bugfix] Fix HSDP compatibility with the new online FP8 linear method ( #5677 )
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Signed-off-by: roG0d <baonudesifeizhai@gmail.com >
2026-08-14 15:45:55 +08:00
2b08419d8b
[CI] Per-model, per-entry-mode code coverage collection ( #5593 )
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Signed-off-by: Shenglei Fu <sfu@confluent.io >
Signed-off-by: Shenglei Fu <117230642+ShengleiFu@users.noreply.github.com >
Co-authored-by: Claude Sonnet 5 <noreply@anthropic.com >
Co-authored-by: Alicia <115451386+congw729@users.noreply.github.com >
Co-authored-by: wangyu <53896905+yenuo26@users.noreply.github.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-14 15:36:56 +08:00
Lucas(Ruijie)
90a08c0eda
[Model][TTS][WIP] Add dots.tts (rednote-hilab) — continuous-AR 48kHz TTS ( #4765 )
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Signed-off-by: Moore-Z <zhumoore9661996@gmail.com >
2026-08-13 17:58:33 +00:00
Mu GuanLin
83d1f11449
[Feat] LTX Standard Two-Stage Pipeline ( #5500 )
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Signed-off-by: mglyn <1203789601@qq.com >
2026-08-14 00:13:14 +08:00
Hongsheng Liu
bbe6ccc512
[Doc] Refresh community documentation ( #6141 )
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Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-13 17:04:06 +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
8b8d3f56db
[Misc] Consolidate LingBot text-to-video runner ( #6076 )
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Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-13 08:42:37 +08:00
Hongsheng Liu
3c3989ed04
docs: align quantization overview with navigation ( #6074 )
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Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-12 11:37:01 +08:00
Sy03 and Yueqian Lin
58007c0084
[New Model] Support IndexTTS 2.5 ( #5957 )
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Signed-off-by: Sysy <1370724210@qq.com >
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com >
2026-08-11 23:00:35 +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
Jerry Song
89015d5cad
[Feature]: Adds distilled LoRA support for diffusion models ( #2783 )
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Signed-off-by: Songrui625 <songrui625@gmail.com >
2026-08-11 14:23:43 +00:00
4ab1b4ff9c
[Perf][Flux2][HunyuanVideo1.5] Skip attention-mask to avoid varlen path ( #4645 )
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Signed-off-by: kTorp <Kristoffer.Torp@amd.com >
Signed-off-by: Didan Deng <33117903+wtomin@users.noreply.github.com >
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-11 15:31:02 +08:00
06e733d3cd
[Model] Add LongCat-Video-Avatar-1.5 ai2v, at2v support ( #4099 )
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Signed-off-by: weiyan <weiyanlin117@gmail.com >
Signed-off-by: Didan Deng <33117903+wtomin@users.noreply.github.com >
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-11 15:17:17 +08:00
Hongsheng Liu
c4a14091c9
[Doc] Explain repository skills for agentic contributions ( #6029 )
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Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-11 14:18:41 +08:00
fan2956 and Fan
c27623c29c
[Bugfix] rainfusion support all shape video ( #6000 )
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Signed-off-by: Fan <fan@FandeMacBook-Air.local >
Co-authored-by: Fan <fan@FandeMacBook-Air.local >
2026-08-11 05:10:50 +08:00
Hongsheng Liu
62e239bf1e
[Docs] Fix broken attention backend link ( #5998 )
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Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-10 21:55:01 +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
ae811043e9
docs: keep shared task examples in navigation ( #5987 )
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Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-10 19:13:52 +08:00
Hongsheng Liu
b98b7c8529
[Docs] Preserve generated quantization URLs and link recipes in supported models ( #5969 )
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Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-10 15:45:50 +08:00
Zeyu Huang | 黃澤宇 and Hongsheng Liu
33dd9a5a3e
[Core][Refactor][Diffusion] refactor request scheduler's admission wait policy ( #5843 )
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Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-10 15:06:27 +08:00
WeiQing Chen
e1aa6eae75
docs: update vLLM-Omni WeChat QR code ( #5959 )
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Signed-off-by: David Chen <530634352@qq.com >
2026-08-10 10:04:24 +08:00
wtz2333 and Claude
36135ef09a
[diffusion][feature] Add LingBot-Video T2I and TI2V generation modes ( #5311 )
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Signed-off-by: wtz2333 <2955110911@qq.com >
Co-authored-by: Claude <noreply@anthropic.com >
2026-08-10 10:02:31 +08:00
Diya Peng and lishunyang12
45629a8e26
[MiniMax-H3] TeaCache support and Cache-DiT validation ( #5840 )
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Signed-off-by: dpeng123 <diyapeng123@gmail.com >
Signed-off-by: lishunyang12 <lishunyang12@163.com >
Co-authored-by: lishunyang12 <lishunyang12@163.com >
2026-08-09 15:07:21 +00:00
amd-xiaoyu12
f01e4bdddc
[Recipe] Document MiniMax H3 ROCm (gfx950) BF16 serving ( #5723 )
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Signed-off-by: Xiao Yu <xiao.yu@amd.com >
Signed-off-by: amd-xiaoyu12 <xiao.yu@amd.com >
2026-08-09 22:18:24 +08:00
Yueqian Lin
ebe93f5d1e
[Refactor][TTS] Derive TTS model detection from adapter metadata ( #5682 )
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Signed-off-by: Yueqian Lin <linyueqian@outlook.com >
2026-08-09 21:30:05 +08:00
linzhenpl07 and Claude Opus 4.8
8e2e9b6b53
[Feat] Cosmos3 session-memory port for UND text K/V (RFC #4480 Phase 0) ( #4657 )
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Signed-off-by: linzhenpl07 <linzhenpl07@gmail.com >
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com >
2026-08-09 20:53:17 +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
Mu GuanLin
d8c35663b4
[Model][Feat] Support Minimax-H3 quality grading requests through dynamic loading/unloading with Cache-DiT ( #5853 )
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Signed-off-by: mglyn <1203789601@qq.com >
2026-08-07 09:07:23 +00:00
RuQing Xu
ab459b36c2
[Kernel] Refresh FlashInfer attention; Add quantized attention support (Blackwell QK16/V8) ( #5344 )
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Signed-off-by: Ruqing Xu <7891482+xrq-phys@users.noreply.github.com >
2026-08-07 16:14:26 +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
wangyu and amy-why-3459
4b625d1175
[CI/Build] Resolve hardware-nested perf baselines per concurrency sweep ( #5845 )
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Signed-off-by: wangyu <410167048@qq.com >
Signed-off-by: [Your Name] <your.email@example.com >
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com >
2026-08-06 21:20:04 +08:00
d219d93bbb
[Attention] Refine TRTLLM attention support for MiniMax H3 ( #5779 )
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Signed-off-by: Bo Li <22713281+bobboli@users.noreply.github.com >
Signed-off-by: lishunyang12 <lishunyang03@gmail.com >
Signed-off-by: lishunyang12 <lishunyang12@163.com >
Co-authored-by: lishunyang12 <lishunyang03@gmail.com >
Co-authored-by: lishunyang12 <lishunyang12@163.com >
2026-08-06 09:38:17 +00:00
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
SYLAR and lishunyang12
1c2a81f6d8
feat(minimax-h3): enable 2x RTX 4090/5090 with DLO ( #5764 )
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Signed-off-by: lishunyang12 <lishunyang03@gmail.com >
Signed-off-by: lishunyang12 <lishunyang12@163.com >
Co-authored-by: lishunyang12 <lishunyang03@gmail.com >
2026-08-06 09:02:29 +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