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
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
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
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
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
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
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
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
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
WeiQing Chen
ae7bee0c43
[Feature] Align MiniMax H3 official input matrix ( #5752 )
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Signed-off-by: david6666666 <530634352@qq.com >
2026-08-05 07:12:01 +00:00
Mu GuanLin
b9a51592f0
[Model][Feat] MiniMax H3 online FP8 support ( #5737 )
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Signed-off-by: mglyn <1203789601@qq.com >
2026-08-04 11:35:01 +00:00
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
Isotr0py
24741961eb
[Model] Add MiniMax H3 diffusion support ( #5691 )
2026-08-03 14:10:40 +08:00
SYLAR
896f05e7e6
[Kernel] Add typed SAGE for TRTLLM_ATTN ( #5509 )
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Signed-off-by: lishunyang12 <lishunyang12@163.com >
2026-07-31 23:11:39 +00:00
evanchueng and david6666666
744c65b730
[Feature] Distributed layerwise offload with DP multi-concurrency + mmap weight… ( #5397 )
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Signed-off-by: evanchueng <evanchueng@outlook.com >
Signed-off-by: david6666666 <530634352@qq.com >
Co-authored-by: david6666666 <530634352@qq.com >
2026-07-30 13:35:38 +00:00
Yukim1
1752e8ee5b
[Refactor] Migrate Qwen3 Omni thinker-only deploy config ( #5285 )
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Signed-off-by: zwhzzz0821 <2831474076@qq.com >
2026-07-30 09:57:33 +00:00
iancarrasco-b10
23bb4395bb
[Feature] Flush the speech WebSocket on input.done without closing it ( #5517 )
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Signed-off-by: iancarrasco-b10 <ian.carrasco@baseten.co >
2026-07-28 23:46:19 +00:00
Mu GuanLin
12d75cf63a
[Feature] Add official LTX multimodal guidance and precision guard ( #5148 )
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Signed-off-by: mglyn <1203789601@qq.com >
2026-07-28 10:44:25 +00:00
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
汪志鹏
ddc3c87547
[Refactor][Docs]: Remove stale BAGEL offline guide ( #5429 )
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Signed-off-by: princepride <wangzhipeng628@gmail.com >
2026-07-27 09:46:11 +08:00
TaffyOfficial and TaffyOfficial
93786c9cd3
[perf] Add configurable diffusion compile granularity ( #4603 )
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Signed-off-by: TaffyOfficial <2324465096@qq.com >
Co-authored-by: TaffyOfficial <2324465096@qq.com >
2026-07-24 15:22:06 +00:00
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
汪志鹏
a61d5c0fd8
[Refector] Remove mammothmodal2-preview example ( #5335 )
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Signed-off-by: princepride <wangzhipeng628@gmail.com >
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com >
2026-07-24 07:29:55 +08:00
Diya Peng
b471a5cf23
[Diffusion] Add FLUX.2-dev CPU Offload (Layerwise) ( #5256 )
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Signed-off-by: dpeng123 <diyapeng123@gmail.com >
2026-07-23 14:53:04 +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
Mu GuanLin
39e83e27f0
[Bug][CI] Pin the LTX FP8 quality gate to its established sigma schedule ( #5302 )
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Signed-off-by: mglyn <1203789601@qq.com >
2026-07-22 14:36:32 +08:00
Yifan Tian and Didan Deng
24eb4ab89c
[Model] Add Cache-DiT support for FLUX.1-Kontext-dev ( #4205 )
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Signed-off-by: yifan <Yifan.Tian@colorado.edu >
Signed-off-by: Didan Deng <33117903+wtomin@users.noreply.github.com >
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com >
2026-07-22 14:06:12 +08:00
Mu GuanLin
a06664a243
[Refactor] Unify the LTX-2 and LTX-2.3 pipeline runtime ( #5147 )
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Signed-off-by: mglyn <1203789601@qq.com >
2026-07-20 20:02:30 +08:00
Diya Peng and diyapeng
6cd1ff7e64
[Quantization] Add FLUX.2-dev Mistral TE online FP8 support ( #5136 )
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Signed-off-by: diyapeng <50388704+diyapeng@users.noreply.github.com >
Co-authored-by: diyapeng <50388704+diyapeng@users.noreply.github.com >
2026-07-20 16:16:31 +08:00
wangyu
0d8c632688
[Refactor][CI] Reorganize .buildkite directory by platform ( #5119 )
2026-07-19 15:06:54 +08:00
psv666 and amy-why-3459
e9991a5907
[Doc] Fix Qwen3-Omni modality documentation examples ( #5173 )
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Signed-off-by: psv666 <2693925048@qq.com >
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com >
2026-07-18 19:51:38 +08:00
Ricardo Noriega
68a992060b
[Bugfix] Fix audio.format parameter silently ignored in chat completions ( #4718 )
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Signed-off-by: Ricardo Noriega De Soto <rnoriega@redhat.com >
2026-07-16 00:17:02 -06:00
bjf-frz
1a4a042a83
[REFACT]Refactor diffusion outputs to payload metadata ( #4922 )
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Signed-off-by: bjf-frz <frz123db@gmail.com >
2026-07-14 17:24:03 +08:00
Diya Peng and diyapeng
e0570a0859
[Quantization] Add BitsAndBytes W4 online quantization for diffusion transformer ( #5037 )
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Signed-off-by: diyapeng <50388704+diyapeng@users.noreply.github.com >
Co-authored-by: diyapeng <50388704+diyapeng@users.noreply.github.com >
2026-07-14 15:48:48 +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
Rahul Steiger
66b9ad287a
Extend Cosmos3 CPU offloading to component and layerwise paths ( #4695 )
2026-07-13 09:48:53 +00:00
Yi Liu
9a02963acf
docs: document Cosmos3-Super AutoRound world-model support ( #5062 )
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Signed-off-by: yiliu30 <yi4.liu@intel.com >
2026-07-13 02:22:16 +00:00
Naga Sai Abhinay Devarinti
6581e2afa9
[Model] Add Krea 2 text-to-image diffusion model ( #4730 )
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Signed-off-by: Abhinay1997 <devarintinagasaiabhinay@gmail.com >
2026-07-11 16:25:41 -07:00
Isotr0py
b95905deb1
[Quantization] Migrate GGUF diffusion model support to OOT plugin ( #4769 )
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn >
Signed-off-by: Isotr0py <Isotr0py@outlook.com >
2026-07-11 18:48:43 +00:00
Samit
b96bc5ac87
Support HuggingFace kernels package for native diffusion attention backends ( #4926 )
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Signed-off-by: samithuang <285365963@qq.com >
Signed-off-by: Samit <285365963@qq.com >
2026-07-08 14:34:36 +08:00
Zhang Jian
d5e197fb97
[Diffusion][Feature] Add SP for Omnigen2 ( #3206 )
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Signed-off-by: Zhang Jian <jianmusings@gmail.com >
2026-07-08 10:29:41 +08:00
Yukim1 and Advik
460a5c6b48
[Refactor] Migrate MammothModa2 and OmniVoice to pipeline registry ( #4647 )
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Signed-off-by: Advik <scince5678@gmail.com >
Signed-off-by: Nightwing-77 <scince5678@gmail.com >
Signed-off-by: zwhzzz0821 <2831474076@qq.com >
Co-authored-by: Advik <scince5678@gmail.com >
2026-07-08 00:44:33 +00:00