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Commit Graph
341 Commits
Author SHA1 Message Date
hsliuustc0106 f4394f1d3d [Model] Prime DLO cache retention with a startup warmup 
Models whose request geometry opts out of the generic dummy run (H3: t2va
needs an explicit aspect ratio and a bounded duration) can declare a
dlo_dummy_run_recipe. Under distributed layerwise offload the engine's
startup warmup runs it, so the learned cache-retention budget is primed
before real traffic instead of on the first request.

H3 declares a maximum-duration t2va generation: duration is the only
workload variable at the fixed 768 short edge, so the learned peak
dominates every production request and no real request re-learns. Validated
on L20X: all cold-start releases happen during the startup warmup, zero
during requests; first request 15.91 s vs 16.7 s unwarmed, steady 14.9 s;
startup gains one max-length generation (~10-20 s). Non-DLO deployments
keep the opted-out generic warmup unchanged.

Signed-off-by: hsliuustc0106 <liuhongsheng4@huawei.com>
 2026-08-26 15:06:08 +08:00
Hongsheng Liuandhsliuustc0106 c608910d20 [Diffusion] Register HWR mmap for direct DLO H2D (#6591) 
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Signed-off-by: hsliuustc0106 <hsliuustc0106@users.noreply.github.com>
Co-authored-by: hsliuustc0106 <hsliuustc0106@users.noreply.github.com>
 2026-08-25 23:30:11 +08:00
Jae 72beeaee86 [Misc] move text-to-audio online examples to a unified folder (#4807) 
Signed-off-by: zzehli <jaeli_ottawa@outlook.com>
 2026-08-25 22:02:26 +08:00
leoandleo 50b8a150f9 [Model] Add native SANA-Video 2B T2V and I2V support (#5508) 
Signed-off-by: leo <92263211+napleon-liu@users.noreply.github.com>
Signed-off-by: leo <92263211+liuyao0322@users.noreply.github.com>
Signed-off-by: liuyao0322 <yaoliu548926@gmail.com>
Co-authored-by: leo <92263211+napleon-liu@users.noreply.github.com>
 2026-08-25 09:46:02 +08:00
Hongsheng Liuandhsliuustc0106 8360346a66 [Diffusion] Integrate no-AllGather DLO with Host Weight Runtime (#6486) 
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Signed-off-by: hsliuustc0106 <hsliuustc0106@users.noreply.github.com>
Co-authored-by: hsliuustc0106 <hsliuustc0106@users.noreply.github.com>
 2026-08-25 08:03:53 +08:00
汪志鹏Claude Opus 5lishunyang12Cursor
 		d150a4fde7 [Feature][MiniMax-H3] Support diffusion continuous batching (#5810) 
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: lishunyang12 <lishunyang12@163.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
Co-authored-by: lishunyang12 <lishunyang12@163.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-24 21:08:53 +08:00
bjf-frzandHongsheng Liu 072bfc02dd [FEAT]Add FastVideo VSA backend for Wan2.2 (#4820) 
Signed-off-by: bjf-frz <frz123db@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-24 14:48:31 +08:00
wangyu 1e2a6446f7 [CI] Remove AudioX and MammothModa2 support (#6353) 
Signed-off-by: wangyu <410167048@qq.com>
 2026-08-23 04:22:05 +00:00
wangyu 2e096788a6 [CI]Remove SoulX-Singer support (#6362) 
Signed-off-by: wangyu <410167048@qq.com>
 2026-08-23 07:16:32 +08:00
Shin 70bdd49402 [Model] Add HiDream-O1-Image support (#5194) 
Signed-off-by: yixiaoer <shin@yixiaoer.sg>
 2026-08-21 14:15:37 +08:00
Yukim1 6f55a06fab [Docs] Remove stale stage config references (#6270) 
Signed-off-by: zwhzzz0821 <2831474076@qq.com>
 2026-08-20 07:09:12 +08:00
BruceLoveDecimaland汪志鹏 adf6d0c1ea [Model] Add SANA-WM support(Stage-1 only) (#4061) 
Signed-off-by: BruceLoveDecimal <liuqihao970610@gmail.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Signed-off-by: liuqihao <liuqihao970610@gmail.com>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
 2026-08-18 23:57:55 -06:00
bjf-frzandHongsheng Liu 14bd8f8772 [REFACT]Refactor diffusion parallel state (#5531) 
Signed-off-by: bjf-frz <frz123db@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-19 11:23:10 +08:00
Hongsheng Liu 284e05c88b [Core] Support online FP8 with DLO AllGather (#6279) 
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-18 23:48:07 +08:00
zhumingjue138 cd9ae66b3a [Bugfix][Test] fix Qwen3-omni OOM reliability and drop voxcpm2 stability/reliability test cases (#6299) 
Signed-off-by: zhumingjue <zhumingjue@huawei.com>
 2026-08-18 17:36:08 +08:00
Hongsheng Liu 9d2bb23ff6 [Diffusion] Add loader-owned host-weight plans for DLO (TP=1) (#6213) 
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-16 11:02:38 +08:00
SYLARandHongsheng Liu d1e230c95b [Diffusion][Quantization] Enable MiniMax-H3 global FP8 with DLO (#5910) 
Signed-off-by: lishunyang12 <lishunyang12@163.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-15 23:01:26 +08:00
SYLAR ce6ab0ca46 [Model] Add LTX-2.5 support (#6070) 
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) 
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-15 14:41:09 +08:00
MrlixiangWE b95c73742d [Bugfix] Stop reading the removed OmniRequestOutput.request_output accessor (#6172) 
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) 
Signed-off-by: roG0d <baonudesifeizhai@gmail.com>
 2026-08-14 15:45:55 +08:00
Mu GuanLin 83d1f11449 [Feat] LTX Standard Two-Stage Pipeline (#5500) 
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) 
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) 
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) 
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) 
Signed-off-by: Songrui625 <songrui625@gmail.com>
 2026-08-11 14:23:43 +00:00
KristofferDidan DengHongsheng Liu
 		4ab1b4ff9c [Perf][Flux2][HunyuanVideo1.5] Skip attention-mask to avoid varlen path (#4645) 
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
WeiyanDidan DengHongsheng Liu
 		06e733d3cd [Model] Add LongCat-Video-Avatar-1.5 ai2v, at2v support (#4099) 
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
fan2956andFan c27623c29c [Bugfix] rainfusion support all shape video (#6000) 
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) 
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-10 21:55:01 +08:00
Diya Pengandlishunyang12 45629a8e26 [MiniMax-H3] TeaCache support and Cache-DiT validation (#5840) 
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) 
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) 
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) 
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-06 23:21:43 +08:00
Bo Lilishunyang12lishunyang12
 		d219d93bbb [Attention] Refine TRTLLM attention support for MiniMax H3 (#5779) 
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 HuangandWeiQing Chen 93457f29ff [NPU][Quantization] Add RainFusion attention and INT8 online quantization for MiniMax H3 (#5706) 
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) 
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) 
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) 
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) 
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) 
Signed-off-by: lishunyang12 <lishunyang12@163.com>
 2026-07-31 23:11:39 +00:00
evanchuenganddavid6666666 744c65b730 [Feature] Distributed layerwise offload with DP multi-concurrency + mmap weight… (#5397) 
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) 
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) 
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) 
Signed-off-by: mglyn <1203789601@qq.com>
 2026-07-28 10:44:25 +00:00
SYLARandlishunyang12 7762d664d8 [Attention] Add trtllm diffusion attention backend with Skip-Softmax (#5283) 
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) 
Signed-off-by: princepride <wangzhipeng628@gmail.com>
 2026-07-27 09:46:11 +08:00
TaffyOfficialandTaffyOfficial 93786c9cd3 [perf] Add configurable diffusion compile granularity (#4603) 
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) 
Signed-off-by: dpeng123 <diyapeng123@gmail.com>
 2026-07-24 07:00:57 +00:00