Commit Graph
94 Commits
Author SHA1 Message Date
Zhang BowenandHongsheng Liu 4882a36c41 [Model][Frontend] MiniMax-H3: Add opt-in planar video response encoding (#6288)
Signed-off-by: MosCloud <bwzhang1991@163.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-08-22 04:04:14 +00:00
Yukim1 6f55a06fab [Docs] Remove stale stage config references (#6270)
Signed-off-by: zwhzzz0821 <2831474076@qq.com>
2026-08-20 07:09:12 +08:00
Yukim1andHongsheng Liu 4b66f62e10 [Refactor] Remove internal stage_configs_path plumbing (#5741)
Signed-off-by: zwhzzz0821 <2831474076@qq.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-08-13 21:29:03 +08:00
9b0df3909a [Feature] timestamps for TTS via a forced-aligner pooling (#4795)
Signed-off-by: wjinxu <1299461899@qq.com>
Co-authored-by: xurui <xurui1@modelbest.onaliyun.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-08-12 05:33:34 +00:00
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
Zeyu Huang | 黃澤宇andHongsheng Liu 33dd9a5a3e [Core][Refactor][Diffusion] refactor request scheduler's admission wait policy (#5843)
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
NumberWan cfa6d66ed6 [BugFix][Nightly CI] Opt in FA deterministic for Qwen-Image accuracy (#5887)
Signed-off-by: NumberWan <wantszkin2003@gmail.com>
2026-08-07 17:15:22 +08:00
Wang fuyin 3d7fc3b9ba [Config] Read engine args from VllmOmniConfig (#5678)
Signed-off-by: Acerak01-fy <wfy2003324@163.com>
Signed-off-by: Wang  fuyin <wfy2003324@163.com>
2026-08-07 11:17:33 +08:00
48298030d4 [Diffusion] Add Minimax-H3 modular pipeline support (#5720)
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Signed-off-by: lishunyang12 <lishunyang12@163.com>
Signed-off-by: David Chen <530634352@qq.com>
Co-authored-by: lishunyang12 <lishunyang12@163.com>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
Co-authored-by: David Chen <530634352@qq.com>
2026-08-06 11:43:23 +00:00
SYLARandlishunyang12 1c2a81f6d8 feat(minimax-h3): enable 2x RTX 4090/5090 with DLO (#5764)
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
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
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
Mu GuanLin 1b718f7b15 [Feat] [CI] [bugfix] Generalize LTX CFG parallelism to the complete guidance plan (#5547)
Signed-off-by: mglyn <1203789601@qq.com>
2026-07-29 17:40:40 +00:00
Sy03andHongsheng Liu 0feb92bdfa [Bugfix][Minicpm] Support full-duplex three-stage serving (#5380)
Signed-off-by: Sy03 <1370724210@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-07-29 01:58:34 +08:00
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
5014fea4a0 [New Model] support nemotron Audex (#4976)
Signed-off-by: Yuekai Zhang <zhangyuekai@foxmail.com>
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
2026-07-28 03:58:22 +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
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
84bbd57e4d [Feature] Add AllGather-KV sequence-parallel attention str… (#4968)
Signed-off-by: zhuhh97 <zhuhonghan@huawei.com>
Signed-off-by: dph97 <nenbaying@163.com>
Signed-off-by: zhuhh97 <zhh@unknown>
Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
Co-authored-by: dengyunyang <584797741@qq.com>
2026-07-24 14:45:26 +00:00
Yukim1andHongsheng Liu 793d3e9ab7 [Config] Return VllmOmniConfig from create_from_model (#4818)
Signed-off-by: zwhzzz0821 <2831474076@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-07-18 09:21:07 +00:00
linzhenpl07 be517db18a examples: replica data-parallel recipe + benchmark for video DiT (#4707) (#5052)
Signed-off-by: linzhenpl07 <linzhenpl07@gmail.com>
2026-07-17 03:26:35 +00:00
Isotr0py b95905deb1 [Quantization] Migrate GGUF diffusion model support to OOT plugin (#4769)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
2026-07-11 18:48:43 +00:00
ff6f0da271 [Core] Composable parallel: Phase 1 strategy overlay (TP/DP/stage-replica) (RFC #4084) (#4281)
Signed-off-by: Kushan A. <kahmadian@nvidia.com>
Signed-off-by: kushanam <kushanam@users.noreply.github.com>
Signed-off-by: Kushan A <kahmadian@nvidia.com>
Signed-off-by: kahmadian <kahmadian@users.noreply.github.com>
Co-authored-by: kushanam <kushanam@users.noreply.github.com>
Co-authored-by: kahmadian <kahmadian@users.noreply.github.com>
2026-07-10 21:29:24 -06:00
JiangJie ZhangandSamit c45ac74d43 [Core][Frontend] Support request-level batching for diffusion pipelines (#4079)
Signed-off-by: jader <yjader@foxmail.com>
Co-authored-by: Samit <285365963@qq.com>
2026-06-29 18:09:19 +02:00
504698dec8 [Core] Performance fix for orchestrator bottleneck: separates inter-stage from client outputs (#4527)
Signed-off-by: yinpeiqi <yinpeiqi809@gmail.com>
Co-authored-by: Chenguang ZHENG <645327136@qq.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
2026-06-29 17:43:36 +02:00
Rahul SteigerandHongsheng Liu 327e9dcaf2 [Feature] Spatially-sharded (SP) decode for the Wan VAE (#4620)
Signed-off-by: Rahul Steiger <rsteiger@nvidia.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-06-27 09:01:25 +08:00
5db89b41c4 [Core] hunyuan-image prefetch kv (#4448)
Signed-off-by: z00806815 <zhuhonghan@huawei.com>
Signed-off-by: zhuhh97 <zhuhonghan@huawei.com>
Signed-off-by: dph97 <nenbaying@163.com>
Signed-off-by: zhh <zhh@users.noreply.github.com>
Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
Co-authored-by: zhuhh97 <zhuhh97@users.noreply.github.com>
2026-06-25 21:31:49 +08:00
3901ad8165 [feat] Streaming diffusion video generation output (#3737)
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>
2026-06-23 09:57:53 +00:00
ad07f98b73 [Feat] Streaming TTS word-level timestamps via forced aligner (#4034)
Signed-off-by: wjinxu <1299461899@qq.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-22 04:51:45 +00:00
amy-why-3459 f05e03aea8 [Perf][DreamZero]dreamzero supports CUDA graph, torch.compile, and DiT Caching. (#4213)
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
2026-06-19 14:24:37 +08:00
64a5bb92de [Refactor] Omni Stage Runtime and Distributed Replica Control Plane (#3855)
Signed-off-by: yinpeiqi <yinpeiqi809@gmail.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Chenguang ZHENG <645327136@qq.com>
2026-06-17 14:13:20 +08:00
f200e988a6 [fix bug] add default limit for image generation (#3381)
Signed-off-by: Junhong Liu <98734602+LJH-LBJ@users.noreply.github.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: lishunyang <lishunyang12@163.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
2026-06-16 22:54:26 +08:00
Zhou Taichang 7b837944a1 [Rebase] Rebase to vllm 0.23.0 (#4286)
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
2026-06-13 16:43:02 +00:00
706bad253d Add Cosmos3 action modality (#4102)
Signed-off-by: Maciej Bala <mbala@nvidia.com>
Signed-off-by: Bartosz Stefaniak <bstefaniak@nvidia.com>
Signed-off-by: lishunyang12 <lishunyang12@163.com>
Co-authored-by: Maciej Bala <mbala@nvidia.com>
Co-authored-by: lishunyang12 <lishunyang12@163.com>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
2026-06-03 19:30:39 +00:00
Alex Brooks 12e75c6618 [Core] Integrate TrackingArgumentParser (#3369)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
2026-06-02 21:56:24 +08:00
bc794e625f Add Cosmos3 model support (#3454)
Signed-off-by: Maciej Bala <mbala@nvidia.com>
Signed-off-by: MaciejBalaNV <mbala@nvidia.com>
Signed-off-by: lishunyang12 <lishunyang12@163.com>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
Co-authored-by: lishunyang12 <lishunyang12@163.com>
2026-06-02 04:04:31 +08:00
+1 f92d84fcf9 [Rebase] Rebase to vllm releases/v0.22.0 (#3891)
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Signed-off-by: ZhengWG <zwg0606@gmail.com>
Signed-off-by: david6666666 <530634352@qq.com>
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Signed-off-by: nainiu258 <cperfect02@163.com>
Signed-off-by: nainiu258 <101917677+nainiu258@users.noreply.github.com>
Signed-off-by: JasonJ2021 <jasonj@zju.edu.cn>
Signed-off-by: Zhou Taichang <tzhouam@connect.ust.hk>
Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
Co-authored-by: skf <54565339+skf-1999@users.noreply.github.com>
Co-authored-by: Zheng Wengang <zwg0606@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
Co-authored-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: nainiu258 <101917677+nainiu258@users.noreply.github.com>
Co-authored-by: Jason <72191212+JasonJ2021@users.noreply.github.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
2026-06-01 11:08:12 +08:00
b690a10e3a [Feat] Support MagCache (#1287)
Signed-off-by: Lancer <maruixiang6688@gmail.com>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
2026-05-29 22:26:23 +08:00
ANHDYandwangmengdi 28467dc19a [feature]: support Hidream-I1-Full model (#2572)
Signed-off-by: wangmengdi <160612767@qq.com>
Co-authored-by: wangmengdi <wangmengdi@cmss.chinamobile.com>
2026-05-22 15:23:03 +08:00
dengyunyang 3c58868c9a [BugFix] fix mult cli timeout with get kv (#3741)
Signed-off-by: dengyunyang <584797741@qq.com>
2026-05-19 14:22:27 +00:00
chickeytonandherotai214 e277feacaf [large-scale-serving] Integrate OmniCoordinator into stage engine pipeline (#3569)
Signed-off-by: chickeyton <ngton2014@gmail.com>
Signed-off-by: herotai214 <herotai214@gmail.com>
Co-authored-by: herotai214 <herotai214@gmail.com>
2026-05-19 12:08:20 +08:00
lyj-jjjandCursor bbc00f9f86 [BugFix] fix(omni): isolate diffusion KV-cache dtype from vLLM --kv-cache-dtype #3585 (#3596)
Signed-off-by: lyj-jjj <liuyingjun5@huawei.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-15 11:22:59 +08:00
56ca7dd612 support online FP8 quantization for FA on NPU #2236 (#2640)
Signed-off-by: lyj-jjj <liuyingjun5@huawei.com>
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: gcanlin <canlinguosdu@gmail.com>
2026-05-13 11:46:00 +08:00
Y. Fisher a33e2eb588 [Config] Add HunyuanImage3 deploy configs (#3172)
Signed-off-by: KexiongYu <yukexiong1@huawei.com>
Signed-off-by: Y. Fisher <yukexiong1@huawei.com>
2026-05-11 22:49:19 +08:00
Canlin GuoandHongsheng Liu 11c4c7f0ff [Diffusion][Attention] Support per-role attention backend via CLI (#2681)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-05-10 11:59:05 +08:00
baonudesifeizhaiandroG0d c4a0990044 (Phase 1)Add ModelOpt FP8 auto-detect support for diffusion checkpoints #2709 (#2913)
Signed-off-by: roG0d <rodgarcas98@gmail.com>
Signed-off-by: roG0d <baonudesifeizhai@gmail.com>
Signed-off-by: baonudesifeizhai <85092850+baonudesifeizhai@users.noreply.github.com>
Co-authored-by: roG0d <rodgarcas98@gmail.com>
2026-05-09 16:55:05 +08:00
Chen-Yo Sun 56ca5d9a8f [BugFix] Forward CLI --tokenizer to per-stage engine configs (#3120)
Signed-off-by: Chen-Yo Sun <chenyo.sun@mistral.ai>
2026-05-07 06:43:01 +08:00
1e5f288a91 [FEAT] support multi-stage deployment (#2396)
Signed-off-by: ZhengWG <zwg0606@gmail.com>
Signed-off-by: Zheng Wengang <zwg0606@gmail.com>
Signed-off-by: Peiqi Yin <60515999+yinpeiqi@users.noreply.github.com>
Signed-off-by: yinpe <11810305@mail.sustech.edu.cn>
Signed-off-by: yinpeiqi <yinpeiqi809@gmail.com>
Co-authored-by: Peiqi Yin <60515999+yinpeiqi@users.noreply.github.com>
Co-authored-by: yinpe <11810305@mail.sustech.edu.cn>
Co-authored-by: yinpeiqi <yinpeiqi809@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
Co-authored-by: Chenguang Zheng <645327136@qq.com>
2026-05-06 19:33:18 +08:00
Zhou TaichangandYuanheng Zhao 7f2b1e9386 [Rebase] Rebase to vllm 0.20.0 (#3232)
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Signed-off-by: Zhou Taichang <tzhouam@connect.ust.hk>
Signed-off-by: Yuanheng Zhao <jonathan.zhaoyh@gmail.com>
Co-authored-by: Yuanheng Zhao <54058983+yuanheng-zhao@users.noreply.github.com>
2026-04-30 09:56:59 +12:00