anodyine/vllm-omni
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121 Commits
Author SHA1 Message Date
Hongsheng Liu 010b3c1d74 [Diffusion] Make no-AllGather host weight cache automatic 
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 
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-19 11:23:36 +08:00
Hongsheng Liu 23ab14a15b [Diffusion] Register runtime cache for direct DLO H2D 
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 d30ccdc315 [Diffusion] Add node-local runtime weight cache for DLO 
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-19 11:21:01 +08:00
Yueqian Lin b283215c28 [Model] Add MiniMax Music 3 text-to-music (#6186) 
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
 2026-08-18 04:33:13 +00:00
Yukim1andHongsheng Liu baba7d1e2e [Refactor] Remove legacy stage_args YAML loader (#6200) 
Signed-off-by: zwhzzz0821 <2831474076@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-16 11:22:28 +08:00
Jack Chenzhangbin.327Hongsheng Liu
 		3875f8ded4 [Core] Add realtime AR-Diffusion tick sessions for LingBot World 2.0 (#5491) 
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
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
Zhou TaichangandClaude Opus 5 2ce15ab7a0 [Rebase] Rebase to vllm 0.27.0 (#5976) 
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-11 15:23:46 +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
Ruirui Yang | Reinpsv666Cursoramy-why-3459
 		322600bfb2 [CI][MiniCPM-o] Add MiniCPM-o 4.5 accuracy and performance coverage (#5524) 
Signed-off-by: R2-Y <ruiruyang2@gmail.com>
Signed-off-by: psv666 <2693925048@qq.com>
Co-authored-by: psv666 <2693925048@qq.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-08-11 14:53:49 +08:00
Nguyen Kha Nhat LongSamitGao HanHongsheng Liu
 		c588208cc6 [bugfix] Support lora request for non diffusion model (#5374) 
Signed-off-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Co-authored-by: Samit <285365963@qq.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-10 11:27:51 +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
Isotr0pylishunyang12SYLARDavid Chen
 		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
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
Isotr0py 24741961eb [Model] Add MiniMax H3 diffusion support (#5691) 2026-08-03 14:10:40 +08:00
ChoHee 67c54777bb [Bugfix] Reject /v1/completions for thinker+talker models when --trust-remote-code is unset (#5525) 
Signed-off-by: ChoHee15 <cc5281@126.com>
 2026-08-01 15:49:12 +00:00
SYLARandlishunyang12 6f98c807d2 [Bugfix] Restore BAGEL CFG KV transfers (#5620) 
Signed-off-by: lishunyang12 <lishunyang03@gmail.com>
Co-authored-by: lishunyang12 <lishunyang03@gmail.com>
 2026-08-01 15:06:05 +00:00
akshatvishu cd5daaea6a [BugFix][Metrics] Fix per-stage time and token stats in metrics API (#4974) 
Signed-off-by: akshatvishu <akshatnayak197@gmail.com>
 2026-08-01 03:54:17 +00:00
Sy03 09c6ad4204 [CI/Build][MiniCPM-o] Allow auto-response before input commit (#5567) 
Signed-off-by: Sy03 <1370724210@qq.com>
 2026-07-30 14:14:19 +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
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
Yuekai ZhangClaude Fable 5Yueqian LinYueqian Lin
 		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
Zeyu Huang | 黃澤宇 eaf90d8eff [Frontend] Add midway prompt update for streaming video generation (#4652) 
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
 2026-07-27 14:07:43 +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
Honghan ZhuClaude Opus 4.7dengyunyang
 		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
Sy03lishunyang12Yueqian LinStormMelodyGao HanHongsheng Liu
 		05b794f29b [Full Duplex] Feat: Support Full-Duplex realtime runtime & add MiniCPM-o 4.5 demo (#3907) 
Signed-off-by: Sy03 <1370724210@qq.com>
Signed-off-by: lishunyang12 <lishunyang03@gmail.com>
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: lishunyang12 <lishunyang03@gmail.com>
Co-authored-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: StormMelody <22371184@zju.edu.cn>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-07-23 16:45:18 +08:00
汪志鹏 fb4dd41d79 [Refactor]: Remove unnecessary config getattr (#5199) 
Signed-off-by: princepride <wangzhipeng628@gmail.com>
 2026-07-22 03:48:05 -07:00
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
Zhou TaichangandClaude Opus 4.8 d3c47efc4f [Rebase] Rebase to vllm v0.25.0 (#5042) 
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
 2026-07-12 23:39:53 +08:00
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
Kushanamkushanamkahmadian
 		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
Alex Brooks b7d08fe5f6 [Core / Bugfix] Add Mechanism for Endpoint Rejection (#4762) 
Signed-off-by: Alex Brooks <albrooks@redhat.com>
 2026-07-08 09:00:47 -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
Peiqi YinChenguang ZHENGCursorHongsheng LiuGao Han
 		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
Zeyu Huang | 黃澤宇Copilot Autofix powered by AICursor
 		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
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
汪志鹏CursorHongsheng LiuClaude Sonnet 4.6
 		f75c437a60 [Refactor]Base class for dit pipelines with unified parameter declaration[1/N] (#4225) 
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-06-18 17:14:18 +08:00
Peiqi YinHongsheng LiuChenguang ZHENG
 		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
Zheng WengangandHongsheng Liu ba4932c364 [Bugfix] Fix multi-replica stage identity and clean up redundant deploy config (#4410) 
Signed-off-by: ZhengWG <zwg0606@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-06-16 14:08:11 +08:00
Hongsheng Liu aff0af9754 [Refactor] Extract diffusion output formatting boundary (#4407) 
Signed-off-by: hsliuustc0106 <liuhongsheng4@huawei.com>
 2026-06-15 22:50:50 +08:00
Zeng ChuangandHongsheng Liu 10404e4c5b [Perf] Restore parallel stage initialization for AR+DiT pipelines (#3641) 
Signed-off-by: zengchuang <zengchuang3@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-06-15 09:37:11 +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
Megha AgarwalCopilotHongsheng Liumeghaagr13Boao ShiTaichang ZhouCursor
 		8f869c8ea5 [Refactor] Output Processor Phase 2: separate multimodal output channel (#1601) (#2744) 
Signed-off-by: Megha Agarwal <agarwalmegha1308@gmail.com>
Signed-off-by: meghaagr13 <divyanshsinghvi@gmail.com>
Signed-off-by: Taichang Zhou <tzhouam@connect.ust.hk>
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: meghaagr13 <divyanshsinghvi@gmail.com>
Co-authored-by: Boao Shi <aoibosh@connect.hku.hk>
Co-authored-by: Taichang Zhou <tzhouam@connect.ust.hk>
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-06-12 15:19:14 +08:00
inkcherryzejwangjunkang1991Zejian WangZejian WangCursor
 		e1b0b83238 add moriio transfer engine (#1742) 
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
ZacheryAU bfc7cedcf1 Benchmark data statistics for each stage of omni models (#3628) 
Signed-off-by: ZacheryAU <70869627+ZacheryAU@users.noreply.github.com>
 2026-06-04 21:43:35 +08:00
Alex Brooks 12e75c6618 [Core] Integrate TrackingArgumentParser (#3369) 
Signed-off-by: Alex Brooks <albrooks@redhat.com>
 2026-06-02 21:56:24 +08:00
MaciejBalaNVSYLARlishunyang12
 		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