anodyine/vllm-omni
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53 Commits
Author SHA1 Message Date
Bingyu (Spencer) Liu a5a4998ece [Feature] Support Prefill-Decode disaggregation via vLLM KV transfer (#2220) 
Signed-off-by: LiuBingyu <liubingyu62@gmail.com>
 2026-04-17 18:43:17 +08:00
Chenguang ZhengyinpePeiqi YinwuhangPeiqi Yinlinyueqianprincepridelishunyang
 		3158e9d28f [Entrypoint][Refactor] vLLM-Omni Entrypoint Refactoring (#1908) 
Signed-off-by: yinpe <11810305@mail.sustech.edu.cn>
Signed-off-by: Peiqi Yin <yinpeiqi809@gmail.com>
Signed-off-by: yinpeiqi <yinpeiqi809@gmail.com>
Signed-off-by: wuhang <whlbx@hotmail.com>
Signed-off-by: linyueqian <linyueqian@outlook.com>
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: lishunyang <lishunyang12@163.com>
Signed-off-by: Chenguang ZHENG <645327136@qq.com>
Signed-off-by: Peiqi Yin <60515999+yinpeiqi@users.noreply.github.com>
Co-authored-by: yinpe <11810305@mail.sustech.edu.cn>
Co-authored-by: Peiqi Yin <yinpeiqi809@gmail.com>
Co-authored-by: wuhang <whlbx@hotmail.com>
Co-authored-by: Peiqi Yin <60515999+yinpeiqi@users.noreply.github.com>
Co-authored-by: linyueqian <linyueqian@outlook.com>
Co-authored-by: princepride <wangzhipeng628@gmail.com>
Co-authored-by: lishunyang <lishunyang12@163.com>
 2026-03-18 17:33:53 +08:00
SYLAR c8c60e1970 [Config Refactor][1/2] Model Pipeline Configuration System (#1115) 
Signed-off-by: lishunyang <lishunyang12@163.com>
 2026-03-12 21:09:34 +08:00
汪志鹏 a52867abde [BugFix]: Revert #1582 (#1842) 
Signed-off-by: princepride <wangzhipeng628@gmail.com>
 2026-03-12 19:19:57 +08:00
Vensen 3306fa6611 [Feat][Diffusion]: Implement Component-Level VRAM Quota and Resource Domain Isolation (#1582) 
Signed-off-by: vensen <vensenmu@gmail.com>
 2026-03-12 12:17:18 +08:00
Samit 155856ff30 [Perf] Reduce IPC overhead for single-stage diffusion serving for Wan2.2 (#1715) 
Signed-off-by: samithuang <285365963@qq.com>
Signed-off-by: Samit <285365963@qq.com>
 2026-03-10 00:03:51 +13:00
knlnguyen1802andSamit 92e1a54419 [RL] Support collective rpc api to entrypoint && Support custom input output (#1646) 
Signed-off-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Signed-off-by: Samit <285365963@qq.com>
Co-authored-by: Samit <285365963@qq.com>
 2026-03-09 10:12:43 +08:00
Canlin Guo 074af30a9b Revert "[Profile] Adding metrics for Diffusion/DiT Single diffusion Pipeline (#668)" (#1724) 
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
 2026-03-08 00:11:47 +13:00
erfgss b7fcc9d07e [Profile] Adding metrics for Diffusion/DiT Single diffusion Pipeline (#668) 
Signed-off-by: Chen Yang <2082464740@qq.com>
Signed-off-by: erfgss <97771661+erfgss@users.noreply.github.com>
 2026-03-06 15:39:19 +08:00
Alex BrooksandCanlin Guo 11a5842bd1 [Bugfix] Fix Dtype Parsing (#1391) 
Signed-off-by: Alex Brooks <albrooks@redhat.com>
Co-authored-by: Canlin Guo <961750412@qq.com>
 2026-03-04 22:49:28 +08:00
汪志鹏andCursor e37a89ffcb [Feature]: Support cfg kv-cache transfer in multi-stage (#1422) 
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-03-02 05:06:28 +00:00
Canlin GuoHongsheng LiuNicolò Lucchesi
 		eaef3a31a4 [Profiler] Support online profiling (#1136) 
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Signed-off-by: Canlin Guo <961750412@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Nicolò Lucchesi <nicolo.lucchesi@gmail.com>
 2026-02-27 14:41:20 +08:00
WeiQing ChenIsotr0pyIsotr0pyHongsheng Liu
 		0b884ebc6c [Feature]: Native GGUF Quantization Support for DiT (#1285) 
Signed-off-by: David Chen <530634352@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-02-27 11:39:14 +08:00
wuhang 4bee33744f [Bugfix] Use uds for zmq address if not set --stage-id (#1522) 
Signed-off-by: wuhang <wuhang6@huawei.com>
 2026-02-26 21:44:07 +08:00
Yanick Schraner 97f4c5b1e7 [Bugfix] Add TTS configuration options (#1177) 
Signed-off-by: Yanick Schraner <yanick.schraner@bs.ch>
 2026-02-26 00:14:44 +08:00
Junhong LiuandHongsheng Liu c0908dd3fa [Bugfix] Forward all vllm-omni serve command parameters to model (#985) 
Signed-off-by: Junhong Liu <98734602+LJH-LBJ@users.noreply.github.com>
Signed-off-by: Junhong Liu <ljh_lbj@163.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-02-24 22:20:01 +08:00
wuhang汪志鹏Copilot
 		36b8f80266 [Feature] Support Stage Based Deployment CLI (#939) 
Signed-off-by: wuhang <wuhang6@huawei.com>
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: wuhang <whlbx@hotmail.com>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
 2026-02-24 16:55:23 +08:00
Junhong Liu 82fd2c3637 Fix yield token metrics and opt metrics record stats (#1292) 2026-02-12 00:52:05 +08:00
Yueqian Lin 5fb7d137c7 [Bugfix][Qwen3-TTS] Preserve original model ID in omni_snapshot_download (#1318) 2026-02-11 18:24:45 +08:00
zhou zhuoxinandCopilot 109bb97b2c [Fix]Ensure HuggingFace downloads complete before initialization. (#1213) 
Signed-off-by: zhou zhuoxin <zhouzhuoxin1508@outlook.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
 2026-02-10 16:05:12 +08:00
Junhong LiuandHongsheng Liu 9af6fb9a1f [Feature] Opt metrics structure (#891) 
Signed-off-by: Junhong Liu <98734602+LJH-LBJ@users.noreply.github.com>
Signed-off-by: Junhong Liu <ljh_lbj@163.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-02-09 19:17:32 +08:00
Zeyu Huang | 黃澤宇 d64bbde561 [Frontend][Model] Support batch request with refined OmniDiffusionReq… (#797) 
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
 2026-01-28 16:07:42 +08:00
Andy Zhoudongbo910220Samit
 		5037af1033 [Feature] Diffusion LoRA Adapter Support (PEFT compatible) for vLLM alignment (#758) 
Signed-off-by: AndyZhou952 <jzhoubc@connect.ust.hk>
Signed-off-by: Andy Zhou <jzhoubc@connect.ust.hk>
Signed-off-by: dongbo910220 <1275604947@qq.com>
Signed-off-by: Andy Zhou <46011930+AndyZhou952@users.noreply.github.com>
Signed-off-by: Samit <285365963@qq.com>
Co-authored-by: dongbo910220 <1275604947@qq.com>
Co-authored-by: Samit <285365963@qq.com>
 2026-01-27 10:22:40 +08:00
amy-why-3459Rein YangCHENHongsheng Liu
 		52bf1e2f40 [Feature]Support async computation and communication across stages by chunks (#727) 
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
Signed-off-by: Rein Yang <ruiruyang2@gmail.com>
Co-authored-by: Rein Yang <ruiruyang2@gmail.com>
Co-authored-by: CHEN <116010019@link.cuhk.edu.cn>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-01-26 11:21:24 +08:00
SamitHongsheng LiuJiangyun Zhu
 		5d9918fa67 [Misc] Fix error log for the diffusion stage timeout (#915) 
Signed-off-by: samithuang <285365963@qq.com>
Signed-off-by: Samit <285365963@qq.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
 2026-01-23 15:16:40 +08:00
汪志鹏andwzliu 7f821be57b Support Bagel Model (#726) 
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Co-authored-by: wzliu <wzliu@connect.hku.hk>
 2026-01-22 23:09:55 +13:00
SYLAR a1c37cc6e3 [Core] Implement Diffusion Profiler Support (#709) 
Signed-off-by: lishunyang <lishunyang12@163.com>
Signed-off-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
 2026-01-20 11:35:48 +08:00
dsinghvi 8c1259383c omni entrypoint support tokenizer arg (#572) 
Signed-off-by: Divyansh Singhvi <divyanshsinghvi@gmail.com>
 2026-01-08 15:44:14 +08:00
Canlin Guoandlishunyang 52afcb6055 [Feature] Support torch profiler across omni stages (#553) 
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Signed-off-by: lishunyang <lishunyang12@163.com>
Co-authored-by: lishunyang <lishunyang12@163.com>
 2026-01-05 17:32:20 +08:00
Gao HanandHongsheng Liu 6b18d31aaa [Bugfix] Support both list and generator mode & fix unnecessary error log (#599) 
Signed-off-by: Gaohan123 <hgaoaf@connect.ust.hk>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-01-05 09:17:06 +08:00
Hongsheng Liu d7062550d7 [Core] omni refactor: optimize stage initialization polling and troubleshooting logs (#575) 
Signed-off-by: hsliu <liuhongsheng4@huawei.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-01-02 11:31:31 +08:00
Canlin GuoandHongsheng Liu 4f8cb95571 [Metric] Fix the computation of e2e_total_tokens (#519) 
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-01-01 00:13:17 +08:00
Gao Han 9c7de5373a [Feature]Basic version of supporting streaming output (#367) 
Signed-off-by: Gaohan123 <hgaoaf@connect.ust.hk>
 2026-01-01 03:02:04 +13:00
Ziming HuangandHongsheng Liu ad0224f2e6 [Feature] Support Omni serving abort request (#486) 
Signed-off-by: ZeldaHuang <hzm414167@alibaba-inc.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2025-12-31 16:14:03 +08:00
SYLARandHongsheng Liu 380c43eb86 [Feature] Add tqdm in Omni pipeline to align with Vllm (#552) 
Signed-off-by: lishunyang <lishunyang12@163.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2025-12-31 04:44:11 +08:00
Peiqi YinandHongsheng Liu 2eebd22e32 [BugFix] __del__ exit don't join the spawned process (#555) 
Signed-off-by: yinpeiqi <yinpeiqi809@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2025-12-31 03:59:25 +08:00
Gao Han 194fa159a3 [Bugfix]fix proces close problem for omni class (#554) 
Signed-off-by: Gaohan123 <hgaoaf@connect.ust.hk>
 2025-12-31 08:23:54 +13:00
Zhou TaichangCopilotCanlin GuoPeiqi YinHongsheng LiuSYLARJiangyun ZhudengyunyangSamit
 		f0b8d3db82 [Feature] Control the stage init timeout threshold by --stage-init-timeout (#393) 
Signed-off-by: Taichang Zhou <tzhouam@connect.ust.hk>
Signed-off-by: Zhou Taichang <tzhouam@connect.ust.hk>
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Signed-off-by: yinpeiqi <yinpeiqi809@gmail.com>
Signed-off-by: Li Shunyang <gmsv2544@nus.edu.sg>
Signed-off-by: Li Shunyang <lishunyang12@163.com>
Signed-off-by: Peiqi Yin <60515999+yinpeiqi@users.noreply.github.com>
Signed-off-by: dengyunyang <584797741@qq.com>
Signed-off-by: Samit <285365963@qq.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Canlin Guo <canlinguosdu@gmail.com>
Co-authored-by: Peiqi Yin <60515999+yinpeiqi@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
Co-authored-by: dengyunyang <584797741@qq.com>
Co-authored-by: Samit <285365963@qq.com>
 2025-12-30 23:37:10 +08:00
WeiQing ChenandHongsheng Liu 1753a878e0 [Bugfix] t2i online fix cache configuration failure and errors in /v1/images/generation endpoint. (#499) 
Signed-off-by: David Chen <530634352@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2025-12-30 16:50:30 +08:00
Peiqi YinJiangyun ZhuHongsheng Liu
 		ebe37e9f57 [Refactor] let the AsyncOmni class inherit from Omni class (#511) 
Signed-off-by: yinpeiqi <yinpeiqi809@gmail.com>
Signed-off-by: Peiqi Yin <60515999+yinpeiqi@users.noreply.github.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2025-12-29 21:04:17 +08:00
Peiqi YinandHongsheng Liu 60143adc52 [Core] remove deparated code from PR391 (#502) 
Signed-off-by: yinpeiqi <yinpeiqi809@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2025-12-28 21:11:37 +13:00
Chenguang ZhengyinpeiqiHongsheng Liu
 		595e7c0032 [Core] Supports stage abstraction in the diffusion model (#391) 
Signed-off-by: Chenguang ZHENG <645327136@qq.com>
Signed-off-by: yinpeiqi <yinpeiqi809@gmail.com>
Co-authored-by: yinpeiqi <yinpeiqi809@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2025-12-27 01:59:33 +13:00
Jiangyun Zhu 9c03b80428 [Misc] move omni_diffusion.py to vllm_omni.entrypoints (#312) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
 2025-12-15 12:54:31 +08:00
Jiangyun Zhu aa689e6af0 [Core] add clean up method for diffusion engine (#219) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
 2025-12-08 03:52:07 +00:00
Mengqing Cao 00b1a9a1a0 [Misc] Temporarily support downloading models from ModelScope by snapshot download (#132) 
Signed-off-by: MengqingCao <cmq0113@163.com>
 2025-12-01 17:13:23 +00:00
Jiangyun Zhu bcc6bd9642 [diffusion] add doc and fix qwen-image (#96) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
 2025-11-28 18:07:44 +08:00
Jiangyun Zhu 4049f356f2 [Diffusion] Qwen image support (#82) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
 2025-11-28 14:22:11 +08:00
hsliu 05d23676ff change omni.py to serve.py and mv to cli 2025-09-29 18:10:37 +08:00
hsliu 81f04d3cf9 update ar_dit_test 2025-09-28 21:58:48 +08:00
hsliu e8b9425bab refactor: move omni_llm.py to entrypoints directory 
- Move vllm_omni/core/omni_llm.py to vllm_omni/entrypoints/omni_llm.py
- Update all import statements across the codebase to reflect new location
- Fix relative imports within the moved file
- Maintain functionality while improving code organization
- All imports and functionality tested and working correctly

This change better reflects that OmniLLM and AsyncOmniLLM are the main entry points
for vLLM-omni functionality, rather than core implementation details.
 2025-09-26 17:39:00 +08:00