anodyine/vllm-omni
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55 Commits
Author SHA1 Message Date
tzhouam 3663e803d1 rebase 2026/02/11 
vllm: 4a1550d22d7058e129d0e1257e726b3bf4a77025

Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
 2026-02-11 02:43:49 +00:00
tzhouam 279b6b5050 Merge remote-tracking branch 'origin/main' into dev/vllm-align 2026-02-11 01:44:54 +00:00
dongbo910220andhsliuustc0106 43e8747c00 [Feat]: support VAE patch parallelism (#756) 
Signed-off-by: dongbo910220 <1275604947@qq.com>
Co-authored-by: hsliuustc0106 <liuhongsheng4@huawei.com>
 2026-02-10 17:36:10 +08:00
tzhouam 58d09ed656 reabse 2026/02/10 
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
 2026-02-10 03:36:09 +00:00
tzhouam 7e4a604d4d reabse 2025/2/9 
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
 2026-02-09 03:07:43 +00:00
tzhouam 24b04f58a0 rebase 2026/2/5 2026-02-05 10:52:28 +00:00
Zhou Taichangand汪志鹏 70ef548448 Dev/rebase v0.15.0 (#1159) 
Signed-off-by: Taichang Zhou <tzhouam@connect.ust.hk>
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
 2026-02-03 12:24:45 +08:00
tzhouam 6568a78a26 Remove unused tokenizer argument from OmniInputProcessor class docstring 
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
 2026-02-02 03:12:43 +00:00
tzhouam 4b895459e4 Merge branch 'main' into dev/vllm-align 
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
 2026-01-30 02:53:03 +00:00
amy-why-3459andRein Yang dd518973de [BugFix] Fix the accuracy issue of multimodal input. (#1020) 
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
Co-authored-by: Rein Yang <ruiruyang2@gmail.com>
 2026-01-29 19:30:11 +08:00
Canlin Guo c9392dff01 [Hardware] Support platforms and plugin system (#774) 
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
 2026-01-28 22:12:52 +08:00
tzhouam 52d0122fb5 [Enhancement] Refactor OmniInputProcessor and related classes for improved prompt handling 
- Updated OmniInputProcessor to streamline input processing, including enhanced handling of prompt embeddings and additional information.
- Introduced OmniTextPrompt and OmniEmbedsInputs to support new input structures with optional metadata.
- Modified input preprocessing methods to accommodate new prompt types and ensure compatibility with multimodal inputs.
- Improved error handling and type checking for data parallel configurations.

Signed-off-by: [Your Name] <your.email@example.com>

Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
 2026-01-28 15:42:05 +08:00
tzhouam b26a9735e6 [Enhancement] Update type hint for stage_connector_spec in OmniEngineArgs and AsyncOmniEngineArgs 
- Changed type hint for stage_connector_spec from 'any' to 'Any' for improved type checking and consistency.
- Ensured compatibility with typing standards in the arg_utils module.

Signed-off-by: [Your Name] <your.email@example.com>

Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
 2026-01-28 15:41:20 +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
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
Gao Han a54c323952 [Model] Support Qwen3-TTS model series (#895) 
Signed-off-by: Gaohan123 <hgaoaf@connect.ust.hk>
 2026-01-22 16:57:37 +08:00
+13
Zhou TaichangJaredforRealrootJustQJXU MingshiSihyeon JangJiangyun ZhucatcatZiming HuangYuhan LiuAliciaSamitYueqian LinWeiQing ChenPeiqi YinDidan DengHongsheng Liuwangyuwangyu31577汪志鹏John Liu BUAAD!NE$Hroot
 		776c3a794e Dev/rebase 0.14.0 (#847) 
Signed-off-by: JaredforReal <w13431838023@gmail.com>
Signed-off-by: root <root@hk01dgx039.cm.cluster>
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Signed-off-by: Taichang Zhou <tzhouam@connect.ust.hk>
Signed-off-by: TangPeng <85704592@qq.com>
Signed-off-by: XU Mingshi <91017482+mxuax@users.noreply.github.com>
Signed-off-by: mxuax <mxuax@connect.ust.hk>
Signed-off-by: Sihyeon Jang <sihyeon.jang@navercorp.com>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: iwzbi <wzbi@zju.edu.cn>
Signed-off-by: ZeldaHuang <hzm414167@alibaba-inc.com>
Signed-off-by: Yuhan Liu <30294295+liuyuhanalex@users.noreply.github.com>
Signed-off-by: Alicia <115451386+congw729@users.noreply.github.com>
Signed-off-by: samithuang <285365963@qq.com>
Signed-off-by: linyueqian <linyueqian@outlook.com>
Signed-off-by: David Chen <530634352@qq.com>
Signed-off-by: yinpeiqi <yinpeiqi809@gmail.com>
Signed-off-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Signed-off-by: wangyu31577 <wangyu31577@hundsun.com>
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: John Liu BUAA <liukecheng97@gmail.com>
Signed-off-by: Dinesh G <G.Dinesh@ibm.com>
Signed-off-by: gDINESH13 <dinesh13g@gmail.com>
Signed-off-by: root <root@hk01dgx028.cm.cluster>
Signed-off-by: Zhou Taichang <tzhouam@connect.ust.hk>
Co-authored-by: JaredforReal <w13431838023@gmail.com>
Co-authored-by: root <root@hk01dgx039.cm.cluster>
Co-authored-by: JustQJ <37905360+JustQJ@users.noreply.github.com>
Co-authored-by: XU Mingshi <91017482+mxuax@users.noreply.github.com>
Co-authored-by: Sihyeon Jang <uneedsihyeon@gmail.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
Co-authored-by: catcat <108673086+iwzbi@users.noreply.github.com>
Co-authored-by: Ziming Huang <hzm414167@alibaba-inc.com>
Co-authored-by: Yuhan Liu <30294295+liuyuhanalex@users.noreply.github.com>
Co-authored-by: Alicia <115451386+congw729@users.noreply.github.com>
Co-authored-by: Samit <285365963@qq.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
Co-authored-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>
Co-authored-by: Peiqi Yin <60515999+yinpeiqi@users.noreply.github.com>
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: wangyu <53896905+yenuo26@users.noreply.github.com>
Co-authored-by: wangyu31577 <wangyu31577@hundsun.com>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: John Liu BUAA <liukecheng97@gmail.com>
Co-authored-by: D!NE$H <67671800+gDINESH13@users.noreply.github.com>
Co-authored-by: root <root@hk01dgx028.cm.cluster>
 2026-01-21 00:25:25 +08:00
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
wuhangandHongsheng Liu b3d212e985 [Perf] Optimise tensor concat perf in output processor (#467) 
Signed-off-by: wuhang <wuhang6@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2025-12-25 15:54:41 +00:00
dsinghvi b06a5148f6 bug resolution for omni models registration not present in vllm (#397) 
Signed-off-by: Divyansh Singhvi <divyanshsinghvi@gmail.com>
 2025-12-22 15:50:26 +08:00
Zhou TaichangRein YangIsotr0py
 		8939eb835d [Rebase] Rebase to vllm 0.12.0 (#335) 
Signed-off-by: Rein Yang <ruiruyang2@gmail.com>
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Rein Yang <ruiruyang2@gmail.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-12-19 16:42:02 +08:00
Cyrus Leung c091a03d82 [Chore] Bump Python version and apply formatting changes for v0.12 release (#126) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-16 15:19:40 +08:00
Baoyuan Qi cfe7ad47c1 Fix: Safe handling for multimodal_config to avoid 'NoneType' object h… (#227) 
Signed-off-by: Baoyuan Qi <qibaoyuan@126.com>
 2025-12-07 11:40:17 +08:00
Canlin GuoIsotr0pyGao Han
 		f75c21bcd0 [E2E] Add Qwen2.5-Omni model test with OmniRunner (#168) 
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Gao Han <gaohan19@huawei.com>
 2025-12-06 06:20:26 +00:00
R2-YandRein 0a4e5a8710 [Feature] add support for Qwen3-omni (#55) 
Signed-off-by: Rein Yang <ruiruyang2@gmail.com>
Co-authored-by: Rein <rein@Reins-MacBook-Air.local>
 2025-11-30 04:44:01 +08:00
Roger WangandGao Han a5800cd2c2 [Doc] Misc documentation polishing (#98) 
Signed-off-by: Roger Wang <hey@rogerw.io>
Signed-off-by: Gao Han <gaohan19@huawei.com>
Co-authored-by: Gao Han <gaohan19@huawei.com>
 2025-11-29 20:42:39 +08:00
Gao Han db81ee9f69 [Docs] optimize and supplement docs system (#86) 
Signed-off-by: Gaohan123 <gaohan19@huawei.com>
 2025-11-28 11:03:52 +08:00
Jiangyun Zhu 5707fc78d5 [CI] fix ci and format existing code (#71) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
 2025-11-18 20:54:26 +08:00
Gao Han c5a89302f1 [Feature] Support online inference (#64) 
Signed-off-by: Gaohan123 <gaohan19@huawei.com>
 2025-11-17 14:44:10 +08:00
Gaohan123 6e1478222e Dependency refractored to vLLM v0.11.0 
Signed-off-by: Gaohan123 <gaohan19@huawei.com>
 2025-11-04 22:06:41 +08:00
Gaohan123 6cf73c4e80 Remove unused files and fix some bugs 2025-10-25 18:02:11 +08:00
tzhouam 3b1324ea39 Merge branch 'main' into end2end_fixup 2025-10-24 17:41:03 +08:00
tzhouam 3265e857eb Refactor OmniLLM and MultimodalOutputProcessor initialization 
- Removed AsyncOmniLLM from the main entry points as it is not supported yet.
- Updated the constructor of MultimodalOutputProcessor to set a default value for engine_core_output_type.
- Adjusted output type handling in various methods to utilize the new default engine_core_output_type for consistency.
 2025-10-24 17:15:34 +08:00
Gaohan123 171f3c1ea7 fix conflicts 2025-10-24 16:49:19 +08:00
Gaohan123 a04e945166 add precommit 2025-10-24 16:20:58 +08:00
Zhou Taichang 582639c77a Merge branch 'main' into feat/hidden-state-input-request-input-processor-patch 
Signed-off-by: Zhou Taichang <tzhouam@connect.ust.hk>
 2025-10-24 11:52:45 +08:00
tzhouam 63c72f4c2b Merge branch 'feat/hidden-state-input-request-input-processor-patch' of https://github.com/tzhouam/vllm-omni into feat/hidden-state-input-request-input-processor-patch 2025-10-24 11:40:49 +08:00
tzhouam a97409efef Add dtype mapping method in OmniProcessor 
- Introduced a static method `_dtype_to_name` to map PyTorch data types to their string representations.
- Updated the `dtype_str` assignments in the `OmniProcessor` class to utilize the new mapping method for improved readability and maintainability.
 2025-10-24 11:40:43 +08:00
tzhouam 4cd3b36fa0 Refactor OmniProcessor and update parsing logic 
- Removed redundant imports of `torch` and `numpy` in `OmniProcessor` class.
- Improved comments in `parse_singleton_prompt_omni` function for clarity on token handling.
- Ensured `current_platform` is imported only once for better code organization.
 2025-10-24 11:27:30 +08:00
Hongsheng Liu 4a4c3c1b82 Merge pull request #20 from tzhouam/feat/multimodal-output-processor 
[Engine]Refactor output processing for multimodal capabilities in vLLM-omni
 2025-10-24 11:25:23 +08:00
Zhou TaichangandCopilot d0423129f8 Apply suggestion from @Copilot 
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Signed-off-by: Zhou Taichang <tzhouam@connect.ust.hk>
 2025-10-24 11:14:58 +08:00
Zhou TaichangandCopilot b04f114773 Apply suggestion from @Copilot 
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Signed-off-by: Zhou Taichang <tzhouam@connect.ust.hk>
 2025-10-24 11:14:41 +08:00
tzhouam 6b196dee24 Enhance error handling in output processing for multimodal tensors 
- Added logging for exceptions during tensor movement to CPU in OmniRequestState and MultimodalOutputProcessor.
- Improved robustness by ensuring the output pipeline continues without crashing on errors.
- Updated comments for clarity on error handling behavior.
 2025-10-24 11:01:32 +08:00
tzhouam 3a27ff51d0 add back the diffusion engine as a placeholder for the actural diffusion engine in the future 2025-10-23 10:04:27 +08:00
Gaohan123 6111c288d0 fix some reviews from gemini 2025-10-22 17:46:10 +08:00
tzhouam 83e7f6ba12 Add Omni model components and input processing for hidden states support 
- Introduced `OmniModelRunnerOutput` and `OmniRequestOutput` classes for handling multimodal outputs.
- Implemented `OmniEngineCoreRequest` and `OmniInputPreprocessor` to manage prompt embeddings and additional information.
- Created `OmniTokensPrompt`, `OmniTokenInputs`, and `OmniEmbedsPrompt` for enhanced token handling.
- Added parsing and preprocessing functions to support new input structures.
- Removed the obsolete `diffusion_engine.py` file as part of the refactor.
 2025-10-22 15:16:25 +08:00
Gaohan123 20cfd15cc6 Add entrypoint class and stage management 2025-10-22 14:37:55 +08:00
tzhouam b4fa09f756 Refactor output processing for multimodal capabilities in vLLM-omni 
- Introduced OmniRequestState to manage multimodal request states.
- Enhanced MultimodalOutputProcessor to handle various output types including images, text, and latents.
- Implemented methods for accumulating multimodal tensors and processing outputs.
- Updated output handling to ensure compatibility with vLLM's base processor while allowing custom modality handlers.
 2025-10-22 11:54:07 +08:00
hsliu f8a6606176 fix diffusion engine 2025-09-28 22:09:13 +08:00