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3e539fcb6a017fa9d8ac86f4b8d6eb852ff0dde4
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45 Commits
Author SHA1 Message Date
tzhouam 3e539fcb6a Merge remote-tracking branch 'origin/main' into dev/vllm-align 
Made-with: Cursor

# Conflicts:
#	vllm_omni/entrypoints/openai/serving_chat.py
#	vllm_omni/worker/gpu_model_runner.py

Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
 2026-03-03 02:57:27 +00:00
tzhouam 473d3ecd29 Update vLLM wheel version and adjust GPU memory utilization in CI configuration 
- Updated the vLLM wheel commit hash in Dockerfile.ci to a60985b07eaf0fefa4c353ad2309b745707591ed.
- Modified the mock shared memory handle name in test_basic_connectors.py for clarity.
- Increased GPU memory utilization to 0.9 and adjusted max_num_batched_tokens to 4096 in qwen2_5_omni_ci.yaml to enable testing on H800.
- Refactored GPU model runner classes to remove deprecated activate_lora parameter and ensure compatibility with num_active_loras.
- Enhanced request handling in the OmniGPUModelRunner class to improve streaming request updates.

Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
 2026-03-02 03:08:45 +00:00
dsinghviandZhou Taichang 68764cc4f4 [Refactor]: Phase1 for rebasing_additional_info (#1394) 
Signed-off-by: dsinghvi <divyanshsinghvi@gmail.com>
Signed-off-by: Divyansh Singhvi <divyanshsinghvi@gmail.com>
Signed-off-by: Zhou Taichang <tzhouam@connect.ust.hk>
Co-authored-by: Zhou Taichang <tzhouam@connect.ust.hk>
 2026-03-02 10:19:41 +08:00
tzhouam 26744bcb35 Merge origin/main into dev/vllm-align 
Resolved conflicts:
- vllm_omni/inputs/preprocess.py: took origin/main's elif mm_processor_kwargs branch, fixed undefined mm_uuids reference
- vllm_omni/model_executor/models/qwen3_tts/qwen3_tts_code_predictor_vllm.py: took origin/main's NPU support

Made-with: Cursor

Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
 2026-03-02 02:10:32 +00:00
+13
Baoyuan Qiwangyuwangyu31577Zhang ShijinHongsheng LiuSihao LiXU MingshiCanlin GuoIsotr0pyJohnJanWeiQing Chendongbo910220Jiangyun ZhuJunhong LiuTJianshijin zhangZhou TaichangrootPrajwal AShijin Zhangdingningning dingCopilot
 		b19c227fb3 [New Model]: XiaomiMiMo/MiMo-Audio-7B-Instruct support (#750) 
Signed-off-by: wangyu31577 <wangyu31577@hundsun.com>
Signed-off-by: 齐保元 <qibaoyuan@xiaomi.com>
Signed-off-by: hsliu <liuhongsheng4@huawei.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Signed-off-by: GG-li <3226868735@qq.com>
Signed-off-by: Sihao Li <111170255+GG-li@users.noreply.github.com>
Signed-off-by: XU Mingshi <91017482+mxuax@users.noreply.github.com>
Signed-off-by: mxuax <mxuax@connect.ust.hk>
Signed-off-by: Baoyuan Qi <qibaoyuan@126.com>
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: wuzhongjian <wuzhongjian_yewu@cmss.chinamobile.com>
Signed-off-by: dongbo910220 <1275604947@qq.com>
Signed-off-by: dongbo910220 <32610838+dongbo910220@users.noreply.github.com>
Signed-off-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
Signed-off-by: Junhong Liu <98734602+LJH-LBJ@users.noreply.github.com>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Signed-off-by: baoyuan qi <qibaoyuan@126.com>
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Prajwal A <prajwalanagani@gmail.com>
Signed-off-by: Shijin Zhang <75300765+Dovis01@users.noreply.github.com>
Signed-off-by: 丁宁 <nndding@gmail.com>
Signed-off-by: SHIJIN ZHANG <75300765+Dovis01@users.noreply.github.com>
Signed-off-by: dingning<dingning7@xiaomi.com>
Signed-off-by: dingning <dingning7@xiaomi.com>
Signed-off-by: dingning <dingning@xiaomi.com>
Co-authored-by: wangyu <53896905+yenuo26@users.noreply.github.com>
Co-authored-by: wangyu31577 <wangyu31577@hundsun.com>
Co-authored-by: Zhang Shijin <zhangshijin@xiaomi.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Sihao Li <111170255+GG-li@users.noreply.github.com>
Co-authored-by: XU Mingshi <91017482+mxuax@users.noreply.github.com>
Co-authored-by: Canlin Guo <canlinguosdu@gmail.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: JohnJan <wuzhongjian_yewu@cmss.chinamobile.com>
Co-authored-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>
Co-authored-by: dongbo910220 <32610838+dongbo910220@users.noreply.github.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
Co-authored-by: Junhong Liu <ljh_lbj@163.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
Co-authored-by: shijin zhang <zsj1364226740@gmail.com>
Co-authored-by: Zhou Taichang <tzhouam@connect.ust.hk>
Co-authored-by: root <root@hk01dgx028.cm.cluster>
Co-authored-by: Prajwal A <34590600+LawJarp-A@users.noreply.github.com>
Co-authored-by: Shijin Zhang <75300765+Dovis01@users.noreply.github.com>
Co-authored-by: dingning <dingning7@xiaomi.com>
Co-authored-by: ning ding <nndding@gmail.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
 2026-02-27 11:19:49 +08:00
Jared Wen汪志鹏Hongsheng Liu
 		4146095623 [Perf] GLM Image (#920) 
Signed-off-by: JaredforReal <w13431838023@gmail.com>
Signed-off-by: Jared Wen <w13431838023@gmail.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-02-27 10:29:14 +08:00
amy-why-3459 66c3e04263 [Performance]Qwen3-Omni performance optimization (#1378) 
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-02-26 21:21:36 +08:00
tzhouam 8d0c46487e Merge origin/main into dev/vllm-align 
Resolve conflicts:
- docker/Dockerfile.ci: Keep wheel install section, update hash to 6042e66cd5
- vllm_omni/platforms/npu/worker/npu_model_runner.py: Accept main's refactoring

Made-with: Cursor

Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
 2026-02-26 08:19:53 +00:00
SHIJIN ZHANG 466a7f7a62 [Bugfix]: Fix merging updated additional information to ensure dict type (#1296) 
Signed-off-by: Shijin Zhang <75300765+Dovis01@users.noreply.github.com>
 2026-02-26 00:06:49 +08:00
tzhouam a252918008 [Update] Upgrade vLLM wheel version and enhance metrics handling 
- Updated the vLLM wheel to commit 24650715105a26b41c88f4164777b5e1a0f3200b in Dockerfile.ci.
- Modified the `calculate_metrics` function to handle `tokenizer` as optional (can be None) in metrics.py.
- Adjusted the `benchmark` function to accept `tokenizer` as optional in patch.py.
- Enhanced condition checks in OmniARScheduler to ensure valid token generation in omni_ar_scheduler.py.
- Updated input processing to include supported tasks in input_processor.py.
- Cleaned up unnecessary code in output_processor.py.
- Added support for SSL ciphers in the API server configuration in api_server.py.
- Enabled speculative decoding in GPU model runners for improved performance in gpu_generation_model_runner.py and gpu_model_runner.py.

Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
 2026-02-25 10:02:23 +00:00
tzhouam 22e01c416b Merge remote-tracking branch 'origin/main' into dev/vllm-align 2026-02-25 08:15:55 +00:00
Zhou Taichang 296d995ec2 [CI] Remove overwhelming debug log (#1463) 
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
 2026-02-25 12:06:01 +08:00
tzhouam 861698f88f Update Dockerfile for vllm wheel version and enhance SHM connector tests 
- Updated Dockerfile to use a new vllm wheel version.
- Modified test_put_get_inline to clarify that it always uses SHM and updated metadata assertions.
- Added handling for speculative configuration in GPU model runners to delay clearing connector metadata.
- Refactored payload decoding in OmniGPUModelRunner for better clarity and maintainability.

Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
 2026-02-24 05:45:48 +00:00
tzhouam bf69cd94bb Rebase 2026/02/23 
Update Dockerfile for vllm wheel version and enhance input processing in Omni models. Added decoding for byte messages in async requests, included new metrics in benchmarks, and improved pause state handling in the scheduler. Refined input and output processing methods for better multimodal support and error handling.

Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
 2026-02-23 03:36:01 +00:00
Sy03andHongsheng Liu efbe4116ff [Feature] : Support disaggregated inference pipeline for Qwen3_TTS (#1161) 
Signed-off-by: Sy03 <1370724210@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-02-21 07:36:44 +08:00
Zhou Taichang汪志鹏Hongsheng LiuIsotr0pyZJY0516youkaichao
 		75770c9309 [Rebase] Rebase to vllm v0.16.0 (#1357)
ComfyUI Integration -- Publish to Comfy registry / Publish Custom Node to registry (push) Failing after 44s
Details 
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>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: ZJY0516 <zhu.jiangyun@foxmail.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
 2026-02-13 18:05:07 +08:00
amy-why-3459 5304bc1e16 [Refactor] Refactor async chunk and fix the shape mismatch issue (#1151) 
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-02-04 00:00:56 +08:00
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
Ziming Huangram16gHongsheng Liu
 		f6cfc0d1e3 [BugFix] Fix Qwen3 Omni talker mtp torch.compile startup error (#1104) 
Signed-off-by: ram16g <anlianfengjie@163.com>
Signed-off-by: ZeldaHuang <hzm414167@alibaba-inc.com>
Co-authored-by: ram16g <anlianfengjie@163.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-01-30 23:25:49 +08:00
Ziming HuangandHongsheng Liu a909d36415 [Perf] Qwen3 Omni talker mtp optimization (#1005) 
Signed-off-by: ZeldaHuang <hzm414167@alibaba-inc.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-01-29 21:23:19 +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
+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
Ziming Huang b5cf8806f0 [BugFix] Fix incorrect mrope positions under cuda graph (#803) 
Signed-off-by: ZeldaHuang <hzm414167@alibaba-inc.com>
 2026-01-16 03:24:21 +13:00
Ziming Huang 1444e1fc45 [Feature] Support Qwen3 Omni talker mtp batch inference (#722) 
Signed-off-by: ZeldaHuang <hzm414167@alibaba-inc.com>
 2026-01-14 19:07:31 +08:00
汪志鹏 0ec2da08de [BugFix] Fix assuming all stage model have talker (#730) 
Signed-off-by: princepride <wangzhipeng628@gmail.com>
 2026-01-11 01:36:37 +13:00
Ziming Huang 978e3ad7d4 [Feature] Support Qwen3 Omni talker cudagraph (#669) 
Signed-off-by: ZeldaHuang <hzm414167@alibaba-inc.com>
 2026-01-09 11:45:58 +08:00
Ziming HuangandHongsheng Liu 1ae0c64fe0 Support Qwen3 Omni thinker cuda graph (#523) 
Signed-off-by: ZeldaHuang <hzm414167@alibaba-inc.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2025-12-30 23:46:13 +13:00
Zhou Taichang 59ae174bba [Debug] Debug qwen3 mix modality output empty string (#431) 
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
 2025-12-30 15:32:15 +08:00
dsinghviandHongsheng Liu abde501dfa [Misc] Fix type interface mismatch (#478) 
Signed-off-by: Divyansh Singhvi <divyanshsinghvi@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2025-12-26 15:28:49 +08:00
Canlin Guo e1f9691120 [Clean] Remove the redundant decoding payloads logic (#404) 
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
 2025-12-26 04:48:34 +13:00
Peiqi Yin e9e6b3711c [Core] customize process between stages, remove the need of "request_ids" in model forward, rebase to 0.12.0 (#458) 
Signed-off-by: yinpeiqi <yinpeiqi809@gmail.com>
 2025-12-24 13:26:33 +00:00
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
Lancer 01549fb953 [Diffusion] fix warning in diffusion stage (#332) 
Signed-off-by: Lancer <maruixiang6688@gmail.com>
 2025-12-16 09:07:16 +00:00
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
Zhou Taichang 228f4e5070 [Bug-fix] Fix Bugs in Qwen3/Qwen2.5 Omni Rebased Support (#114) 
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
 2025-11-30 18:15:10 +08:00
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
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
Gao Han 598b4ddb51 [Feature] support multimodal inputs with multiple requests (#76) 
Signed-off-by: Gaohan123 <gaohan19@huawei.com>
 2025-11-24 16:02:44 +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 171f3c1ea7 fix conflicts 2025-10-24 16:49:19 +08:00
tzhouam ee4822327b Remove unnecessary numpy imports and update return type in extract_multimodal_outputs method in OmniGPUModelRunner 
- Eliminated redundant numpy import statements to streamline the code.
- Changed the return type of extract_multimodal_outputs from dict to tuple for better clarity on output structure.
 2025-10-24 11:08:42 +08:00
tzhouam 4609afa613 Refactor sampled_token_ids assignment in OmniGPUModelRunner 
- Simplified the assignment of sampled_token_ids by removing the conditional check for "model_stage".
- Ensured consistent handling of sampled_token_ids for improved clarity and maintainability.
 2025-10-22 17:42:29 +08:00
tzhouam 54977bd590 Add OmniGPUModelRunner and OmniModelInputForGPU classes 
- Introduced OmniGPUModelRunner for enhanced GPU model execution with state management.
- Added OmniModelInputForGPU and its builder to support additional information in model inputs.
- Implemented methods for updating request states and handling multimodal inputs.
- Enhanced input preparation for CUDA graph execution and LoRA integration.
 2025-10-22 15:33:11 +08:00