anodyine/vllm-omni
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3e539fcb6a017fa9d8ac86f4b8d6eb852ff0dde4
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96 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
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
汪志鹏 3d9fa8d53f [BugFix]: fix a lot of bug (#1565) 
Signed-off-by: princepride <wangzhipeng628@gmail.com>
 2026-02-28 16:26:56 +08:00
Canlin Guo c81266703a [NPU][Bugfix] Align GPU side and recover qwen3-tts (#1564) 
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
 2026-02-28 12:46:13 +08:00
Zhou Taichang fe0c02ee78 [Debug] Merge vllm pull 35368 (#1534) 
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
 2026-02-28 10:39:25 +08:00
Junhong Liu 42d86af1f1 Fix no embed text spk tokens (#1540) 
Signed-off-by: Junhong Liu <98734602+LJH-LBJ@users.noreply.github.com>
 2026-02-28 09:33:58 +08:00
+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
Xu Luandxulusjb c9b31a4c1a feat(qwen3-tts): Add CUDA Graph support for speech tokenizer decoder (#1205) 
Signed-off-by: xulusjb <fdukeshik@gmail.com>
Co-authored-by: xulusjb <fdukeshik@gmail.com>
 2026-02-27 10:48:25 +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-3459Hongsheng LiuCanlin Guo
 		e1337c89c7 [BugFix] Restore talker's config (#1524) 
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Canlin Guo <961750412@qq.com>
 2026-02-27 06:44:11 +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
Juan Pablo ZuluagaGao HanHongsheng Liu
 		66457c39fa [Bugfix][Qwen3TTS] (#1289) 
Signed-off-by: pablo <juanz9312@gmail.com>
Co-authored-by: Gao Han <gaohan19@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-02-26 18:58:35 +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
Yuanheng Zhao 904b97d5bd [Fix][Chore] Qwen3-TTS Modeling Minor Code Sanity Improvements (#1482) 
Signed-off-by: yuanheng <jonathan.zhaoyh@gmail.com>
 2026-02-26 14:39:08 +08:00
Canlin Guo 22c8cde328 [NPU] Upgrade to v0.16.0 (#1375) 
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
 2026-02-26 14:26:50 +08:00
Sangchun Ha 315daeba8c [Bugfix] Fix case-sensitive task_type matching in Qwen3TTSModelForGeneration (#1455) 
Signed-off-by: Sangchun Ha <seomk9896@gmail.com>
 2026-02-26 10:27:13 +08:00
Zhou Taichang 8e950daf6a [Debug] Multi-Request for Qwen 3 Omni use_audio_in_video (#1433) 
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
 2026-02-26 09:26:25 +08:00
tzhouam 22e01c416b Merge remote-tracking branch 'origin/main' into dev/vllm-align 2026-02-25 08:15:55 +00:00
Juan Pablo Zuluagaandpablo 4de077ea62 [Qwen3TTS][Feat] Code2Wav batched decoding (#1426) 
Signed-off-by: pablo <pablo@agigo.ai>
Co-authored-by: pablo <pablo@agigo.ai>
 2026-02-25 11:16:46 +13:00
Canlin GuoandHongsheng Liu af11b02081 [Minor][Refactor] Pass seq_token_counts explicitly (#1425) 
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-02-24 14:10:00 +08:00
tzhouam 9070f15f52 debug qwen tts 
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
 2026-02-24 03:17:11 +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
Ziming HuangHongsheng LiuCopilot
 		0b56fba7b3 [Pref] Support Qwen3 Omni code2wav batch infernce with async chunk (#1246) 
Signed-off-by: ZeldaHuang <hzm414167@alibaba-inc.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Signed-off-by: Ziming Huang <1520787127@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
 2026-02-12 11:50:10 +08:00
Ekagra Ranjan dd302b63c4 [Bugfix][Qwen3-TTS] Fix task type (#1317) 
Signed-off-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com>
 2026-02-11 15:49:15 +08:00
rein yang 963b64e7ae [Bugfix] fix precision issues of qwen3-omni when enable async_chunk without system prompt (#1288) 
Signed-off-by: Rein Yang <ruiruyang2@gmail.com>
 2026-02-11 10:03:41 +08:00
Yueqian Lin 53a44c56fe [Bugfix] Fix padding bug in 12Hz tokenizer ConvTranspose1d decode (#1241) 
Signed-off-by: linyueqian <linyueqian@outlook.com>
 2026-02-08 00:35:49 +08:00
Canlin Guo 285d71b26a [Refactor] Reuse upstream Qwen3MoeSparseMoeBlock (#1202) 
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
 2026-02-06 01:06:50 +00:00
Zhou Taichang f1960d8dfd [Feature] Enable use_audio_in_video for Qwen 3 Omni Online (#1198) 
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
 2026-02-04 20:48:25 +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
Markus / Mark 425952e7d3 [BugFix] Fix Qwen3 TTS 0.6B profile run hang (#995) (#1082) 2026-01-31 08:00:03 +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
Fanli LinandCopilot bfbf3e5b69 [Feat] Support XPU Backend in vLLM-Omni (#191) 
Signed-off-by: Fanli Lin <fanli.lin@intel.com>
Signed-off-by: Fanli Lin <fanli0116@gmail.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
 2026-01-30 04:33:05 +13:00
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-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
amy-why-3459 d2b3a24af3 [BugFix] Modify the method of obtaining external_request_id (#961) 
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-01-27 20:56:02 +08:00
Yuanheng Zhao 2f5e32477c [NFC] Remove redundant torch.no_grad in models and pipelines (#854) 
Signed-off-by: yuanheng <jonathan.zhaoyh@gmail.com>
 2026-01-27 12:36:54 +00:00
Canlin Guo cadd77262d [NPU] Upgrade to v0.14.0 (#820) 
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
 2026-01-27 16:45:32 +08:00
Yueqian Lin 77ff875170 Support Qwen3 tts online serving (#968) 
Signed-off-by: linyueqian <linyueqian@outlook.com>
 2026-01-27 14:37:21 +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
Baoyuan Qishijin zhangning ding
 		21ee1ff6e6 [bugfix] qwen3-tts check_model_inputs (#924) 
Signed-off-by: 齐保元 <qibaoyuan@xiaomi.com>
Co-authored-by: shijin zhang <75300765+Dovis01@users.noreply.github.com>
Co-authored-by: ning ding <nndding@gmail.com>
 2026-01-23 09:37:53 +00:00
Zhou Taichang e3b6254090 debug Qwen TTS (#902) 
Signed-off-by: Taichang Zhou <tzhouam@connect.ust.hk>
 2026-01-22 15:28:56 +00:00
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
John Liu BUAA c3894585b5 [Perf] Fuse Q/K/V Linear with QKVParallelLinear in Qwen2.5Omni DiTAttention (#884) 
Signed-off-by: John Liu BUAA <liukecheng97@gmail.com>
 2026-01-21 09:24:05 +00:00
+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