Taichang Zhou
2eda72b5dc
Refactor comments and formatting in Qwen3 TTS configuration and modeling files for improved readability.
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Signed-off-by: Taichang Zhou <tzhouam@connect.ust.hk >
2026-02-02 21:51:01 +08:00
Taichang Zhou
22ca74432b
Merge branch 'main' into dev/vllm-align
2026-02-02 21:35:45 +08:00
Taichang Zhou
354777d5e7
Merge branch 'main' of https://github.com/vllm-project/vllm-omni
2026-02-02 21:34:42 +08:00
tzhouam
ff8b3dbbc8
update qwen 2.5 Omni
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Signed-off-by: tzhouam <tzhouam@connect.ust.hk >
2026-02-02 03:01:11 +00:00
tzhouam
1297a46040
Merge remote-tracking branch 'origin/main' into dev/vllm-align
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Signed-off-by: tzhouam <tzhouam@connect.ust.hk >
2026-02-02 01:54:12 +00:00
汪志鹏 and Hongsheng Liu
de0a8b057b
[CI]: Bagel E2E Smoked Test ( #1074 )
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Signed-off-by: princepride <wangzhipeng628@gmail.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-01-31 22:08:22 +13:00
Taichang Zhou
e033498600
Merge branch 'main' of https://github.com/vllm-project/vllm-omni
2026-01-31 10:59:36 +08:00
Markus / Mark
425952e7d3
[BugFix] Fix Qwen3 TTS 0.6B profile run hang ( #995 ) ( #1082 )
2026-01-31 08:00:03 +08:00
f6cfc0d1e3
[BugFix] Fix Qwen3 Omni talker mtp torch.compile startup error ( #1104 )
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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
amy-why-3459 and Hongsheng Liu
e6b9d52905
[BugFix] Modify max_tokens and modify the log and fix #1103 ( #1097 )
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Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-01-31 01:50:23 +13:00
tzhouam
7aea8e8d91
Add OmniMRotaryEmbedding for multimodal position computation
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- Introduced OmniMRotaryEmbedding to extend MRotaryEmbedding with methods for computing input positions across various multimodal scenarios, including image, video, and audio inputs.
- Updated patch.py to replace the original MRotaryEmbedding with OmniMRotaryEmbedding in the module patching logic.
- Created new files for the OmniMRotaryEmbedding implementation and its associated methods.
Signed-off-by: [Your Name] <[Your Email]>
Signed-off-by: tzhouam <tzhouam@connect.ust.hk >
2026-01-30 10:03:02 +00:00
tzhouam
4b895459e4
Merge branch 'main' into dev/vllm-align
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Signed-off-by: tzhouam <tzhouam@connect.ust.hk >
2026-01-30 02:53:03 +00:00
tzhouam
104e105c93
Refactor multimodal processing imports and update configuration handling in Qwen3OmniMoeThinker
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- Changed the import path for multimodal processing to improve module organization.
- Removed the unused multimodal configuration parameter from the Qwen3OmniMoeThinker initialization, streamlining the class definition.
Signed-off-by: tzhouam <tzhouam@connect.ust.hk >
2026-01-30 02:43:41 +00:00
Ding Zuhao
0e07eb6ff9
[Doc][Bagel] Add BAGEL-7B-MoT documentation and edit the default stage configuration ( #987 )
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Signed-off-by: Ding Zuhao <e1583181@u.nus.edu >
Signed-off-by: jzz <e1583181@u.nus.edu >
2026-01-30 12:56:10 +13:00
Fanli Lin and Copilot
bfbf3e5b69
[Feat] Support XPU Backend in vLLM-Omni ( #191 )
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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 Huang and Hongsheng Liu
a909d36415
[Perf] Qwen3 Omni talker mtp optimization ( #1005 )
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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
Ziming Huang
c48a9f33ad
[CI] Change Qwen3 Omni stage placement strategy ( #1072 )
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Signed-off-by: ZeldaHuang <hzm414167@alibaba-inc.com >
2026-01-30 02:10:09 +13:00
amy-why-3459 and Rein Yang
dd518973de
[BugFix] Fix the accuracy issue of multimodal input. ( #1020 )
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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
汪志鹏
741f7e2826
[Core]: KV Cache Transfer Encapsulation ( #979 )
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Signed-off-by: princepride <wangzhipeng628@gmail.com >
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com >
2026-01-28 23:12:45 +08:00
Canlin Guo
c9392dff01
[Hardware] Support platforms and plugin system ( #774 )
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Signed-off-by: gcanlin <canlinguosdu@gmail.com >
2026-01-28 22:12:52 +08:00
Zeyu Huang | 黃澤宇
d64bbde561
[Frontend][Model] Support batch request with refined OmniDiffusionReq… ( #797 )
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Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com >
2026-01-28 16:07:42 +08:00
tzhouam
31d127edcd
[Refactor] Remove unused MRotaryEmbedding and vision position ID functions
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- Deleted the MRotaryEmbedding class and its associated methods from mrope.py to streamline the codebase.
- Removed the get_llm_pos_ids_for_vision function from vision.py as it is no longer needed.
- Updated import statements in qwen2_5_omni.py to reflect the removal of the vision module.
Signed-off-by: [Your Name] <your.email@example.com >
Signed-off-by: tzhouam <tzhouam@connect.ust.hk >
2026-01-28 15:42:35 +08:00
amy-why-3459
d2b3a24af3
[BugFix] Modify the method of obtaining external_request_id ( #961 )
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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 )
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Signed-off-by: yuanheng <jonathan.zhaoyh@gmail.com >
2026-01-27 12:36:54 +00:00
yangsonglin13
16be03b909
[Feature] Implement YuanrongConnector based on OmniConnectorBase ( #716 )
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Signed-off-by: yangsonglin13 <yangsonglin566@gmail.com >
2026-01-27 20:17:02 +08:00
Canlin Guo
cadd77262d
[NPU] Upgrade to v0.14.0 ( #820 )
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Signed-off-by: gcanlin <canlinguosdu@gmail.com >
2026-01-27 16:45:32 +08:00
Yueqian Lin
77ff875170
Support Qwen3 tts online serving ( #968 )
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Signed-off-by: linyueqian <linyueqian@outlook.com >
2026-01-27 14:37:21 +08:00
52bf1e2f40
[Feature]Support async computation and communication across stages by chunks ( #727 )
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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
21ee1ff6e6
[bugfix] qwen3-tts check_model_inputs ( #924 )
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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 )
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Signed-off-by: Taichang Zhou <tzhouam@connect.ust.hk >
2026-01-22 15:28:56 +00:00
Taichang Zhou
af8501dcc7
debug Qwen TTS
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Signed-off-by: Taichang Zhou <tzhouam@connect.ust.hk >
2026-01-22 22:46:06 +08:00
汪志鹏 and wzliu
7f821be57b
Support Bagel Model ( #726 )
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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 )
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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 )
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Signed-off-by: John Liu BUAA <liukecheng97@gmail.com >
2026-01-21 09:24:05 +00:00
+13
776c3a794e
Dev/rebase 0.14.0 ( #847 )
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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
John Liu BUAA
bb24e07a7a
[Perf] Optimize the Qwen2.5-Omni Model thinker-to-talker-proj with nn.Linear ( #825 )
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Signed-off-by: John Liu BUAA <liukecheng97@gmail.com >
2026-01-17 19:47:11 +08:00
Peiqi Yin
35f994e255
[BugFix] Qwen2.5-omni supress end token and won't stop ( #773 )
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Signed-off-by: yinpeiqi <yinpeiqi809@gmail.com >
2026-01-16 00:41:59 +08:00
Ziming Huang
1444e1fc45
[Feature] Support Qwen3 Omni talker mtp batch inference ( #722 )
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Signed-off-by: ZeldaHuang <hzm414167@alibaba-inc.com >
2026-01-14 19:07:31 +08:00
Zhou Taichang and root
2e13bddf87
[Debug] Clean code in Qwen 3 Omni and add warning for talker temperature. ( #688 )
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Signed-off-by: tzhouam <tzhouam@connect.ust.hk >
Co-authored-by: root <root@hk01dgx028.cm.cluster >
2026-01-12 23:13:45 +13:00
Junhong Liu
d0836d8459
[Bugfix] Fix multi-audio input shape alignment for Qwen3-Omni Thinker ( #697 )
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Signed-off-by: Junhong Liu <98734602+LJH-LBJ@users.noreply.github.com >
2026-01-12 13:16:29 +08:00
Canlin Guo
dde96c2468
[Perf][Qwen3-Omni] Fuse QKV linear and gate_up proj ( #734 )
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Signed-off-by: gcanlin <canlinguosdu@gmail.com >
2026-01-11 11:06:24 +08:00
Canlin Guo and Isotr0py
9c2f7467a0
[Perf] Use vLLM's SharedFusedMoE in Qwen3-Omni ( #560 )
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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 >
2026-01-10 04:30:06 +00:00
Ziming Huang
978e3ad7d4
[Feature] Support Qwen3 Omni talker cudagraph ( #669 )
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Signed-off-by: ZeldaHuang <hzm414167@alibaba-inc.com >
2026-01-09 11:45:58 +08:00
Ziming Huang
cddcc400d3
[BugFix] Fix stage engine outputs mismatch bug in online batching ( #691 )
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Signed-off-by: ZeldaHuang <hzm414167@alibaba-inc.com >
2026-01-09 04:01:57 +13:00
dengyunyang
b60030092c
[BugFix] token2wav code out of range ( #655 )
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Signed-off-by: dengyunyang <584797741@qq.com >
2026-01-06 11:05:08 +08:00
Dong W and Hongsheng Liu
c1ebb60747
[Bugfix]Fix Qwen 2.5 omni hardcoded max_mel_frames to resolve shape mismatch ( #543 )
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Signed-off-by: Dong Wang <dongw2019@gmail.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-01-01 17:12:03 +13:00
Gao Han
9c7de5373a
[Feature]Basic version of supporting streaming output ( #367 )
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Signed-off-by: Gaohan123 <hgaoaf@connect.ust.hk >
2026-01-01 03:02:04 +13:00
Ziming Huang and Hongsheng Liu
1ae0c64fe0
Support Qwen3 Omni thinker cuda graph ( #523 )
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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 )
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Signed-off-by: tzhouam <tzhouam@connect.ust.hk >
2025-12-30 15:32:15 +08:00
Canlin Guo
be81443c8a
[Bugfix][NPU] Add _model_forward for ModelRunner ( #505 )
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Signed-off-by: gcanlin <canlinguosdu@gmail.com >
2025-12-28 04:09:34 +08:00