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3e539fcb6a017fa9d8ac86f4b8d6eb852ff0dde4
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170 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
Samit 22a51a7cdb [Feature][Wan2.2] Speed up diffusion model startup by multi-thread weight loading (#1504) 
Signed-off-by: samithuang <285365963@qq.com>
Signed-off-by: Samit <285365963@qq.com>
 2026-03-02 14:53:25 +00:00
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
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
wangyu cd2234a1bf [CI] Modify some CI test cases to run on L4 environment to reduce H100 resource usage. (#1543) 
Signed-off-by: yenuo26 <410167048@qq.com>
Signed-off-by: wangyu <53896905+yenuo26@users.noreply.github.com>
 2026-02-28 14:41:51 +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
Chendi.Xueandgcanlin 482f9b89a1 [XPU][NPU][ROCM] enable cpu_offloading flag for non_cuda (#1488) 
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
Co-authored-by: gcanlin <canlinguosdu@gmail.com>
 2026-02-27 14:52:15 +08:00
Sy03 0cc3481acf [Feat] : Support Async chunk cleanup (#1087) 
Signed-off-by: Sy03 <1370724210@qq.com>
 2026-02-27 14:39:33 +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
+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
Canlin Guo 3b0c21f94d [Platform] Enable layerwise offload on all hardware (#1492) 
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
 2026-02-27 06:47:28 +08:00
Canlin GuoandHongsheng Liu f53152d340 [Feature] Support HSDP for diffusion models (#1339) 
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-02-26 21:31:10 +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
Zeyu Huang | 黃澤宇andSamit b44a615625 [Doc][Test][Misc] ComfyUI test, more screenshot, and code cleaning (#1435) 
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
Signed-off-by: Samit <285365963@qq.com>
Co-authored-by: Samit <285365963@qq.com>
 2026-02-26 21:03:54 +08:00
knlnguyen1802andHongsheng Liu 5361353be5 [Bugfix] Race condition in MultiprocExecutor when concurent access to Scheduler (#1448) 
Signed-off-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-02-26 21:03:38 +08:00
Juan Pablo ZuluagapabloHongsheng Liu
 		03c01e0415 [Qwen3TTS][Feat] Streaming output (#1438) 
Signed-off-by: pablo <pablo@agigo.ai>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: pablo <pablo@agigo.ai>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-02-26 21:02:35 +08:00
Yan Ma cf1f4c6338 [XPU] Enable FLASH_ATTN on XPU (#1332) 
Signed-off-by: Yan Ma <yan.ma@intel.com>
 2026-02-26 20:28:09 +08:00
Alex Brooks bc26de834e [Bugfix] Fix LoRA Scaling on Active Adapters (#1421) 
Signed-off-by: Alex Brooks <albrooks@redhat.com>
 2026-02-26 17:22:35 +08:00
Yuanheng Zhao ed08a216c1 [Misc] Migrate L1 tests to use pytest-mock (#1315) 
Signed-off-by: Yuanheng Zhao <jonathan.zhaoyh@gmail.com>
Signed-off-by: yuanheng <jonathan.zhaoyh@gmail.com>
 2026-02-26 17:08:39 +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
junuxyzandHongsheng Liu caed95fb45 [Bugfix] Fix tuple/list KV cache extraction crash (#1405) 
Signed-off-by: junuxyz <216036880+junuxyz@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-02-26 15:20:40 +08:00
wangyu 1ae2e1e4c4 [Test] Reduce Perf test case and fix modify stage config (#1449) 
Signed-off-by: yenuo26 <410167048@qq.com>
 2026-02-26 14:20:57 +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
Dong WandHongsheng Liu 1eebb374f1 [Model]Add new nextstep_1(Diffusion) model(only T2I) (#612) 
Signed-off-by: Dong Wang <dongw2019@gmail.com>
Signed-off-by: sniper35 <dongw2019@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-02-26 00:09:11 +08:00
tzhouam 22e01c416b Merge remote-tracking branch 'origin/main' into dev/vllm-align 2026-02-25 08:15:55 +00:00
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
tzhouam 81b9e40bbf Enhance signature compatibility checks in OmniLLM tests 
- Improved the test_overridden_method_signatures_compatible function to better handle missing parameters in method signatures.
- Added logic to account for VAR_KEYWORD parameters, ensuring more accurate detection of signature mismatches.

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

Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
 2026-02-24 07:56:47 +00:00
tzhouam 04ccb062fc Add signature compatibility tests for OmniLLM class 
- Introduced tests to ensure method signatures in OmniLLM match those of the base LLM class, preventing runtime TypeErrors due to parameter mismatches.
- Updated the _run_engine method in OmniLLM to include an optional output_type parameter.

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

Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
 2026-02-24 06:58:39 +00:00
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
NATURE 1589931fa6 [Feature] vLLM-Omni RDMA connector (#1019) 
Signed-off-by: natureofnature <wzliu@connect.hku.hk>
 2026-02-24 11:13:52 +08:00
Alicia 7b02b856a6 [CI] Set L2 & L3 tests running conditions. (#1344) 
Signed-off-by: Alicia <115451386+congw729@users.noreply.github.com>
 2026-02-24 10:50:10 +08:00
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
wangyu a42b7487b0 [Test] Fix expansion and example test case for qwen3-omni (#1358) 
Signed-off-by: yenuo26 <410167048@qq.com>
 2026-02-15 00:43:38 +13:00
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
wangyu f4867ec175 [Test] Add Omni Model Performance Benchmark Test (#1321) 
Signed-off-by: yenuo26 <410167048@qq.com>
Signed-off-by: wangyu <53896905+yenuo26@users.noreply.github.com>
 2026-02-12 23:11:57 +08:00
rein yangandHongsheng Liu 36a79717c6 change qwen3-omni open cudagraph by default (#1352) 
Signed-off-by: Rein Yang <ruiruyang2@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-02-12 20:49:34 +08:00
dsinghviand汪志鹏 c6f314df4f [Feature]: Diffusion sleep to use process level memory calculation (#1276) 
Signed-off-by: Divyansh Singhvi <divyanshsinghvi@gmail.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Signed-off-by: dsinghvi <divyanshsinghvi@gmail.com>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
 2026-02-12 12:17:54 +00:00
knlnguyen1802 9994594782 [Misc] Support WorkerWrapperBase and CustomPipeline for Diffusion Worker (#764) 
Signed-off-by: knlnguyen1802 <knlnguyen1802@gmail.com>
 2026-02-12 19:23:51 +08:00
dengyunyang b0a5ffa100 [Bugfix] remove Tongyi-MAI/Z-Image-Turbo related test from L2 ci (#1348) 
Signed-off-by: dengyunyang <584797741@qq.com>
 2026-02-12 18:44:05 +08:00
Yuanheng ZhaoandSamit 8bf849c399 Refactor CPU Offloading Backend Pattern (#1223) 
Signed-off-by: yuanheng <jonathan.zhaoyh@gmail.com>
Signed-off-by: Yuanheng Zhao <jonathan.zhaoyh@gmail.com>
Signed-off-by: Samit <285365963@qq.com>
Co-authored-by: Samit <285365963@qq.com>
 2026-02-12 17:29:55 +08:00
John Liu BUAA f117a07271 [Bugfix] reused metrics to modify the API Server token statistics in Stream Response (#1301) 
Signed-off-by: John Liu BUAA <liukecheng97@gmail.com>
 2026-02-12 17:24:01 +08:00
ChenWenjingBhanu068Gao Han
 		ab1acb27ff [Feature]async scheduling to overlap chunk IO and compute (#951) 
Signed-off-by: CHEN <116010019@link.cuhk.edu.cn>
Co-authored-by: Bhanu068 <voutharoja.bhanu06@gmail.com>
Co-authored-by: Gao Han <gaohan19@huawei.com>
 2026-02-12 16:05:02 +08:00
SamitandFlora Feng 9c00852d85 [Feature] Support Wan2.2 T2V and I2V Online Serving with OpenAI /v1/videos API (#1073) 
Signed-off-by: samithuang <285365963@qq.com>
Signed-off-by: Samit <285365963@qq.com>
Signed-off-by: SamitHuang <285365963@qq.com>
Co-authored-by: Flora Feng <4florafeng@gmail.com>
 2026-02-12 14:28:32 +08:00
wangyuwangyu31577Hongsheng Liu
 		20a8fe1dcc [Test] L2 & L3 Test Case Stratification Design for Omni Model (#1272) 
Signed-off-by: wangyu31577 <wangyu31577@hundsun.com>
Signed-off-by: yenuo26 <410167048@qq.com>
Signed-off-by: wangyu <53896905+yenuo26@users.noreply.github.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: wangyu31577 <wangyu31577@hundsun.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-02-12 09:56:35 +08:00
Junhong Liu 82fd2c3637 Fix yield token metrics and opt metrics record stats (#1292) 2026-02-12 00:52:05 +08:00
SYLAR 830d261f9d [Feature]: FP8 Quantization Support for DiT (#1034) 
Signed-off-by: lishunyang <lishunyang12@163.com>
Signed-off-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
 2026-02-11 21:01:35 +08:00