anodyine/vllm-omni
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873 Commits 235 Branches 31 Tags
3e539fcb6a017fa9d8ac86f4b8d6eb852ff0dde4
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210 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
rongfu.leng a4b2e48718 [Bugfix] Import InputPreprocessor into Renderer (#1566) 
Signed-off-by: rongfu.leng <lenronfu@gmail.com>
 2026-03-02 21:54:15 +08:00
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 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
Ting FU b0156d8e1c [BugFix] Fix unexpected crash when init OmniDiffusion (#1562) 
Signed-off-by: Semmer2 <semmer@live.cn>
 2026-02-28 14:21:49 +08:00
Yueqian Lin 37775ffe60 fix(qwen3-tts): fix Base ICL voice clone producing corrupted audio (#1554) 
Signed-off-by: linyueqian <linyueqian@outlook.com>
 2026-02-28 11:49:47 +08:00
Canlin GuoHongsheng LiuNicolò Lucchesi
 		eaef3a31a4 [Profiler] Support online profiling (#1136) 
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Signed-off-by: Canlin Guo <961750412@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Nicolò Lucchesi <nicolo.lucchesi@gmail.com>
 2026-02-27 14:41:20 +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
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
wuhang 4bee33744f [Bugfix] Use uds for zmq address if not set --stage-id (#1522) 
Signed-off-by: wuhang <wuhang6@huawei.com>
 2026-02-26 21:44:07 +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
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
Zeyu Huang | 黃澤宇andGao Han c68be4dc4b [Chore] remove unused logger in omni_diffusion (#531) (#1509) 
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
Co-authored-by: Gao Han <gaohan19@huawei.com>
 2026-02-26 20:30:35 +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
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
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
Junhong Liu 43939df2a5 [Bugfix] Robust Audio Data Handling in _create_audio_choice (#1222) 
Signed-off-by: Junhong Liu <98734602+LJH-LBJ@users.noreply.github.com>
 2026-02-25 22:59:49 +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
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 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 e22ae62396 Merge remote-tracking branch 'origin/main' into dev/vllm-align 2026-02-24 03:23:20 +00:00
zhou zhuoxin 40f72bb870 [Feat]: add ASCII art logo for vLLM-Omni (#1430) 2026-02-23 22:10:09 +08:00
tzhouam 292da4b0d8 Merge remote-tracking branch 'origin/main' into dev/vllm-align 2026-02-23 02:09:09 +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
tzhouam 9869ea007e Update vLLM wheel version in Dockerfile and enhance input processing for omni models. Added functionality to reinject omni-specific fields into processed prompts and improved handling of multimodal audio extraction in serving_chat.py. Adjusted SharedMemoryConnector logic for payload size checks and refined input preprocessing methods for better compatibility with multimodal data. 
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
 2026-02-20 08:34:53 +00:00
tzhouam b867bacd24 rebase 2025/02/16 
Qwen3 Omni offline/online passed

Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
 2026-02-16 03:21:21 +00:00
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
tzhouam 15099119dd Merge remote-tracking branch 'remotes/origin/main' into dev/rebase-v0.16.0 2026-02-13 09:55:18 +00:00
汪志鹏 630e84ef93 [BugFix]: Revert utils change (#1369) 
Signed-off-by: princepride <wangzhipeng628@gmail.com>
 2026-02-13 17:54:09 +08:00
tzhouam f24273dc03 Update vLLM version to 0.16.0 in quickstart and CUDA installation documentation, and adjust parameters in multimodal generation script for improved performance. Refactor request logging in serving_chat.py for better input tracking. 
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
 2026-02-13 09:50:11 +00:00
tzhouam 31e9fdbb57 Refactor chat_utils to remove unused multi-modal classes and add async audio extraction from video. Update README to reflect new entry point for audio extraction. Enhance serving_chat to process audio from video URLs when specified. 
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
 2026-02-13 03:27:16 +00:00
tzhouam 7e9cae56fc Refactor Dockerfile.ci to use precompiled VLLM installation and remove unused parse.py file. Update serving_chat.py to streamline rendering logic and enhance compatibility with new API. Modify OmniInputPreprocessor to directly handle SingletonDictPrompt, improving input processing efficiency. 
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
 2026-02-13 02:28:25 +00:00
Taichang Zhou a6d633c319 debug 
Signed-off-by: Taichang Zhou <tzhouam@connect.ust.hk>
 2026-02-12 23:46:20 +08:00
tzhouam 59a7602d6e debug 
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
 2026-02-12 13:55:08 +00:00
Taichang Zhou 85a7b558ab rebase to v0.16.0 
Signed-off-by: Taichang Zhou <tzhouam@connect.ust.hk>
 2026-02-12 21:30:54 +08:00
Taichang ZhouandCursor e2ced80d59 Merge origin/main into dev/rebase-v0.16.0. 
Resolve arg_utils merge conflict and align CI base image tag to v0.16.0 for the vLLM rebase track.

Co-authored-by: Cursor <cursoragent@cursor.com>

Signed-off-by: Taichang Zhou <tzhouam@connect.ust.hk>
 2026-02-12 21:18:03 +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
tzhouam f8959bcc6e Temp fix for metrics error in test_qwen3_tts 
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
 2026-02-12 10:02:19 +00:00
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
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
tzhouam 3e89c99001 Merge remote-tracking branch 'remotes/origin/main' into dev/vllm-align 2026-02-12 07:16:25 +00:00
tzhouam c751f0d684 Update Dockerfile.ci to install a new version of vllm from a different extra index URL. Refactor import statement in serving_chat.py to use the correct BaseRenderer module path. 
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
 2026-02-12 06:37:17 +00:00
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
tzhouamandCursor 50f2b1e854 Merge origin/main into dev/vllm-align 
Co-authored-by: Cursor <cursoragent@cursor.com>

Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
 2026-02-12 03:41:38 +00:00
Junhong Liu 82fd2c3637 Fix yield token metrics and opt metrics record stats (#1292) 2026-02-12 00:52:05 +08:00