anodyine/vllm-omni
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033e4041bebcf4c7d1e4363867ce6bc438fa2e1f
Commit Graph
109 Commits
Author SHA1 Message Date
Yueqian Lin da6b1b5741 feat(moss-tts-nano): add single-stage MOSS-TTS-Nano TTS support 
Integrates OpenMOSS-Team/MOSS-TTS-Nano (0.1B) as a single
GPUGenerationWorker stage.  Both the AR LM and MOSS-Audio-Tokenizer-Nano
codec run inside MossTTSNanoForGeneration.forward(), removing the need for
an inter-stage connector.

Key design choices:
- Weights loaded in load_weights() not __init__ (avoids pre-CUDA alloc)
- trust_remote_code delegates to upstream HF model classes
- codec path read from config.audio_tokenizer_pretrained_name_or_path
- inference_stream() collects progressive audio chunks for low latency
- 48 kHz stereo output; voice clone + continuation modes supported


Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
 2026-04-14 13:06:12 -04:00
Zhang JianandClaude Opus 4.6 17acd0589a [Test] Add Stable Audio offline e2e TeaCache Test (#2377) 
Signed-off-by: Zhang <jianmusings@gmail.com>
Signed-off-by: Zhang Jian <jianmusings@gmail.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-04-14 15:05:12 +08:00
wangyu 22261430b4 [CI][Bugfix] Refactor the test case to add support for increasing init timeout and stage init timeout in order to resolve the CI timeout error. (#2711) 
Signed-off-by: wangyu <410167048@qq.com>
 2026-04-13 14:47:55 +08:00
TJian 25c0566393 [ROCm] [CI] [Bugfix] Resurface CI Signal, fix MHA AR selection, sync with cuda tests (#2340) 
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
 2026-04-11 19:54:22 +08:00
Yueqian LinandSYLAR a41174e083 [Model] VoxCPM2 native AR TTS support (#2658) 
Signed-off-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
Co-authored-by: SYLAR <lishunyang12@users.noreply.github.com>
 2026-04-11 10:21:26 +08:00
Yiyang "Ian" LiuYiyang LiuCopilot
 		687405c5f2 [Config] Remove invalid LLM-only engine_args from diffusion stage configs (#2622) 
Signed-off-by: Yiyang Liu <yiyangliu@microsoft.com>
Co-authored-by: Yiyang Liu <yiyangliu@microsoft.com>
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
 2026-04-11 01:36:29 +12:00
Samit 956f53b278 [Refactor] Use trajectory_* fields for Qwen-Image structured RL outputs (#2513) 
Signed-off-by: samithuang <285365963@qq.com>
 2026-04-09 03:06:40 -07:00
Dogeun KimYejoon Leeaidas
 		e2b0ee4b87 [Model] Add Dynin-omni model in vllm-omni (#1759) 
Signed-off-by: kdg6245@snu.ac.kr <kdg6245@snu.ac.kr>
Signed-off-by: Yejoon Lee (IPAI) <leeyejoon@snu.ac.kr>
Signed-off-by: aidas (arpa-kt) <aidaslab@gmail.com>
Signed-off-by: Dogeun Kim <82812668+DOGEUNNKIM@users.noreply.github.com>
Co-authored-by: Yejoon Lee (IPAI) <leeyejoon@snu.ac.kr>
Co-authored-by: aidas (arpa-kt) <aidaslab@gmail.com>
 2026-04-09 16:37:34 +08:00
汪志鹏 9d87229a30 [MagiHuman] Fix audio sample rate and fps propagation for online serving (#2554) 
Signed-off-by: princepride <wangzhipeng628@gmail.com>
 2026-04-09 06:52:12 +00:00
Zhengyuan Su (苏政渊)andClaude Opus 4.6 c3f1042061 [Feature] End-to-end LoRA support for BAGEL (#2494) 
Signed-off-by: Zhengyuan Su <su.zhengyuan@u.nus.edu>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-04-09 01:33:55 +00:00
Yangshen DengandClaude Opus 4.6 1cd5210440 [Diffusion] Refactor LTX2 to use unified CFG parallel framework (#2160) 
Signed-off-by: Yangshen Deng <yangshen.d@outlook.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-04-08 11:44:04 +08:00
汪志鹏 340cba7b04 [daVinci-MagiHuman][Doc][BugFix] Update model support for daVici-MagiHuman and fix media utils bug (#2542) 
Signed-off-by: princepride <wangzhipeng628@gmail.com>
 2026-04-07 17:16:12 +08:00
skf 9584dd6e69 [HunyuanImage3] Align system_prompt support with official implementation (#2270) 
Signed-off-by: skf1999 <13234016272@163.com>
 2026-04-07 15:37:17 +08:00
汪志鹏 8dd66ceb00 [BugFix] Continue decode if don't need transfer kv cache between two … (#2502) 
Signed-off-by: princepride <wangzhipeng628@gmail.com>
 2026-04-07 13:30:01 +12:00
indevnandlinyueqian 6fc38e0467 [Model][Core] Enable async_chunk streaming pipeline for CosyVoice3 (#1703) 
Signed-off-by: linyueqian <linyueqian@outlook.com>
Signed-off-by: indevn <indevn@outlook.com>
Co-authored-by: linyueqian <linyueqian@outlook.com>
 2026-04-05 06:11:33 +00:00
汪志鹏andDidan Deng 0059ec878c [Model Support]: Magihuman support (#2301) 
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
 2026-04-04 09:29:09 +00:00
Zhou Taichang 2804a85e58 [Rebase] Rebase to vllm v0.19.0 (#2475) 2026-04-04 15:03:32 +08:00
Yueqian Lin 0e83ebe1d4 [OmniVoice] Add two-stage TTS serving support (#2463) 
Signed-off-by: linyueqian <linyueqian@outlook.com>
 2026-04-03 20:41:20 +00:00
chickeyton 563f73b78a Refactor StageDiffusionClient and StageEngineCoreClient (#2006) 2026-04-03 08:05:19 +00:00
Yi LiuandHongsheng Liu c1d2dcc3ac [AutoRound] Add offline quantized W4A16 model support (#1777) 
Signed-off-by: yiliu30 <yi4.liu@intel.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-04-02 13:57:53 +08:00
wangyu 9c2a576301 [Test] Add voice or language test case for Qwen3-omni and Qwen-tts (#1844) 
Signed-off-by: yenuo26 <410167048@qq.com>
Signed-off-by: wangyu <410167048@qq.com>
Signed-off-by: wangyu <53896905+yenuo26@users.noreply.github.com>
 2026-04-02 09:29:22 +08:00
NATURE d40840b114 [Perf] Bagel KV-ready early forwarding and time step consistency for /v1/chat/completions (#2398) 
Signed-off-by: natureofnature <wzliu@connect.hku.hk>
 2026-04-01 08:50:45 +00:00
wangyuyenuo26R2-YYueqian Lin
 		c9370f493e [Test] Add Qwen-tts test cases and unify the style of existing test cases (#2195) 
Signed-off-by: yenuo26 <410167048@qq.com>
Signed-off-by: wangyu <53896905+yenuo26@users.noreply.github.com>
Signed-off-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
Signed-off-by: wangyu <410167048@qq.com>
Co-authored-by: yenuo26 <410167048@example.com>
Co-authored-by: R2-Y <ruiruyang2@gmail.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
 2026-03-30 01:02:28 -04:00
knlnguyen1802andSamit 49c1abea17 [Bugfix] Fix dynamic function call on collective_rpc of DiffusionWorker (#2217) 
Signed-off-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Co-authored-by: Samit <285365963@qq.com>
 2026-03-27 14:28:59 +08:00
Chen-Yo SunandYueqian Lin e408fd97aa [CI] Add Voxtral TTS e2e test (#2023) 
Signed-off-by: Chen-Yo Sun <chenyo.sun@mistral.ai>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
 2026-03-26 21:17:03 -04:00
Yueqian Lin 18d2d082aa Revert "[Test] Add Qwen-tts test cases and unify the style of existing test cases" (#2192) 
Signed-off-by: linyueqian <linyueqian@outlook.com>
 2026-03-26 00:10:16 +08:00
wangyuyenuo26R2-YYueqian Lin
 		5466ed419b [Test] Add Qwen-tts test cases and unify the style of existing test cases (#1911) 
Signed-off-by: yenuo26 <410167048@qq.com>
Signed-off-by: wangyu <53896905+yenuo26@users.noreply.github.com>
Signed-off-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
Signed-off-by: wangyu <410167048@qq.com>
Co-authored-by: yenuo26 <410167048@example.com>
Co-authored-by: R2-Y <ruiruyang2@gmail.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
 2026-03-25 11:27:33 -04:00
SYLAR 6b93459826 [Core] Unified quantization framework (#1764) 2026-03-24 18:56:55 +08:00
knlnguyen1802SamitSYLAR
 		5c14757ef0 [CI] [RL]: Add e2e test for custom pipeline (#2005) 
Signed-off-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Signed-off-by: Samit <285365963@qq.com>
Co-authored-by: Samit <285365963@qq.com>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
 2026-03-24 15:49:11 +08:00
LancerLancerHongsheng LiuGao Han
 		9bf8f8ce79 [model] support FLUX.1-Kontext-dev (#561) 
Signed-off-by: Lancer <maruxiiang6688@gmail.com>
Signed-off-by: Lancer <maruixiang6688@gmail.com>
Signed-off-by: Lancer <402430575@qq.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Signed-off-by: Gao Han <hgaoaf@connect.ust.hk>
Co-authored-by: Lancer <maruxiiang6688@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
 2026-03-23 17:17:58 +00:00
knlnguyen1802 65d76a4127 [Feature][RL] Support batching for QwenImage in async mode (#1593) 
Signed-off-by: knlnguyen1802 <knlnguyen1802@gmail.com>
 2026-03-23 10:08:24 +00:00
Zhou Taichangandgcanlin a90a7690b8 [Rebase] Rebase to vllm v0.18.0 (#2037) 
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Signed-off-by: Zhou Taichang <tzhouam@connect.ust.hk>
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Co-authored-by: gcanlin <canlinguosdu@gmail.com>
 2026-03-21 20:37:38 +08:00
Zhou Taichang 05d8de813e [Bugfix] Remove duplicated config keyword max batch size (#1851) 
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Signed-off-by: Zhou Taichang <tzhouam@connect.ust.hk>
 2026-03-20 16:13:24 +08:00
TJian 0239057cba [CI] [ROCm] Setup test-ready.yml and test-merge.yml (#2017) 
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
 2026-03-19 14:26:31 +00:00
汪志鹏 81793f1918 [CI] Split BAGEL tests into dummy/real weight tiers (L2/L3) (#1998) 
Signed-off-by: princepride <wangzhipeng628@gmail.com>
 2026-03-19 15:32:48 +08:00
Chenguang ZhengyinpePeiqi YinwuhangPeiqi Yinlinyueqianprincepridelishunyang
 		3158e9d28f [Entrypoint][Refactor] vLLM-Omni Entrypoint Refactoring (#1908) 
Signed-off-by: yinpe <11810305@mail.sustech.edu.cn>
Signed-off-by: Peiqi Yin <yinpeiqi809@gmail.com>
Signed-off-by: yinpeiqi <yinpeiqi809@gmail.com>
Signed-off-by: wuhang <whlbx@hotmail.com>
Signed-off-by: linyueqian <linyueqian@outlook.com>
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: lishunyang <lishunyang12@163.com>
Signed-off-by: Chenguang ZHENG <645327136@qq.com>
Signed-off-by: Peiqi Yin <60515999+yinpeiqi@users.noreply.github.com>
Co-authored-by: yinpe <11810305@mail.sustech.edu.cn>
Co-authored-by: Peiqi Yin <yinpeiqi809@gmail.com>
Co-authored-by: wuhang <whlbx@hotmail.com>
Co-authored-by: Peiqi Yin <60515999+yinpeiqi@users.noreply.github.com>
Co-authored-by: linyueqian <linyueqian@outlook.com>
Co-authored-by: princepride <wangzhipeng628@gmail.com>
Co-authored-by: lishunyang <lishunyang12@163.com>
 2026-03-18 17:33:53 +08:00
汪志鹏 284575ab82 [CI]: Add/Fix bagel e2e online/offline test (#1895) 
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
 2026-03-15 18:27:07 +08:00
SYLARGao HanHongsheng Liu
 		5377619c0b fix: propagate parallel_config through create_default_diffusion (#1878) 
Signed-off-by: lishunyang <lishunyang12@163.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-03-14 17:07:13 +08:00
Daniel Huang c107f0b336 Buildkite hardware ci xpu test (#1340) 
Signed-off-by: Daniel Huang <daniel1.huang@intel.com>
 2026-03-14 11:24:05 +08:00
汪志鹏 e0b71056ba [BugFix]: Fix bagel online inference bug (#1804) 
Signed-off-by: princepride <wangzhipeng628@gmail.com>
 2026-03-13 08:58:44 +00:00
Gao Han 717dbee5a6 [CI failed] Disable test for zimage tensor parallelism (#1870) 
Signed-off-by: Gao Han <hgaoaf@connect.ust.hk>
 2026-03-13 14:52:48 +08:00
Gao Han 36c6cb9634 [CI failure] Comment out test_zimage_vae_patch_parallel_tp2 (#1856) 
Signed-off-by: Gao Han <hgaoaf@connect.ust.hk>
 2026-03-13 01:00:16 +08:00
Zeyu Huang | 黃澤宇andHongsheng Liu 21e621f84c [Test] Reduce SP & Offloading test cases for L2 (#1839) 
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-03-12 13:32:43 +00:00
Vensen 3306fa6611 [Feat][Diffusion]: Implement Component-Level VRAM Quota and Resource Domain Isolation (#1582) 
Signed-off-by: vensen <vensenmu@gmail.com>
 2026-03-12 12:17:18 +08:00
Didan Deng af9784c03f [Bugfix] Adjust Z-Image Tensor Parallelism Diff Threshold (#1808) 
Signed-off-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
 2026-03-11 20:30:54 +08:00
Chendi.XueandSYLAR ca37f221a8 update GpuMemoryMonitor to DeviceMemoryMonitor for all HW (#1526) 
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
Signed-off-by: Chendi.Xue <chendi.xue@intel.com>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
 2026-03-11 12:19:36 +08:00
Ting FU 6ac85d4607 [Feat] Enable expert parallel for diffusion MoE layers (#1323) 
Signed-off-by: Semmer2 <semmer@live.cn>
 2026-03-11 10:45:36 +08:00
Yuanheng Zhao 82f63a4403 [BugFix] Enable CPU offloading and Cache-DiT together on Diffusion Model (#1723) 
Signed-off-by: Yuanheng Zhao <jonathan.zhaoyh@gmail.com>
Signed-off-by: yuanheng <jonathan.zhaoyh@gmail.com>
 2026-03-09 22:25:41 +08:00
汪志鹏 7271116973 [Bagel]: Support multistage img2img (#1669) 
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
 2026-03-09 22:23:50 +08:00
wangyu 5628d41242 [Test] Solving the Issue of Whisper Model's GPU Memory Not Being Successfully Cleared and the Occasional Accuracy Problem of the Qwen3-omni Model Test (#1744) 
Signed-off-by: yenuo26 <410167048@qq.com>
 2026-03-09 21:52:56 +08:00