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189 Commits
Author SHA1 Message Date
Yueqian Lin 45e8829f07 docs(moss-tts-nano): add e2e online serving test and user guide docs 
- Add online serving e2e test (non-streaming, streaming, Chinese)
- Add online serving user guide doc (API, voices, Gradio, curl/Python)
- Add offline inference user guide doc

Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
 2026-04-14 13:06:44 -04:00
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
amy-why-3459 f03ab38783 [BugFix] Fix NoneType' object has no attribute 'detach' (#2797) 
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-04-14 10:26:55 -04:00
wangyu 5ce0a43492 [CI][Bugfix] Update thresholds for accuracy tests (#2725) 
Signed-off-by: wangyu <410167048@qq.com>
 2026-04-14 20:48:04 +08:00
amy-why-3459 159d6558ea [Tests][Qwen3-Omni]Add test cases for long videos and long audios. (#2598) 
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-04-14 19:36:02 +08:00
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
Didan Deng 6b5a52ae31 [Bugfix] Update Flux2-dev & Dynin_omni L4 e2e test (#2723) 
Signed-off-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
 2026-04-13 20:50:38 +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
Yuanheng ZhaoHongsheng LiuSYLAR
 		c20cac86ce [Bugfix] Restore user config/runtime stage init timeout (#2519) 
Signed-off-by: yuanheng <jonathan.zhaoyh@gmail.com>
Signed-off-by: Yuanheng Zhao <jonathan.zhaoyh@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
 2026-04-12 00:48:47 +08:00
Juan Pablo Zuluaga f7e8df9dbd [TTS][OmniVoice] Add voice cloning support for OmniVoice TTS (#2676) 
Signed-off-by: JuanPZuluaga <juanz9312@gmail.com>
 2026-04-11 12:14:03 -04:00
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
wuhangandDidan Deng cb91cbe61e [Entrypoint][Refactor]Stage CLI Refactor (#2020) 
Signed-off-by: wuhang <wuhang6@huawei.com>
Signed-off-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
 2026-04-10 14:40:37 +08:00
JohnJan f3f2dc590c [Feature]: support Flux.2-dev CFG-Parallel (#2010) 2026-04-10 13:55:21 +08:00
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
LancerandDidan Deng 328de586aa [Feat] support for multi-block layerwise offloading, fix top-level parameters/buffers staying on CPU (#1486) 
Signed-off-by: Lancer <maruixiang6688@gmail.com>
Signed-off-by: Lancer <402430575@qq.com>
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
 2026-04-06 11:49:35 +08:00
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
Yueqian Lin d92439c155 [CosyVoice3] Fix vLLM 0.19.0 compatibility issues (#2486) 2026-04-05 08:45:49 +08:00
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 4c031580cf [CosyVoice3] Add online serving support, fix stage config, and add CI tests (#2431) 
Signed-off-by: linyueqian <linyueqian@outlook.com>
 2026-04-04 14:55:15 +13:00
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
zhumingjue138 50bb47a629 [Test] Skip tests/e2e/online_serving/test_zimage_expansion.py due to issue #2435 (#2454) 2026-04-02 20:32:57 +08:00
Binh TangBinh TangDidan Deng
 		458f402323 Add VACE support for WAN 2.1 conditional video generation (#1885) 
Signed-off-by: Binh Tang <tangbinhna@gmail.com>
Signed-off-by: Binh Tang <binht@netflix.com>
Signed-off-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
Co-authored-by: Binh Tang <binht@netflix.com>
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
 2026-04-02 15:42:50 +08:00
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
Lancer 70a62651b9 [Feat] support HSDP for Qwen-image series, Z-Image, GLM-Image (#2029) 
Signed-off-by: Lancer <maruixiang6688@gmail.com>
 2026-04-01 20:01:09 +08:00
TJian 4e4bbc42a6 [CI] Tune GPU resources for test (#2401) 
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
 2026-04-01 19:37:34 +08:00
Wu JIAZHENandjader 3fd4a4dc27 [Feat] Support step-boundary abort in diffusion (#1769) 
Signed-off-by: jader <yjader@foxmail.com>
Signed-off-by: asukaqaq-s <1311722138@qq.com>
Co-authored-by: jader <yjader@foxmail.com>
 2026-04-01 17:25:02 +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
WeiQing Chen e68ca4aa5c [CI]test: add wan22 i2v video similarity e2e (#2262) 
Signed-off-by: David Chen <530634352@qq.com>
 2026-03-31 16:15:47 +08:00
WeiQing Chen 0cbd1cbeb8 [CI] fix test: use minimum supported layered output count (#2350) 
Signed-off-by: David Chen <530634352@qq.com>
 2026-03-31 14:59:00 +08:00
wangyuandAlicia c1a978ae8d [Test] Add qwen3-omni tests for audio_in_video and one word prompt (#2097) 
Signed-off-by: yenuo26 <410167048@qq.com>
Signed-off-by: wangyu <410167048@qq.com>
Signed-off-by: wangyu <53896905+yenuo26@users.noreply.github.com>
Co-authored-by: Alicia <115451386+congw729@users.noreply.github.com>
 2026-03-31 14:30:12 +08:00
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
Daniel Huang d0edd3e4e3 [bugfix] Remove duplicate yaml entry (#2279) 
Signed-off-by: Daniel Huang <daniel1.huang@intel.com>
 2026-03-28 06:59:13 +08:00
Junhong Liu c51adeacde [CI] Add online e2e test for MIMO-Audio (#2129) 
Signed-off-by: Junhong Liu <98734602+LJH-LBJ@users.noreply.github.com>
 2026-03-27 17:19:54 +08:00
Bingyu (Spencer) Liu 0db2b3c8f2 [CI] Add sd3 for test (#2219) 
Signed-off-by: LiuBingyu <liubingyu62@gmail.com>
 2026-03-27 08:31:56 +00:00
bjf-frz 94e6a96fb8 [Bugfix]fix_test_bagel_online (#2237) 
Signed-off-by: bjf-frz <frz123db@gmail.com>
 2026-03-27 15:20:48 +08:00
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
Samit 61e0ec517d [Test] L4 complete diffusion feature test for Qwen-Image models (#1869) 
Signed-off-by: samithuang <285365963@qq.com>
Signed-off-by: Samit <285365963@qq.com>
 2026-03-27 14:03:50 +08:00
Gao Han 4be54ccec4 [CI] Skip tests due to L3 CI failure (#2245) 
Signed-off-by: Gao Han <hgaoaf@connect.ust.hk>
 2026-03-27 10:35:35 +08:00