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417 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
Yiyang "Ian" LiuandCopilot 53a9cf49a6 fix: do not apply FP8 quant config to vision/audio encoders for pre-quantized checkpoints (#2702) 
Signed-off-by: Yiyang Liu <37043548+ianliuy@users.noreply.github.com>
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
 2026-04-14 13:52:32 +00:00
Bvicii 4fb078a031 [Bugfix] Reject /v1/audio/speech for Qwen omni models (#2763) 
Signed-off-by: Bvicii <yizhanhuang2002@gmail.com>
 2026-04-14 12:53:06 +00:00
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
n1ptuneandneptune bcd5f16321 [Misc] clean Temporary CI Configs (#2784) 
Signed-off-by: neptune <neptune@hust.edu.cn>
Co-authored-by: neptune <neptune@hust.edu.cn>
 2026-04-14 12:41:23 +00:00
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
NATURE 6d01a8b506 [Omni Connector] Omni Transfer Engine Connector: Enable 1-receiver-to-N-senders to support Bagel TP/CFG parallel (#2731) 
Signed-off-by: natureofnature <wzliu@connect.hku.hk>
 2026-04-14 16:06:37 +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
Samit 644edac0b6 [Perf] Optimize MP4 encoding latency in video generation (#2735) 
Signed-off-by: samithuang <285365963@qq.com>
 2026-04-14 14:20:38 +08:00
amy-why-3459 a5b38b5d0d [BugFix] Remove stage_configs_path validation (#2741) 
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-04-14 17:32:00 +12:00
Zeyu Huang | 黃澤宇 8d23549b29 [CI] Qwen image edit performance benckmark (#2216) 
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
 2026-04-14 11:35:56 +08:00
Chen-Yo Sun c9e2e3e8d7 [Voxtral TTS] Correct decode steps param in Voxtral TTS (#2524) 
Signed-off-by: Chen-Yo Sun <chenyo.sun@mistral.ai>
 2026-04-13 17:53:35 +00:00
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
Yuanheng Zhao e0cdbe9a5d [Misc] Cleanup: use consistent pytest-mock in unit tests (#2698) 
Signed-off-by: yuanheng <jonathan.zhaoyh@gmail.com>
 2026-04-13 19:21:42 +08:00
amy-why-3459 ef3f72b9ae [Tests][Qwen3-Omni]Modify Qwen3-Omni performance test cases (#2600) 
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-04-13 19:03:13 +08:00
Chenguang Zheng 155583f49f [Bugfix] Release stage launch lock before handshake (#2717) 
Signed-off-by: Chenguang ZHENG <645327136@qq.com>
 2026-04-13 18:35:59 +08:00
JohnJanandwuzhongjian cd2761e15c [Feature]: support Flux.2-dev tea_cache (#1871) 
Co-authored-by: wuzhongjian <wuzhongjian@cmss.chinamobile.com>
 2026-04-13 17:51:48 +08:00
NATUREandHongsheng Liu 0d4e975e1b [core]refactor communication layer: PR1(Added Refactor Infra Only) (#1555) 
Signed-off-by: natureofnature <wzliu@connect.hku.hk>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-04-13 16:01:14 +08:00
amy-why-3459 2b70e89535 [Revert] Revert "[Log] Wire stat loggers into AsyncOmniEngine to match AsyncLL… (#2716) 
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-04-13 14:55:16 +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
Jiaqian LiuandCanlin Guo 8097747a5d [Model] Adapt Wan2.2-I2V-A14B via LightX2V offline conversion path (#2134) 
Signed-off-by: Celeste-jq <591998922@qq.com>
Co-authored-by: Canlin Guo <canlinguosdu@gmail.com>
 2026-04-13 14:20:04 +08:00
Zhengyuan Su (苏政渊)andClaude Opus 4.6 eb1a801b21 [Feat] Override single stage CLI args when stage_configs_path is set in OmniEngineArgs (#2684) 
Signed-off-by: Zhengyuan Su <su.zhengyuan@u.nus.edu>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-04-13 11:08:52 +08:00
Canlin Guo 95b5b2ee43 [Bugfix] Fix UT for the missing of log_stats in Engine (#2706) 
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
 2026-04-12 22:14:43 +08:00
zhou zhuoxin 16041ab550 [Refactor] Extend CFG Parallel to support 3 or 4 branch dispatch across M GPUs (#2423) 2026-04-12 22:06:49 +08:00
Alex BrooksandSYLAR ef230ac720 [Bugfix] Fix Incompatible Multihook Integration (TeaCache <-> CPU Offload) (#2689) 
Signed-off-by: Alex Brooks <albrooks@redhat.com>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
 2026-04-12 21:44:06 +08:00
Canlin Guo 5d58abb11e [Log] Wire stat loggers into AsyncOmniEngine to match AsyncLLM (#2551) 
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
 2026-04-12 19:54:23 +08:00
ReidandHongsheng Liu 38dfe56fdf [Bugfix] Validate speaker in chat endpoint and fix case-insensitive lookup (#2407) 
Signed-off-by: reidliu41 <reid201711@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-04-12 00:14:16 -04:00
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
teithandYueqian Lin 001f2e32e2 [BUG FIX]: prevent EngineCore crash when Qwen TTS Base task is missing ref_text (#2203) 
Signed-off-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
 2026-04-11 02:46:38 +00:00
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
Nick CaoandClaude 2bc183f6f0 [Refactor] Remove dependency on librosa (#2273) 
Signed-off-by: Nick Cao <ncao@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
 2026-04-11 02:11:31 +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
JinhengClaude Opus 4.5Canlin Guo
 		78bef62f82 [Profiler] Add Nsight Systems support for serving (#1098) 
Signed-off-by: Jinheng Li <ahengljh@gmail.com>
Signed-off-by: Canlin Guo <961750412@qq.com>
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
Co-authored-by: Canlin Guo <961750412@qq.com>
 2026-04-10 18:13:12 +08:00
bjf-frz fbb5dd5794 [Bugfix]: modify diffusion pipeline profiler result in videos (#2647) 
Signed-off-by: bjf-frz <frz123db@gmail.com>
 2026-04-10 16:48:06 +08:00
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
Yueqian Lin 94232436bb [Feat][FishSpeech] Cache DAC-encoded ref audio for voice cloning (#2609) 
Signed-off-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
 2026-04-10 10:34:03 +08:00
Sy03 694be6f2e1 [Bugfix] Fix Fish Speech voice clone FileNotFoundError on multi-GPU (#2606) 
Signed-off-by: Sy03 <1370724210@qq.com>
 2026-04-09 20:34:34 +00:00
WeiQing Chen 85d63c47f9 [Bugfix] Fix Qwen-Image min-size normalization for tiny requests (#2637) 
Signed-off-by: David Chen <530634352@qq.com>
 2026-04-09 20:51:01 +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
Ziming Huang d2aa9cf08a Revert "[Fix] Fix slow hasattr in CUDAGraphWrapper.__getattr__ (#1982)" (#2639) 
Signed-off-by: ZeldaHuang <hzm414167@alibaba-inc.com>
 2026-04-09 17:19:58 +08:00
Haco汪志鹏SYLAR
 		2d980133fe [Bugfix] Fix precedence between caller runtime args and default stage configs (#2076) 
Signed-off-by: xiaohajiayou <923390377@qq.com>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
 2026-04-09 16:44:31 +08:00
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
Zhengyuan Su (苏政渊)andClaude Opus 4.6 92c788e5fd [Misc] Clean up method name in BAGEL. (#2501) 
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 14:55:15 +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
wangyu 0edc356fc8 [CI]Refactor nightly test configuration in Buildkite, Add group for Omni and Diffusion models (#2582) 
Signed-off-by: wangyu <410167048@qq.com>
 2026-04-09 14:35:35 +08:00