anodyine/vllm-omni
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033e4041bebcf4c7d1e4363867ce6bc438fa2e1f
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117 Commits
Author SHA1 Message Date
Yueqian Lin 033e4041be fix(moss-tts-nano): remove unused voice variable (ruff F841) 
The upstream inference_stream() API has no voice/spk parameter;
voice preset selection is not yet wired into the call. Remove the
dead assignment to silence ruff F841.

Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
 2026-04-14 13:11:43 -04:00
Yueqian Lin fc81b8504a feat(moss-tts-nano): add online serving, Gradio demo, and fix /v1/audio/speech integration 
- Register moss_tts_nano as TTS model stage in serving_speech.py
  (model detection, validation, prompt building)
- Fix registry mod_relname: moss_tts_nano -> modeling_moss_tts_nano
- Fix stage config: is_comprehension=true (required for generate task)
- Fix default mode: voice_clone -> continuation (built-in presets)
- Add compute_logits stub for VllmModelForTextGeneration protocol
- Remove unused _sentinel nn.Parameter
- Add Gradio demo with AudioWorklet streaming player (48kHz stereo)
- Add online/offline serving docs and launch scripts

TODO: Single-stage generation models don't support true streaming
(progressive audio chunks). Current TTFP = full generation time.
Needs multi-step scheduling support in GPUGenerationModelRunner.

Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
 2026-04-14 13:06:44 -04:00
iancarrasco-b10 48c30bc399 [Qwen3-TTS] Remove hardcoded distributed_executor_backend to improve single-GPU performance (#2604) 
Signed-off-by: Ian Carrasco <ian.carrasco@baseten.co>
 2026-04-14 14:49:13 +08:00
Yueqian Lin d9e745ce2c [Fix] VoxCPM2: support raw audio for voice cloning via OpenAI API (#2720) 
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
 2026-04-13 06:30:56 +00:00
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
Samit d1fef41266 [Doc] Add LTX-2 online serving deployment recipes with optimization benchmarks (#1971) 
Signed-off-by: samithuang <285365963@qq.com>
Signed-off-by: Samit <285365963@qq.com>
 2026-04-11 16:50:03 +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
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
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
Lancer 8609bc8ed9 [Feat] image2image for Z-Image (#1580) 
Signed-off-by: Lancer <maruixiang6688@gmail.com>
Signed-off-by: Lancer <402430575@qq.com>
 2026-04-08 14:41:24 +08:00
Markus / Markandmarksverdhai feefdaee9f [Bugfix] Accept 'speaker' as alias for 'voice' in TTS speech API (#2424) 
Signed-off-by: marksverdhei <marksverdhei@hotmail.com>
Signed-off-by: marksverdhai <249650165+marksverdhai@users.noreply.github.com>
Co-authored-by: marksverdhai <249650165+marksverdhai@users.noreply.github.com>
 2026-04-07 15:07:01 +00:00
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
+11
Juan Pablo ZuluagaJuanPZuluagaYi LiuHongsheng LiuCanlin GuoBinh TangBinh TangDidan Dengrein yangzhumingjue138ChenWenjingvraiti汪志鹏Sy03chickeytonJerry SongLidang JiangClaude Opus 4.6Alex BrookslinyueqianYueqian Lin
 		f50c5a413f [Qwen3TTS] [TTS] [Feat] Refactor voice cache manager (#2108) 
Signed-off-by: JuanPZuluaga <juanz9312@gmal.com>
Signed-off-by: yiliu30 <yi4.liu@intel.com>
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
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>
Signed-off-by: Rein Yang <ruiruyang2@gmail.com>
Signed-off-by: CHEN <116010019@link.cuhk.edu.cn>
Signed-off-by: vraiti <vraiti@redhat.com>
Signed-off-by: Songrui625 <songrui625@gmail.com>
Signed-off-by: Lidang Jiang <lidangjiang@gmail.com>
Signed-off-by: Lidang-Jiang <lidangjiang@gmail.com>
Signed-off-by: Alex Brooks <albrooks@redhat.com>
Co-authored-by: JuanPZuluaga <juanz9312@gmal.com>
Co-authored-by: Yi Liu <yi4.liu@intel.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Canlin Guo <canlinguosdu@gmail.com>
Co-authored-by: Binh Tang <tangbinhna@gmail.com>
Co-authored-by: Binh Tang <binht@netflix.com>
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
Co-authored-by: rein yang <73573651+R2-Y@users.noreply.github.com>
Co-authored-by: zhumingjue138 <zhumingjue@huawei.com>
Co-authored-by: ChenWenjing <54166744+Shirley125@users.noreply.github.com>
Co-authored-by: vraiti <vraiti@redhat.com>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: Sy03 <1370724210@qq.com>
Co-authored-by: chickeyton <ngton2014@gmail.com>
Co-authored-by: Jerry Song <46962917+Songrui625@users.noreply.github.com>
Co-authored-by: Lidang Jiang <119769478+Lidang-Jiang@users.noreply.github.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Alex Brooks <albrooks@redhat.com>
Co-authored-by: linyueqian <linyueqian@outlook.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
 2026-04-03 16:51:58 -04:00
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
ChenWenjingandHongsheng Liu 728cf6d023 [Feature] add session based audio streaming input (#2208) 
Signed-off-by: CHEN <116010019@link.cuhk.edu.cn>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-04-02 22:51:41 +08:00
Samit 7b965a7b6c [Feat][Benchmark] Add synchronous video generation endpoint POST /v1/videos/sync for benchmark test (#2049) 
Signed-off-by: samithuang <285365963@qq.com>
 2026-04-01 10:47:33 +08:00
汪志鹏 369f301a1b [BugFix] Add BAGEL single-stage diffusion config and fix multiple <im_start><im_end> bug (#2381) 
Signed-off-by: princepride <wangzhipeng628@gmail.com>
 2026-04-01 09:19:13 +08:00
noobHappylife 7cb7b3e8ad Fix Qwen3-TTS gradio demo (#2372) 
Signed-off-by: noobhappylife <aratar1991@hotmail.com>
 2026-03-31 11:42:09 +00:00
chickeyton fa0792a0aa [Doc] Add transformers version requirement in GLM-Image example doc (#2265) 
Signed-off-by: chickeyton <ngton2014@gmail.com>
 2026-03-29 15:56:51 +00:00
Lidang Jiang 168bea2440 [Misc] Make gradio an optional dependency and upgrade to >=6.7.0 (#2221) 
Signed-off-by: Lidang-Jiang <lidangjiang@gmail.com>
Signed-off-by: Lidang Jiang <lidangjiang@gmail.com>
 2026-03-28 12:33:55 -04:00
amy-why-3459 eced989b40 [Docs] Modify the documentation description for streaming output (#2300) 
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-03-28 11:24:15 +00:00
SamitZeyu Huang | 黃澤宇gcanlin
 		d96d63cb7f [Doc] Improve diffusion generation parameter docs for online serving (#2051) 
Signed-off-by: samithuang <285365963@qq.com>
Signed-off-by: Samit <285365963@qq.com>
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Co-authored-by: Zeyu Huang | 黃澤宇 <11222265+fhfuih@users.noreply.github.com>
Co-authored-by: gcanlin <canlinguosdu@gmail.com>
 2026-03-26 15:12:16 +00:00
Juan Pablo ZuluagaandYueqian Lin 574ec99ef4 [Qwen3TTS][ServingSpeech] Bugfix/voice upload and add optional ref_text (#2046) 
Signed-off-by: JuanPZuluaga <juanz9312@gmail.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
 2026-03-26 14:26:52 +00:00
rein yang 8305477750 [Bugfix] remove default sampling parameters (#2173) 2026-03-25 20:34:13 -07:00
Baoyuan Qi 807f3133d7 [skip ci][Docs] Add FlashAttention requirement for audio generation to prevent noise-only outputs in mimo-audio model (#2205) 
Signed-off-by: 齐保元 <qibaoyuan@xiaomi.com>
 2026-03-26 10:21:00 +08:00
Markus / MarkYueqian Linlinyueqian
 		29936a3edd [Frontend] Speaker embedding support for speech and voices APIs (#1227) 
Signed-off-by: marksverdhei <marksverdhei@hotmail.com>
Signed-off-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
Signed-off-by: linyueqian <linyueqian@outlook.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
Co-authored-by: linyueqian <linyueqian@outlook.com>
 2026-03-25 19:02:48 +00:00
rohinarora73andYueqian Lin 482e878ed1 Add TTS Text Preprocessing to Gradio Demo (#2152) 
Signed-off-by: rohinarora73 <rohin.arora@mistral.ai>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
 2026-03-25 01:28:00 +00:00
Chen-Yo SunandYueqian Lin 8d75700321 [Voxtral TTS] Add multilingual support in gradio demo (#2151) 
Signed-off-by: Chen-Yo Sun <chenyo.sun@mistral.ai>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
 2026-03-25 01:20:32 +00:00
dsinghvi e7e05a55cf [Feature] Speech batch entrypoint (#1701) 
Signed-off-by: dsinghvi <divyanshsinghvi@gmail.com>
Signed-off-by: Divyansh Singhvi <divyanshsinghvi@gmail.com>
 2026-03-24 10:52:01 -04:00
Yueqian Lin 7f112041da [Bugfix] Fix high TTFP for Base task in Gradio TTS demo (#2116) 
Signed-off-by: linyueqian <linyueqian@outlook.com>
 2026-03-24 22:47:09 +08:00
Canlin Guo 7bcd43f456 [Docs][skip ci] Fix omni and tts docs (#2130) 
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
 2026-03-24 22:39:23 +08:00
Alicia b2b061a9b3 [skip ci] Keep the latest version. (#2112) 
Signed-off-by: Alicia <115451386+congw729@users.noreply.github.com>
 2026-03-24 14:26:20 +08:00
rein yang 3cdf28828e [Feature] support to change the speaker of qwen3-omni (#1963) 
Signed-off-by: Rein Yang <ruiruyang2@gmail.com>
 2026-03-24 13:53:24 +08:00
Egor Chernobrovkin d16be833e1 [Bugfix] Support base64 input for --ref-audio in Qwen3-TTS client (#1389) 
Signed-off-by: Egor Chernobrovkin <33jasooon33@gmail.com>
 2026-03-23 22:36:36 -07:00
rongfu.leng b239bf0b7d [Feature] Add a extra body param in create video api (#1955) 
Signed-off-by: rongfu.leng <lenronfu@gmail.com>
 2026-03-24 13:02:35 +08:00
Yueqian Lin 8b102bdac1 [Feat][Qwen3-TTS] Better Qwen3-TTS online serving demo (#1857) 
Signed-off-by: linyueqian <linyueqian@outlook.com>
 2026-03-24 12:06:41 +08:00
SYLAR汪志鹏Hongsheng Liu
 		6838533998 [Model] Add HunyuanVideo-1.5 T2V and I2V support (#1516) 
Signed-off-by: lishunyang <lishunyang12@163.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-03-21 21:26:39 +08:00
Patrick von Platen c1c0a5b3cd [Voxtral] Improve example (#2045) 
Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com>
 2026-03-21 05:27:43 +00:00
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
Chen-Yo Sun e9fe78e28c [Model] Add Voxtral TTS model (#1803) 
Signed-off-by: Chen-Yo Sun <chenyo.sun@mistral.ai>
 2026-03-19 16:02:11 -04:00
Ian EavesSamitGao Han
 		92f771d455 [Frontend] Rewrite video API for async job lifecycle (#1665) 
Signed-off-by: Ian Eaves <ian.k.eaves@gmail.com>
Signed-off-by: Samit <285365963@qq.com>
Co-authored-by: Samit <285365963@qq.com>
Co-authored-by: Gao Han <gaohan19@huawei.com>
 2026-03-13 17:11:06 +08:00
Yueqian Lin 366b3368ea Add Fish Speech S2 Pro support with online serving and voice cloning (#1798) 
Signed-off-by: linyueqian <linyueqian@outlook.com>
 2026-03-12 16:20:52 -04:00
Sy03Yueqian Linlinyueqian
 		5d28b6a40c [Feat][Qwen3-TTS] Support streaming audio output for websocket (#1719) 
Signed-off-by: Sy03 <1370724210@qq.com>
Signed-off-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
Signed-off-by: linyueqian <linyueqian@outlook.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
Co-authored-by: linyueqian <linyueqian@outlook.com>
 2026-03-11 23:48:41 -04:00
SYLARandlinyueqian c51b4fd7b8 [Feat][Qwen3-tts]: Add Gradio demo for online serving (#1231) 
Signed-off-by: lishunyang <lishunyang12@163.com>
Signed-off-by: linyueqian <linyueqian@outlook.com>
Co-authored-by: linyueqian <linyueqian@outlook.com>
 2026-03-11 09:36:02 +08:00
Juan Pablo Zuluagaandpablo 1d0a97f0d1 [feat][Qwen3TTS] Simple dynamic TTFA based on Code2Wav load (#1714) 
Signed-off-by: pablo <pablo@agigo.ai>
Co-authored-by: pablo <pablo@agigo.ai>
 2026-03-10 21:02:33 +00:00
Hongsheng Liu 4027534dbf Revert "Add online serving to Stable Audio Diffusion and introduce v1/audio/generate endpoint" (#1789) 2026-03-10 22:40:48 +08:00
Ekagra Ranjan 7a560492a2 Add online serving to Stable Audio Diffusion and introduce v1/audio/generate endpoint (#1255) 2026-03-09 13:36:46 -04:00
Ricardo Noriega 112a9aa237 [Feature] Add Helm Chart to deploy vLLM-Omni on Kubernetes (#1337) 
Signed-off-by: Ricardo Noriega De Soto <rnoriega@redhat.com>
 2026-03-09 16:02:23 +00:00
zhaotyerlinyueqianYueqian Lin
 		41964cb90a feat(tts): add voice upload API for Qwen3-TTS (#1201) 
Signed-off-by: linyueqian <linyueqian@outlook.com>
Co-authored-by: linyueqian <linyueqian@outlook.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
 2026-03-09 11:02:11 +08:00
Juan Pablo Zuluagaandpablo 6a45efb287 [Feat][Qwen3TTS] reduce TTFA with flexible initial phase (#1583) 
Signed-off-by: pablo <pablo@agigo.ai>
Co-authored-by: pablo <pablo@agigo.ai>
 2026-03-05 23:14:41 +08:00