Commit Graph
134 Commits
Author SHA1 Message Date
Yueqian Lin 74522ca3ec Merge branch 'main' into feat/moss-tts-nano
Signed-off-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
2026-04-24 11:00:13 -04:00
7b876324c2 [Feature] Streaming video input with EVS frame filtering (RFC #2201 Phase 2-4) (#2342)
Signed-off-by: Sy03 <1370724210@qq.com>
Co-authored-by: shimei.jmh <shimei.jmh@taobao.com>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
2026-04-24 22:54:35 +08:00
汪志鹏andSYLAR 37e5954acf [Config Refactor]: Remove bagel yaml (#2936)
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
2026-04-24 21:21:30 +08:00
wuhang 2e067bbc24 [Docs] CLI Docs updates (#2978)
Signed-off-by: wuhang <wuhang6@huawei.com>
2026-04-24 11:25:22 +08:00
3a32cd6780 [Model] Ming-flash-omni-2.0 Omni-Speech and TTS (#2890)
Signed-off-by: Yuanheng Zhao <jonathan.zhaoyh@gmail.com>
Signed-off-by: yuanheng <jonathan.zhaoyh@gmail.com>
Signed-off-by: LHXuuu <xulianhao.xlh@antgroup.com>
Co-authored-by: LHXuuu <xulianhao.xlh@antgroup.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-04-23 12:04:52 +08:00
Zeyu Huang | 黃澤宇 d8cc7a0409 [feat]: General diffusers adapter backend to run diffusion models (#2724)
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
2026-04-23 00:07:18 +08:00
Jared WenandSYLAR 554233208f [ConfigRefactor] GLM-Image (#2977)
Signed-off-by: JaredforReal <w13431838023@gmail.com>
Signed-off-by: Jared Wen <w13431838023@gmail.com>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
2026-04-22 15:09:28 +08:00
Chen-Yo SunandYueqian Lin 8e1bbc9ab5 [Feature][Voxtral TTS] Support per-model extra sampling params & add cfg_alpha for Voxtral TTS (#2338)
Signed-off-by: Chen-Yo Sun <chenyo.sun@mistral.ai>
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: Yueqian Lin <linyueqian@outlook.com>
2026-04-22 03:49:50 +00:00
Yueqian Lin b03a41a7f9 refactor(moss_tts_nano): migrate to Pipeline + Deploy schema
Follow-up to #2958. MOSS-TTS-Nano was authored before the schema refactor
and still shipped as a legacy stage_configs yaml; this aligns it with the
same layout the 5 migrated TTS models now use.

- vllm_omni/model_executor/models/moss_tts_nano/pipeline.py declares
  MOSS_TTS_NANO_PIPELINE (single LLM_AR stage, owns_tokenizer, audio
  output, stop_token_ids=[2] as a hard EOS backstop).
- vllm_omni/deploy/moss_tts_nano.yaml holds runtime knobs (max_num_seqs,
  gpu_memory_utilization, enforce_eager, default_sampling_params,
  skip_mm_profiling); trust_remote_code stays at deploy top-level.
- vllm_omni/config/pipeline_registry.py registers the entry so the lazy
  registry can resolve it.
- moss_tts_nano/__init__.py exports MossTTSNanoForGeneration (VoxCPM2 pattern).
- Removed vllm_omni/model_executor/stage_configs/moss_tts_nano.yaml.

Examples, shell scripts, READMEs, and buildkite-invoked tests are
updated to use `vllm serve <model> --omni` / `--deploy-config`
(auto-load kicks in; no --stage-configs-path or --trust-remote-code).

Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
2026-04-21 18:07:50 -04:00
Yueqian Lin 3bd77d3f8f Merge branch 'main' into feat/moss-tts-nano
Signed-off-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
2026-04-21 17:50:21 -04:00
Yueqian LinandSYLAR 3f504b45d2 [Config Refactor] Migrate 5 TTS models (VoxCPM2 / CosyVoice3 / MiMo Audio / Voxtral TTS / Fish Speech S2 Pro) to Pipeline + Deploy schema (#2958)
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
2026-04-21 21:17:53 +08:00
a3903810fe [Config Refactor][2/N] Pipeline + Deploy Config Schema (#2383)
Signed-off-by: lishunyang <lishunyang12@163.com>
Signed-off-by: reidliu41 <reid201711@gmail.com>
Signed-off-by: Alex Brooks <albrooks@redhat.com>
Co-authored-by: reidliu41 <reid201711@gmail.com>
Co-authored-by: xiaohajiayou <75477391+xiaohajiayou@users.noreply.github.com>
Co-authored-by: Alex Brooks <albrooks@redhat.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-04-19 14:36:00 +12:00
ChenWenjing 4124a1f858 [Feature]Support audio streaming input and output-phase2 (#2581)
Signed-off-by: CHEN <116010019@link.cuhk.edu.cn>
2026-04-18 15:42:41 +08:00
Nick Cao d2c23d7bd0 [Refactor] Remove resampy dependency (#2891)
Signed-off-by: Nick Cao <ncao@redhat.com>
2026-04-18 03:20:36 +00:00
Yuanheng Zhao c0ccbb872f [Model] Add Ming-flash-omni-2.0 Thinker Stage (#1822)
Signed-off-by: yuanheng <jonathan.zhaoyh@gmail.com>
Signed-off-by: Yuanheng Zhao <jonathan.zhaoyh@gmail.com>
2026-04-17 19:10:02 +08:00
4bf4c63147 Add voxcpm model support. (#2467)
Signed-off-by: Celeste-jq <591998922@qq.com>
Signed-off-by: lyj-jjj <liuyingjun5@huawei.com>
Signed-off-by: IsleOfDawnlight <stellamou@qq.com>
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: Celeste-jq <591998922@qq.com>
Co-authored-by: lyj-jjj <liuyingjun5@huawei.com>
Co-authored-by: Yueqian Lin <linyueqian@outlook.com>
2026-04-15 15:04:58 +08:00
Yueqian Lin 02e5dc747d [Perf] VoxCPM2: streaming VAE + compile optimization (45% RTF reduction) (#2758)
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
2026-04-15 09:58:25 +08:00
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
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 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
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
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