anodyine/vllm-omni
1
0 Fork 0
Code Issues 4 Pull Requests 2 Actions Packages Projects Releases Wiki Activity
1,271 Commits 235 Branches 31 Tags
033e4041bebcf4c7d1e4363867ce6bc438fa2e1f
Commit Graph
196 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 38aaaebeda feat(moss-tts-nano): enable progressive streaming via AR runner 
Switch from GPUGenerationWorker to AR worker with OmniARScheduler,
using the VoxCPM-style generator pattern for streaming:

- inference_stream() stored per-request in _stream_gens dict
- Each forward() call yields one audio chunk via next(generator)
- compute_logits() emits EOS only when last chunk is yielded
- AR scheduler loops until EOS, enabling progressive audio output

TTFP reduced from ~3.1s to ~0.11s (30x improvement).

Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
 2026-04-14 13:06:44 -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
Yueqian Lin 571c8d4235 fix(moss-tts-nano): also patch torchaudio.save for soundfile fallback 
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
 2026-04-14 13:06:12 -04:00
Yueqian Lin 0b8190d07f fix(moss-tts-nano): patch torchaudio.load to use soundfile when torchcodec unavailable 
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
 2026-04-14 13:06:12 -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
Yiyang "Ian" LiuandSYLAR bc4a659f03 [Bugfix] Make mrope kwargs optional in HunyuanImage3 get_mrope_input_positions (#2654) 
Signed-off-by: Yiyang Liu <yiyangliu@microsoft.com>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
 2026-04-14 14:41:28 +00:00
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
Chen-Yo Sun dd1389173b [Voxtral TTS] Fix Voxtral TTS input with text and ref_audio (#2750) 
Signed-off-by: Chen-Yo Sun <chenyo.sun@mistral.ai>
 2026-04-13 22:37:45 +00:00
Sy03Yueqian LinYueqian Lin
 		14f7910900 [Perf]: Speedup VoxCPM2 TTS performance and Support PagedAttention (#2690) 
Signed-off-by: Sy03 <1370724210@qq.com>
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
 2026-04-14 09:16:47 +12:00
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
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
Sy03 cb4d13a658 [Perf][Fish Speech] Enable CUDA Graph capture for Fast AR code predictor (#2520) 
Signed-off-by: Sy03 <1370724210@qq.com>
 2026-04-13 04:53:35 +00:00
NATURE e12250119b [Bugfix] Fix Bagel online mode for 1. Hang after several requests 2. Non-deterministic image quality regression. (#2458) 
Signed-off-by: natureofnature <wzliu@connect.hku.hk>
 2026-04-13 03:36:20 +00:00
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
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
Nick Cao eccee21c6c [Perf] Use global CUDA graph pool for MiMo Audio (#2657) 
Signed-off-by: Nick Cao <ncao@redhat.com>
 2026-04-11 13:45:26 +00:00
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
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
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
Nick CaoandClaude 149b9f179a [Perf][Qwen3-TTS][Voxtral-TTS] Share CUDA graph memory pool across decoder capture sizes (#2386) 
Signed-off-by: Nick Cao <ncao@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
 2026-04-08 20:40:17 -04:00
Zhengyuan Su (苏政渊)andClaude 486d77d797 [Feature] Enable LoRA adapter injection for BAGEL (#2490) 
Signed-off-by: Zhengyuan Su <su.zhengyuan@u.nus.edu>
Signed-off-by: Claude <noreply@anthropic.com>
Co-authored-by: Claude <noreply@anthropic.com>
 2026-04-06 19:30:52 +08:00
Will.houwillamhouClaudeHappy
 		e23b2634d1 fix(qwen3_tts): align code predictor buffer dtype with model parameters (#2470) 
Signed-off-by: willamhou <willamhou@ceresman.com>
Co-authored-by: willamhou <willamhou@ceresman.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Happy <yesreply@happy.engineering>
 2026-04-05 20:54:15 +00:00
Sy03 8b57c6205e [Perf][Fish Speech] Free unused DAC codec components to save VRAM (#2430) 
Signed-off-by: Sy03 <1370724210@qq.com>
 2026-04-05 20:49:18 +00:00
Sy03andYueqian Lin f6cfacdd16 [Perf][Qwen3-TTS] Free unused decoder in Talker SpeechTokenizer to VRAM (#2429) 
Signed-off-by: Sy03 <1370724210@qq.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
 2026-04-05 19:04:37 +00:00
Sy03 025408f693 [Fix] [Qwen3-TTS] Qwen3-TTS streaming chunk-boundary artifacts (#2480) 
Signed-off-by: Sy03 <1370724210@qq.com>
 2026-04-05 14:40:38 -04:00
Yuanheng Zhao 094907eeee [Chore] Fix Bagel model import compatibility (#2491) 
Signed-off-by: Yuanheng Zhao <jonathan.zhaoyh@gmail.com>
 2026-04-05 06:47:08 +00:00
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
Joshna-Medisetty 191b9a8dbf Voxtral TTS: drop hardcoded CUDA in audio tokenizer; add XPU stage config (#2428) 
Signed-off-by: Joshna Medisetty <joshna.medisetty@intel.com>
Signed-off-by: Joshna-Medisetty <joshna.medisetty@intel.com>
 2026-04-04 07:04:04 +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
+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
Lidang JiangandClaude Opus 4.6 515d15ef87 [Cleanup] Replace bare print() with logger and use specific exception types (#2228) 
Signed-off-by: Lidang Jiang <lidangjiang@gmail.com>
Signed-off-by: Lidang-Jiang <lidangjiang@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
 2026-04-03 23:59:07 +08:00
Sy03 7fb86d51cd [BugFix][FishSpeech] Fix structured voice clone prefill conditioning (#2446) 2026-04-03 06:56:33 +00:00
汪志鹏 fa275fd1be [BAGEL] [Feature]: Add thinking mode in Bagel multi-stage serving (#2447) 2026-04-03 11:47:57 +08:00
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
rein yang ca02351a1e [skip ci][Bugfix] clean useless log (#2450) 
Signed-off-by: Rein Yang <ruiruyang2@gmail.com>
 2026-04-02 18:07:22 +08:00
Reid de1ac5ee88 [Bugfix] Fix case-sensitivity in Qwen3 TTS speaker name lookup (#2358) 
Signed-off-by: reidliu41 <reid201711@gmail.com>
 2026-03-31 09:51:35 +00:00
LLandCanlin Guo 12a8f57934 Fix Qwen3-TTS Base on NPU running failed (#2353) 
Signed-off-by: LL <rimchew@foxmail.com>
Signed-off-by: Canlin Guo <canlinguosdu@gmail.com>
Co-authored-by: Canlin Guo <canlinguosdu@gmail.com>
 2026-03-31 12:42:21 +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
Lancer 32af3af262 [Bugfix] Fix Qwen3TTSConfig init order to be compatible with newer Tansformers(5.x) (#2306) 
Signed-off-by: Lancer <maruixiang6688@gmail.com>
 2026-03-30 09:50:16 +08:00
Junhong Liu a3e1322ad9 Qwen3-Omni][Bugfix] Replace vLLM fused layers with HF-compatible numerics in code predictor (#2291) 
Signed-off-by: Junhong Liu <98734602+LJH-LBJ@users.noreply.github.com>
 2026-03-28 23:02:44 +08:00
Yueqian Lin f55ea28005 [Qwen3TTS][Bugfix] Replace vLLM fused layers with HF-compatible numerics in code predictor (#2277) 
Signed-off-by: linyueqian <linyueqian@outlook.com>
 2026-03-28 10:47:17 +08:00
Sy03 d9912eb6e9 [Bugfix] Fix Fish Speech S2 Pro prompt handling for truncated audio & emotion tag (#2268) 
Signed-off-by: Sy03 <1370724210@qq.com>
 2026-03-28 07:00:00 +08:00
amy-why-3459 9f667ee151 [BugFix][Qwen3-Omni]Fixed the issue of incorrect answers for single words. (#2239) 
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-03-27 11:46:24 +08:00