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05883ff47065c5cc080d9b2df8191e71596fbd67
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232 Commits
Author SHA1 Message Date
Claude 05883ff470 [CI] Fix moss_tts_nano test import paths to unblock collection 
The test files imported from `tests.utils` (non-existent) and
`tests.conftest.OmniServerParams` (not lazy-exported), causing pytest
collection to fail for the whole suite. This broke unrelated CI jobs
(Diffusion Cache Backend Test, Simple Unit Test) because collection
runs across all test files even when they are deselected by marker.

Align with the pattern used by sibling TTS tests
(e.g. test_cosyvoice3_tts.py, test_voxcpm.py):
- hardware_test -> tests.helpers.mark
- OmniServerParams -> tests.helpers.runtime

https://claude.ai/code/session_01JYESRH7Ua1mc1wqKCQQs5q
 2026-04-24 15:44:03 +00:00
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
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
Alex Brooks 77e8ba0a7b [Bugfix] Fix Flux2klein Text Input Processing (#3098) 
Signed-off-by: Alex Brooks <albrooks@redhat.com>
 2026-04-24 19:54:41 +08:00
Alex Brooks 9ebfbf9fde [CI] Re-enable Prefix Cache Test (#2869) 
Signed-off-by: Alex Brooks <albrooks@redhat.com>
 2026-04-24 12:58:25 +08:00
Ricardo Noriega 05c6c9a0b6 feat: add LTX-2.3 video generation model support (#2893) 
Signed-off-by: Ricardo Noriega De Soto <rnoriega@redhat.com>
 2026-04-23 16:51:51 +08:00
NumberWan 1a7fb55b5f [BugFix] Bagel img2img e2e: drop extra_body height/width (#3054) 
Signed-off-by: NumberWan <wantszkin2003@gmail.com>
 2026-04-23 14:17:25 +08:00
Yuanheng ZhaoLHXuuuHongsheng Liu
 		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
amy-why-3459 3aa84c4742 [Tests]Add accuracy benchmark L4 test cases (#2843) 
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-04-23 09:40:43 +08:00
NumberWan ead87aa521 [BugFix] Surface diffusion metrics in chat completions; sanitize Bagel img2img mm kwargs (#2932) 
Signed-off-by: NumberWan <wantszkin2003@gmail.com>
 2026-04-22 16:57:01 +00:00
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
Liang LvandSYLAR ee15f39ea7 [AutoRound] Support Qwen Omni W4A16 quantization model (#2670) 
Signed-off-by: lvliang-intel <liang1.lv@intel.com>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
 2026-04-22 19:54:45 +08:00
amy-why-3459 9337bec9ad [Tests] Modify test cases (#2991) 
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-04-22 19:08:10 +08:00
wangyu e18cb89d5a [CI] Update test markers and configurations to use 'full_model' for L4 nightly tests (#2641) 
Signed-off-by: wangyu <410167048@qq.com>
 2026-04-22 15:14:20 +08:00
汪志鹏 e1cdd0c23b [BugFix][CI]: Fix test_omni_sleep_mode ci bug (#3010) 
Signed-off-by: princepride <wangzhipeng628@gmail.com>
 2026-04-22 12:36:20 +08:00
ChenWenjing e82c0a5e1d [ci]add merge ci for streaming input (#2965) 
Signed-off-by: CHEN <116010019@link.cuhk.edu.cn>
 2026-04-22 12:08:56 +08:00
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
Vensen e076378df1 [Feat][sleepmode] add omni sleepmode and ack protocol (#2022) 2026-04-21 08:19:53 +08:00
WeiQing Chen c2859e9cd7 [Revert] drop Wan2.2 prompt-length enforcement from #2847 (#2877) 
Signed-off-by: david6666666 <530634352@qq.com>
 2026-04-20 19:19:38 +08:00
wangyu 8a9add1c81 [CI] Restructure vLLM-Omni Test Layout, Fixture Scope, and Support Modules (#2620) 
Signed-off-by: wangyu <410167048@qq.com>
 2026-04-20 14:23:42 +08:00
amy-why-3459 0393c58533 [BugFix] Fixed the issue where --no-async-chunk was not working. (#2934) 
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-04-20 13:50:17 +08:00
Sy03 26edc7f2fb [Bugfix][VoxCPM2]: Fix vectorized_gather OOB under concurrent prefill+decode batches (#2903) 
Signed-off-by: Sy03 <1370724210@qq.com>
 2026-04-19 20:39:14 +12:00
SYLARreidliu41xiaohajiayouAlex BrooksHongsheng Liu
 		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
汪志鹏andHongsheng Liu 768931e6a4 [BugFix]: Fix multi-stage cfg bug (#2801) 
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-04-18 09:43:22 +00:00
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
Joshna-MedisettyandHongsheng Liu b5ddff7242 Nextstep online e2e (#2107) 
Signed-off-by: Joshna Medisetty <joshna.medisetty@intel.com>
Signed-off-by: Joshna-Medisetty <joshna.medisetty@intel.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-04-18 07:51:50 +08:00
Nick CaoandClaude f2edb81a59 [Cleanup] Remove dead runtime.defaults config parameters (#2343) 
Signed-off-by: Nick Cao <ncao@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
 2026-04-17 23:36:41 +08:00
wangyu b4add5bd87 [CI] Skip test_bagel[parallel_tp_2] and test_wan22_i2v_online_serving_generates_video[wan22_i2v_usp2_hsdp2] (#2883) 
Signed-off-by: wangyu <410167048@qq.com>
 2026-04-17 23:10:51 +08:00
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
Bingyu (Spencer) Liu a5a4998ece [Feature] Support Prefill-Decode disaggregation via vLLM KV transfer (#2220) 
Signed-off-by: LiuBingyu <liubingyu62@gmail.com>
 2026-04-17 18:43:17 +08:00
Alex Brooks d463978098 [Model] Support Flux1 Schnell (#2528) 
Signed-off-by: Alex Brooks <albrooks@redhat.com>
 2026-04-17 16:02:30 +08:00
LancerandHongsheng Liu bf64a6b841 [Feature] Flux2 klein inpaint (#1180) 
Signed-off-by: Lancer <maruixiang6688@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-04-17 07:55:00 +08:00
TaffyOfficialTaffyOfficialClaude Opus 4.6
 		c3ca5daafb Feat/Add HunyuanImage-3.0-Instruct ar part support: (#2713) 
Signed-off-by: TaffyOfficial <2324465096@qq.com>
Co-authored-by: TaffyOfficial <2324465096@qq.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-04-16 23:15:25 +08:00
wangyu 45760d61d2 [Test] Skip tests for known issues in audio and speaker recognition (#2851) 2026-04-16 21:27:43 +08:00
WeiQing Chen 24e61f4d7b [CI] add qwen image and layered accuracy test (#2772) 
Signed-off-by: david6666666 <530634352@qq.com>
 2026-04-16 14:52:53 +08:00
wangyu 880a758b1f [CI] Skip test_thinker_prefix_caching in tests/e2e/online_serving/test_qwen3_omni.py (#2836) 
Signed-off-by: wangyu <410167048@qq.com>
 2026-04-16 10:15:39 +08:00
Alex Brooks f1e3f03726 [feature] Hidden State Prefix Caching (#2164) 
Signed-off-by: Alex Brooks <albrooks@redhat.com>
 2026-04-15 17:01:45 +00:00
IsleOfDawnlightCeleste-jqlyj-jjjYueqian Lin
 		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
TaffyOfficial 1ad726f495 [Fix] HunyuanImage-3.0: unify naming hunyuan_image_3 → hunyuan_image3 (#2712) 2026-04-14 21:53:47 -07:00
Zeyu Huang | 黃澤宇 0d020739a7 [CI] qwen image edit L4 accuracy test (#2761) 2026-04-15 11:13:11 +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 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