anodyine/vllm-omni
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28dd49a54100db62a395347bd3b6f4ba52ea3a81
Commit Graph
1579 Commits
Author SHA1 Message Date
Sy03 28dd49a541 [Maintenance] Refresh MOSS-TTS optimization on main 
Signed-off-by: Sy03 <1370724210@qq.com>
 2026-09-09 12:46:57 +08:00
xutianle 968f3e379c [Bugfix][CosyVoice3] Resolve hash snapshot pipeline (#6896) 
Signed-off-by: xutianle <xutianle@fudan.edu.cn>
 2026-09-08 20:33:38 -07:00
Allen WuandTRAE CLI f2e30f46b6 [Bugfix][TTS] Isolate shared Higgs v3 reference encode from request cancellation (#7076) 
Signed-off-by: Allen Wu <allenwu2795@gmail.com>
Co-authored-by: TRAE CLI <traecli@bytedance.com>
 2026-09-08 20:32:05 -07:00
Jim Ban 358b7d79c1 [Bugfix][Frontend] Enforce image pixel limits for video input references (#6963) 
Signed-off-by: BANANASJIM <bananasjim1@gmail.com>
 2026-09-08 20:31:54 -07:00
Ziming Wang 43b697541a [Bugfix][Frontend] Clear the P0 multimodal cache through the renderer (#7003) 
Signed-off-by: ZenAlexa <zimingwang945@gmail.com>
 2026-09-08 20:31:42 -07:00
Rakesh KariyaCursorClaude Opus 5
 		2bae550c04 [Frontend] Opt-in WebSocket TTS split_granularity and session seed (#7046) 
Signed-off-by: rk9595 <rakesh.kariya@somaiya.edu>
Signed-off-by: Rakesh Kariya <rakesh.kariya@somaiya.edu>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
 2026-09-08 19:15:59 -07:00
zhengjiaandCursor 81c1c460b3 [Bugfix][Frontend] Accept the msgpack-numpy package's numpy markers on the OpenPI endpoint (#6051) 
Signed-off-by: zjli2013 <leezhengjiang@126.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-09-08 19:15:48 -07:00
NancyFyongandNancyFyong e74fe3c6e8 [Model] Add Audio8 TTS Preview 0.6B (DualAR, 44.1 kHz codec) (#6157) 
Signed-off-by: NancyFyong <NancyFyong@users.noreply.github.com>
Co-authored-by: NancyFyong <NancyFyong@users.noreply.github.com>
 2026-09-08 19:00:25 -07:00
boatman cdf027874c [Feat][OmniVoice]Support Varlen Attn, Request-Batch and Step-Execution (#6408) 
Signed-off-by: boatman <109857087+sphinxkkkbc@users.noreply.github.com>
 2026-09-08 18:58:38 -07:00
eval d7678e2bb3 [Bugfix][MiniCPM-o] Fix the audio_embeds input path (#5730) 
Signed-off-by: eval-dev <0xe5bca0@gmail.com>
Signed-off-by: eval <74645252+eval-dev@users.noreply.github.com>
 2026-09-08 18:41:42 -07:00
Zhichao Zhang 5078c7ad66 [Bugfix][MiMo-Audio] Align code2wav decode with tokenizer device (#6539) 
Signed-off-by: chaosansui <zzc15560846421@163.com>
Signed-off-by: Zhichao Zhang <60429419+smartDream-chao@users.noreply.github.com>
 2026-09-08 18:38:11 -07:00
Anjie HouandClaude Opus 5 b6f4df320d [Refactor][Diffusion] Resolve offload topology through one plan resolver (#7209) 
Signed-off-by: specture724 <specture724@gmail.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
 2026-09-09 08:17:38 +08:00
Tianyao Wu b3dd45874a [Bugfix] Build the forced-aligner prompt without a chat template (word timestamps one bin late) (#7240) 
Signed-off-by: Tianyao Wu <rayroy31@gmail.com>
 2026-09-08 19:27:38 +00:00
Lei KeandKrystalRay 5e4baea64d [Bugfix][NPU] Limit MiniMax H3 modulation grid size (#6794) 
Signed-off-by: KrystalRay <keeleiray@gmail.com>
Co-authored-by: KrystalRay <keeleiray@gmail.com>
 2026-09-08 09:08:46 -07:00
Harry MellorHongsheng LiuClaude Opus 5
 		fdaf4e31bd Add vLLM-Omni library info to Hugging Face Hub requests (#5381) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-09-08 10:08:38 -06:00
liangmenghuangandClaude Fable 5.1 7a80b79698 [Bugfix][Model] GR00T-N1.7: honor the per-request seed for flow-matching noise (#7253) 
Signed-off-by: liangmengh <liangmengh@nvidia.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
 2026-09-08 15:53:20 +00:00
andyluo7 de1b0708bd [CI][ROCm] Route LTX2 Ulysses parity to two-GPU lane (#7234) 
Signed-off-by: andyluo7 <andy.luo@amd.com>
 2026-09-08 22:59:37 +08:00
Honghan Zhuandamy-why-3459 d59d166485 [Bugfix] Preserve additional_config for LLM stages (#7272) 
Signed-off-by: zhuhh97 <zhuhonghan@huawei.com>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-09-08 20:44:49 +08:00
Shuolei Wang 5378b77be4 [Model][JoyAI-VL-Interaction] Add native multi-stage pipeline (#5352) 
Signed-off-by: Shuolei Wang <shuoleiwang123@gmail.com>
 2026-09-08 05:07:08 -07:00
liangmenghuangandClaude Fable 5.1 d7740336ff [Bugfix][Model] GR00T-N1.7: honor processor_config image pipeline (use_albumentations / crop_fraction / letter_box_transform) to match Isaac-GR00T (#7083) 
Signed-off-by: liangmengh <liangmengh@nvidia.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
 2026-09-08 18:59:01 +08:00
LHXuuu c9c25b33c3 [Frontend] Add server-side VAD for turn-based omni models (#6618) 
Signed-off-by: LHXuuu <xulianhao.xlh@antgroup.com>
 2026-09-08 03:17:00 -07:00
Sy03 92cecf0296 [Bugfix] Score complete long audio in Seed-TTS WER 
Retain audio beyond the default Whisper 30-second window and enable long-form timestamp decoding. Extend the existing transcription regression with a 61-second case while preserving the short-audio path. Clarify the existing test loader and per-turn request copy for static checking.

Signed-off-by: Sy03 <1370724210@qq.com>
 2026-09-08 17:40:59 +08:00
andyluo7andwangyu b58ff5cb8b [CI/Build] Wait for duplex reaper recovery in retry test (#7225) 
Signed-off-by: andyluo7 <andy.luo@amd.com>
Co-authored-by: wangyu <53896905+yenuo26@users.noreply.github.com>
 2026-09-08 17:10:51 +08:00
tlysanhuo 7c2e30afd3 [Bugfix] Bound omni benchmark per-request timeout to 15 min by default (#7130) 
Signed-off-by: tly <2200895168@qq.com>
 2026-09-08 02:00:25 -07:00
Chenguang Zheng f3fabe4145 [Bugfix] Keep --disable-log-stats out of stage config resolution (#7237) 
Signed-off-by: Chenguang ZHENG <645327136@qq.com>
 2026-09-08 16:19:07 +08:00
Sy03 8231f5c978 [Bugfix] Use reference transcripts for MOSS-TTS Local continuation 
Build the official assistant audio prefix when Local cloning requests include a reference transcript. Preserve the audio-only fallback, conditioning cache identity, seed and output budget. Cover the prompt contract and fallback in the existing adapter tests.

Signed-off-by: Sy03 <1370724210@qq.com>
 2026-09-08 16:00:43 +08:00
Honghan Zhu c086554d1f [Perf]Boogu-Image Skip dense attention masks (#6871) 
Signed-off-by: zhuhh97 <zhuhonghan@huawei.com>
 2026-09-08 00:53:20 -07:00
wuli666 c704aeccae [Bugfix] Fix Step-Audio2 L4 CI KV cache allocation (#6839) 
Signed-off-by: wuli666 <421774554@qq.com>
 2026-09-08 14:17:33 +08:00
Chenguang Zheng 087ac46318 [Refactor 1/N] Centralize Omni config resolution (#5140) 
Signed-off-by: Chenguang ZHENG <645327136@qq.com>
 2026-09-08 10:30:26 +08:00
Deep Shahandamy-why-3459 1413eaab7c [Bugfix][Qwen3-Omni] Read code-predictor RoPE theta from rope_parameters (#7228) 
Signed-off-by: Deep Shah <deep@socratic.co>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-09-08 10:25:27 +08:00
ZacheryAU b1ec136bd7 [Frontend] Add omni benchmark support for image and video endpoints (#4728) 2026-09-08 09:28:21 +08:00
Yueqian Lin e1c59edec6 [Refactor] fish_speech: vendor DAC codec modules, drop external fish-speech dependency (#4871) 
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
 2026-09-08 09:22:36 +08:00
boatman 043f03d576 [Migrate]Move model-specific helpers out of serving_speech (#6697) 
Signed-off-by: boatman <109857087+sphinxkkkbc@users.noreply.github.com>
 2026-09-08 08:59:45 +08:00
Jierui (Jerry) Xu c3498fb869 [Model] Add Boogu-Image Turbo pipeline resolution (#6961) 
Signed-off-by: Jerry Xu <xjr2423@gmail.com>
 2026-09-08 08:59:23 +08:00
Anjie HouClaude Sonnet 5Hongsheng Liu
 		6942a5b600 [1/N] Stream Wan VAE chunks to the media consumer (#7016) 
Signed-off-by: specture724 <specture724@gmail.com>
Co-authored-by: Claude Sonnet 5 <noreply@anthropic.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-09-08 07:41:13 +08:00
Rahul SteigerandNils Hoffmann 3b335814cc [Bugfix][Cosmos3] Fix distributed Transfer output envelope (#7205) 
Signed-off-by: Rahul Steiger <rsteiger@nvidia.com>
Co-authored-by: Nils Hoffmann <nhoffmann@nvidia.com>
 2026-09-08 07:34:08 +08:00
Sy03 d530938b5b [Model] Reuse frame-local KV in MOSS-TTS Local 
Cache each position once while generating the audio codebooks, preserving frame-local RoPE positions and the full-prefix reference path. Share compiled batch and position shapes to avoid specialization-limit fallback. Add one compact parity regression covering frame reuse.

Signed-off-by: Sy03 <1370724210@qq.com>
 2026-09-08 06:37:00 +08:00
Sy03 30d28a9a04 [Test] Consolidate MOSS-TTS batching regression coverage 
Combine overlapping row/snapshot checks, cover masked and valid attention rows in one batch, reuse the real codec session in grouping tests, and move output-policy coverage into the existing entrypoint module. Preserve both CUDA synchronization regressions and reduce the added suite from 29 to 15 cases.

Signed-off-by: Sy03 <1370724210@qq.com>
 2026-09-08 03:03:32 +08:00
Sy03 55855fee9c [Model] Reduce MOSS-TTS Local intermediate output overhead 
Keep internal talker control outputs FINAL_ONLY while codec audio remains incremental. Reapply pipeline sampling constraints after default streaming coercion, log routine coercions at debug level, and cover explicit/default parameters with regression tests. Document matched high-concurrency statistics settings.

Signed-off-by: Sy03 <1370724210@qq.com>
 2026-09-08 01:15:46 +08:00
Sy03 dcd6588a36 [Perf][MOSS-TTS] Avoid synchronization in batched index transfers 
Construct MTP row offsets and mixed prefill/decode stop indices on the CPU, then enqueue nonblocking device transfers before batched writes. Add CUDA regressions for synchronization, row placement, stop flags, and snapshot ownership.

Signed-off-by: Sy03 <1370724210@qq.com>
 2026-09-08 00:39:50 +08:00
Pujitha PaladuguPujitha Paladuguamy-why-3459
 		cf36f5e474 [Bugfix][MiniCPM-o] Allow ragged audio_feature_lens across a batch (#7071) 
Signed-off-by: Pujitha Paladugu <10557236+pujitha24@users.noreply.github.com>
Co-authored-by: Pujitha Paladugu <10557236+pujitha24@users.noreply.github.com>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-09-07 23:51:13 +08:00
Lei KeandKrystalRay 7be014bce6 [Bugfix][NPU] Fix MiniMax-H3 INT8 quantization dispatch (#6876) 
Signed-off-by: KrystalRay <keeleiray@gmail.com>
Co-authored-by: KrystalRay <keeleiray@gmail.com>
 2026-09-07 14:50:44 +00:00
汪志鹏 9b6a308914 [Perf][Diffusion] Keep LoRA weights resident across activation cycles (#7195) 
Signed-off-by: princepride <wangzhipeng628@gmail.com>
 2026-09-07 14:27:24 +00:00
WeiQing Chen 30d6a0b4e6 [Bugfix][MiniMax-H3] Stabilize keyframe VAE encoding (#7191) 
Signed-off-by: david6666666 <530634352@qq.com>
Signed-off-by: David Chen <530634352@qq.com>
 2026-09-07 21:52:54 +08:00
Mu GuanLin 3204a0b2ad [Model][Perf] Optimize LTX Ulysses sequence parallelism (#7079) 
Signed-off-by: mglyn <1203789601@qq.com>
 2026-09-07 10:48:26 +00:00
Rahul SteigerandRahul Steiger f080f41e03 [Bugfix][Cosmos3] Auto-pad non-divisible Ulysses GEN sequences (#6918) 
Signed-off-by: Rahul Steiger <rsteiger@nvl72d188-T17.cm.cluster>
Co-authored-by: Rahul Steiger <rsteiger@nvl72d188-T17.cm.cluster>
 2026-09-07 08:58:28 +00:00
FredHuangNV 85b0bad2d3 [Frontend][Model] Add Cosmos3 control uploads to video API (#7027) 
Signed-off-by: Fred Huang <frhuang@nvidia.com>
 2026-09-07 01:38:56 -07:00
Sy03 251ef4f48f [Model] Optimize MOSS-TTS Local batched execution and streaming codec 
Signed-off-by: Sy03 <1370724210@qq.com>
 2026-09-07 16:20:49 +08:00
Rahul SteigerRahul SteigerRahul Steiger
 		677265b64b [Bugfix][Diffusion] Make Cosmos3 transfer image arrays writable (#6915) 
Signed-off-by: Rahul Steiger <rsteiger@nvl72d179-T17.cm.cluster>
Co-authored-by: Rahul Steiger <rsteiger@nvl72d179-T17.cm.cluster>
Co-authored-by: Rahul Steiger <rsteiger@aws-cmh-slurm-1-vscode-04.cm.cluster>
 2026-09-07 01:06:16 -07:00
Shenglei FuandClaude 91dfafcaab [Bugfix][Diffusion] Include guidance_scale_2_provided in the request-batch key (#7078) 
Signed-off-by: Shenglei Fu <sfu@confluent.io>
Co-authored-by: Claude <noreply@anthropic.com>
 2026-09-07 15:58:19 +08:00