tzhouam and Cursor
930c317b2b
fix: harden omni weight snapshot downloads
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Serialize full-repo Hugging Face snapshot materialization with a repo-wide
node lock and retry incomplete snapshots so CI does not race on shared caches.
Co-authored-by: Cursor <cursoragent@cursor.com >
2026-06-04 07:54:12 +00:00
Zhou Taichang
af02713952
[Bugfix] harden diffusion model prefetch against transformers v5 shard-resolution race ( #4076 )
2026-06-04 12:14:25 +08:00
tanhaoan333
d8dc1defa7
[NPU][BugFix] Upgrade parts of ModelRunner to v0.22.0 ( #4130 )
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Signed-off-by: tanhaoan333 <tanhaoan@huawei.com >
2026-06-04 03:59:26 +00:00
tanhaoan333
800c2b8251
[bugfix]qwen3tts code2wav ( #4123 )
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Signed-off-by: tanhaoan333 <tanhaoan@huawei.com >
2026-06-04 02:20:00 +00:00
amy-why-3459
4e1c13236e
[Perf][Qwen3-Omni]Optimize TTFP using initial_codec_chunk_frames ( #4054 )
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Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com >
2026-06-04 09:08:13 +08:00
706bad253d
Add Cosmos3 action modality ( #4102 )
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Signed-off-by: Maciej Bala <mbala@nvidia.com >
Signed-off-by: Bartosz Stefaniak <bstefaniak@nvidia.com >
Signed-off-by: lishunyang12 <lishunyang12@163.com >
Co-authored-by: Maciej Bala <mbala@nvidia.com >
Co-authored-by: lishunyang12 <lishunyang12@163.com >
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com >
2026-06-03 19:30:39 +00:00
amy-why-3459
8949fdc440
[BugFix] Fix the issue of vllm failing to start. ( #4105 )
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Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com >
2026-06-03 15:44:46 +00:00
c33ca60208
[Perf][VoxCPM2] Optimize VoxCPM2 high-concurrency decode throughput. ( #3882 )
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Signed-off-by: Sy03 <1370724210@qq.com >
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk >
2026-06-03 23:08:32 +08:00
tanhaoan333
0fc4032a71
Update qwen3_tts_code2wav.py ( #4075 )
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Signed-off-by: tanhaoan333 <tanhaoan@huawei.com >
2026-06-03 13:34:47 +00:00
Canlin Guo
ce69eb35e9
[Refactor] Refactor HunyuanImage3 SigLIP2 ViT to vLLM layers ( #3297 )
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Signed-off-by: gcanlin <canlinguosdu@gmail.com >
2026-06-03 17:51:06 +08:00
07737e6c61
[Test] Add prefix caching + audio output regression test ( #3510 ) ( #3604 )
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Signed-off-by: Ricardo Noriega De Soto <rnoriega@redhat.com >
Signed-off-by: Alex Brooks <albrooks@redhat.com >
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com >
Co-authored-by: Alex Brooks <albrooks@redhat.com >
2026-06-03 09:17:53 +00:00
ChenWenjing
3842970a82
[bugfix] fix streaming input issue after rebase 0.22.0 ( #4085 )
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Signed-off-by: CHEN <116010019@link.cuhk.edu.cn >
2026-06-03 16:07:41 +08:00
amy-why-3459
9bb4974198
[BugFix] Fix the issue of dataset names not being resolved ( #4094 )
2026-06-03 06:17:04 +00:00
40b2959183
Add Cosmos3 sound generation ( #4073 )
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Signed-off-by: Maciej Bala <mbala@nvidia.com >
Signed-off-by: lishunyang12 <lishunyang12@163.com >
Signed-off-by: Bartosz Stefaniak <bstefaniak@nvidia.com >
Co-authored-by: Bartosz Stefaniak <bstefaniak@nvidia.com >
Co-authored-by: lishunyang12 <lishunyang12@163.com >
2026-06-03 00:51:44 +00:00
Honghan Zhu and Claude Opus 4.8
3329f1b674
[Refactor] Migrate dynin_omni to pipeline registry, drop legacy stage… ( #4078 )
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Signed-off-by: dph97 <nenbaying@163.com >
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com >
2026-06-02 21:28:12 +00:00
bdfc77147d
[Diffusion] DreamZero world model integration with CFG parallel + OpenPI serving ( #2162 )
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Signed-off-by: Meng <meng_chen99@163.com >
Signed-off-by: Yangshen Deng <yangshen.d@outlook.com >
Signed-off-by: Suli Wang <50828270+wsl2000@users.noreply.github.com >
Co-authored-by: Meng <meng_chen99@163.com >
Co-authored-by: Suli Wang <50828270+wsl2000@users.noreply.github.com >
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com >
2026-06-02 19:50:20 +00:00
e35cd213d7
[NPU] [Perf] Adjust flash_attn mask shape for hunyuanvideo1.5 on npu ( #3178 )
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Signed-off-by: liqian <65649795+vasede@users.noreply.github.com >
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk >
Co-authored-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com >
2026-06-02 23:23:18 +08:00
NumberWan
35ee3c7543
[BugFix]Qwen-Image performance regression by using torch RMSNorm(RMSNorm backend) ( #4074 )
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Signed-off-by: NumberWan <wantszkin2003@gmail.com >
2026-06-02 23:19:17 +08:00
rein yang and Hongsheng Liu
3a7c7f1422
[Bugfix] fix qwen3-omni performance regression ( #3575 )
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Signed-off-by: rein yang <ruiruyang2@gmail.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-06-02 23:02:07 +08:00
Alex Brooks
12e75c6618
[Core] Integrate TrackingArgumentParser ( #3369 )
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Signed-off-by: Alex Brooks <albrooks@redhat.com >
2026-06-02 21:56:24 +08:00
lsyyyyy
bd37f3c27d
Support VAE parallel for Bagel ( #3982 )
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Signed-off-by: siyuan.lei <siyuanlei37@gmail.com >
2026-06-02 13:14:01 +00:00
Boopathy Kannappan
7c729e19d7
[Bugfix] Fix SD3 T5 truncation check device mismatch on long prompts ( #3949 )
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Signed-off-by: bkannappan <bkannappan@digitalocean.com >
2026-06-02 11:04:08 +00:00
Zhang Jian and Canlin Guo
b550709bba
[TTS][Model] support MOSS-TTS series ( #3420 )
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Signed-off-by: Zhang <jianmusings@gmail.com >
Signed-off-by: Zhang Jian <jianmusings@gmail.com >
Signed-off-by: jian <jianmusings@gmail.com >
Signed-off-by: Canlin Guo <961750412@qq.com >
Co-authored-by: Canlin Guo <961750412@qq.com >
2026-06-02 15:46:01 +08:00
NATURE
1fb423e5f6
[Perf][Bagel] Avoid per-step device syncs in Bagel img2img ( #3987 )
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Signed-off-by: natureofnature <wzliu@connect.hku.hk >
2026-06-02 10:58:32 +08:00
bc794e625f
Add Cosmos3 model support ( #3454 )
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Signed-off-by: Maciej Bala <mbala@nvidia.com >
Signed-off-by: MaciejBalaNV <mbala@nvidia.com >
Signed-off-by: lishunyang12 <lishunyang12@163.com >
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com >
Co-authored-by: lishunyang12 <lishunyang12@163.com >
2026-06-02 04:04:31 +08:00
2b7249fbb3
[Model]Support MiniCPM-o 4.5 ( #3642 )
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Signed-off-by: tc-mb <tianchi_cai@icloud.com >
Co-authored-by: GKangaroo <1095103651@qq.com >
Co-authored-by: GKangaroo <gqx24@mails.tsinghua.edu.cn >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-06-01 22:12:24 +08:00
TJian
29343540f7
[ROCm] [CI] Bugfix Existing CI cases ( #3946 )
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Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com >
2026-06-01 22:02:15 +08:00
Yueqian Lin and Hongsheng Liu
c067485030
[Perf][TTS] Bounded-K active-stream window for Stage 1 (RFC #3535 ) ( #3592 )
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Signed-off-by: Yueqian Lin <linyueqian@outlook.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-06-01 21:59:10 +08:00
8d83fb59e9
[BugFix] Fix two stop reason for multimodal output ( #3374 )
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Signed-off-by: Mike_Qiu <qiudayu.qdy@antgroup.com >
Signed-off-by: Mike Qiu <qdy220091330@gmail.com >
Co-authored-by: Mike_Qiu <qiudayu.qdy@antgroup.com >
Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-06-01 21:51:29 +08:00
LHXuuu and vraiti
41a795b5d6
[Metrics] Add audio SLOs + cross-stage transfer families + per-(stage, replica) wrap for upstream vllm:* ( #3576 )
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Signed-off-by: vraiti <vraiti@redhat.com >
Signed-off-by: LHXuuu <xulianhao.xlh@antgroup.com >
Co-authored-by: vraiti <vraiti@redhat.com >
2026-06-01 20:20:48 +08:00
TaffyOfficial and TaffyOfficial
ee33601571
[Perf] Deduplicate AR prefix cache hidden-state CPU staging ( #3734 )
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Signed-off-by: TaffyOfficial <2324465096@qq.com >
Co-authored-by: TaffyOfficial <2324465096@qq.com >
2026-06-01 09:35:07 +00:00
b76291d6a1
[New Model] Add Lance (ByteDance) ( #3710 )
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Signed-off-by: lishunyang <lishunyang03@gmail.com >
Signed-off-by: lishunyang12 <lishunyang12@163.com >
Signed-off-by: WeiQing Chen <david6666666@users.noreply.github.com >
Co-authored-by: lishunyang <lishunyang03@gmail.com >
Co-authored-by: Haco <923390377@qq.com >
2026-06-01 16:01:25 +08:00
boatman and sphinxkkkbc
2dcfcc0519
[Feat]Support Nonverbal Tags in OmniVoice ( #3968 )
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Signed-off-by: sphinxkkkbc <binchengkang8@gmail.com >
Co-authored-by: sphinxkkkbc <binchengkang8@gmail.com >
2026-06-01 15:51:05 +08:00
634af60fba
[Entrypoint] Add realtime OpenPI robot serving API ( #3673 )
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Signed-off-by: Yangshen Deng <yangshen.d@outlook.com >
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com >
Co-authored-by: Meng <meng_chen99@163.com >
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com >
2026-06-01 14:47:23 +08:00
Yi Liu and Copilot
ef71d74c81
[Bugfix] Fix FLUX W4A16/AutoRound quant_config propagation ( #3587 )
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Signed-off-by: yiliu30 <yi4.liu@intel.com >
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com >
2026-06-01 04:06:02 +00:00
+1
f92d84fcf9
[Rebase] Rebase to vllm releases/v0.22.0 ( #3891 )
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Signed-off-by: tzhouam <tzhouam@connect.ust.hk >
Signed-off-by: ZhengWG <zwg0606@gmail.com >
Signed-off-by: david6666666 <530634352@qq.com >
Signed-off-by: Yueqian Lin <linyueqian@outlook.com >
Signed-off-by: nainiu258 <cperfect02@163.com >
Signed-off-by: nainiu258 <101917677+nainiu258@users.noreply.github.com >
Signed-off-by: JasonJ2021 <jasonj@zju.edu.cn >
Signed-off-by: Zhou Taichang <tzhouam@connect.ust.hk >
Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com >
Co-authored-by: skf <54565339+skf-1999@users.noreply.github.com >
Co-authored-by: Zheng Wengang <zwg0606@gmail.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
Co-authored-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com >
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com >
Co-authored-by: Yueqian Lin <linyueqian@outlook.com >
Co-authored-by: nainiu258 <101917677+nainiu258@users.noreply.github.com >
Co-authored-by: Jason <72191212+JasonJ2021@users.noreply.github.com >
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com >
2026-06-01 11:08:12 +08:00
d4c139508f
[Feature] Add precomputed custom voices and Qwen3-TTS ref-context cache ( #3492 )
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Signed-off-by: Sy03 <1370724210@qq.com >
Signed-off-by: Yueqian Lin <linyueqian@outlook.com >
Co-authored-by: Dan250124 <416947747@qq.com >
Co-authored-by: Yueqian Lin <linyueqian@outlook.com >
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com >
2026-05-31 17:51:24 +00:00
Qing An and Samit
57e5f0fe69
[model, omni] feat: Qwen3-Omni Thinker LoRA for RL training ( #3915 )
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Signed-off-by: Qing An <qa4@rice.edu >
Co-authored-by: Samit <285365963@qq.com >
2026-06-01 00:10:14 +08:00
ChenWenjing
5dfdf584dd
[Feat]audio streaming input for async chunk ( #3614 )
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Signed-off-by: CHEN <116010019@link.cuhk.edu.cn >
2026-05-31 17:39:25 +08:00
NumberWan
6f4bd3e45c
[BugFix]Qwen-Image performance regression by using omni RMSNorm(RMSNorm backend) ( #3933 )
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Signed-off-by: NumberWan <wantszkin2003@gmail.com >
2026-05-31 08:06:18 +08:00
Canlin Guo
412bf42a75
[Refactor] Unify _talker_mtp_forward across GPU and NPU model runners ( #3476 )
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Signed-off-by: gcanlin <canlinguosdu@gmail.com >
2026-05-31 07:58:00 +08:00
zzh
ffd9771c54
Fix hunyuan resolve stop token ids ( #3896 )
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Signed-off-by: zzh <943967662@qq.com >
2026-05-31 07:47:36 +08:00
wuhang
b0f3672aec
[Bugfix] Fix DiffusionWorker crash on SIGINT: ensure NCCL/ZMQ cleanup on shutdown ( #3872 )
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Signed-off-by: WU Hang <whlbx@hotmail.com >
2026-05-31 00:13:23 +08:00
Alex Brooks and Hongsheng Liu
8d13b54383
[CI/Bugfix] Async Request ID Aliasing ( #3953 )
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Signed-off-by: Alex Brooks <albrooks@redhat.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-05-30 16:59:42 +08:00
Yuanheng Zhao and Zheng Wengang
ea6d811b58
[Config Refactor] Migrate Ming-flash-omni-2.0 Image-Gen deploy configs ( #3975 )
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Signed-off-by: yuanheng <jonathan.zhaoyh@gmail.com >
Co-authored-by: Zheng Wengang <zwg0606@gmail.com >
2026-05-30 08:13:21 +00:00
Viacheslav Klimkov and Yueqian Lin
914e92cf80
[Refactor][Qwen3-TTS] Extract reusable prompt-embeds builder and make tts_pad_embed a persistent buffer ( #3992 )
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Signed-off-by: Viacheslav Klimkov <vklimkov@nvidia.com >
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com >
2026-05-30 16:11:00 +08:00
WeiQing Chen
a3456752c5
[Diffusion] Support USP and VAE patch parallel for HunyuanVideo 1.5 ( #3979 )
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Signed-off-by: david6666666 <530634352@qq.com >
2026-05-30 14:40:42 +08:00
fywc
272e626100
[Feat] support cache-dit for SenseNova-U1 ( #3906 )
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Signed-off-by: hanzheli <hanzheli@kuaishou.com >
2026-05-29 17:40:54 +00:00
knlnguyen1802 and Samit
5377108438
[minor, fix] Allow passing class interface as custom pipeline argument ( #2973 )
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Signed-off-by: knlnguyen1802 <knlnguyen1802@gmail.com >
Signed-off-by: Samit <285365963@qq.com >
Co-authored-by: Samit <285365963@qq.com >
2026-05-29 23:39:38 +08:00
nperraud
9fdb3bcb89
[Bugfix][Model] Qwen3-TTS: don't collapse 2D ref_code list when estimating prompt length ( #3940 )
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Signed-off-by: nperraud <nathanael.perraudin@gmail.com >
2026-05-29 09:18:25 -06:00