 akshatvishuandHongsheng Liu
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2fa4c7a4a9
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[Model] Add Ming-omni-tts dense 0.5B pipeline (#2906)
Signed-off-by: akshatvishu <akshatnayak197@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-06-10 20:11:04 +08:00 |
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Yuekai ZhangandClaude Opus 4.8
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f1bf544208
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[Perf][TTS] Optimize cosyvoice TTFP and throughput using TensorRT (#4168)
Signed-off-by: Yuekai Zhang <zhangyuekai@foxmail.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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2026-06-10 16:42:34 +08:00 |
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57227dc7f3
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[Perf][Bugfix] qwen3-tts hot path: prefix-cache OOM guards + talker/orchestrator micro-opts (#3689)
Signed-off-by: JuanPZuluaga <juanz9312@gmal.com>
Co-authored-by: JuanPZuluaga <juanz9312@gmal.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
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2026-06-09 10:36:57 -07:00 |
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Sy03
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9c9d4ed4a8
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[Fix][HiggsAudioV3] Fix ramp-down off-by-one crash and buffer state bugs in Stage0 talker (#4219)
Signed-off-by: Sy03 <1370724210@qq.com>
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2026-06-08 17:33:20 +00:00 |
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amy-why-3459
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fc7393e485
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[Refactor]Refactoring audio_in_video implementation (#3566)
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
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2026-06-08 14:14:02 +08:00 |
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eb1b782dd1
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[BugFix] fix hunyuan image3 offline cot (#4174)
Signed-off-by: zzh <943967662@qq.com>
Signed-off-by: zengchuang <zengchuang3@huawei.com>
Co-authored-by: zengchuang <zengchuang3@huawei.com>
Co-authored-by: Canlin Guo <canlinguosdu@gmail.com>
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2026-06-08 10:58:44 +08:00 |
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SYLAR
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29b18ea298
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[Quant] ModelOpt FP8 for Wan2.2 & HunyuanVideo-1.5 video-gen (#3305)
Signed-off-by: WeiQing Chen <david6666666@users.noreply.github.com>
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2026-06-08 02:53:06 +08:00 |
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Yueqian Lin
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fce0f51089
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[Perf][Higgs-Audio-V3] LRU cache for voice-clone ref-audio encode (#4200)
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
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2026-06-07 03:09:16 +00:00 |
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Yuekai ZhangandYueqian Lin
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82e74ce972
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[TTS][New Model] support bosonai/higgs-audio-v3-tts-4b (#4169)
Signed-off-by: Yuekai Zhang <zhangyuekai@foxmail.com>
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: Yueqian Lin <linyueqian@outlook.com>
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2026-06-06 15:59:12 +00:00 |
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Yaegaki1Erikaandreandeng
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84569280b1
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[Bugfix]Fix HunyuanImage3 conditional image and prompt kwargs alignment (#4145)
Signed-off-by: reandeng <reandeng@tencent.com>
Signed-off-by: Yaegaki1Erika <70182590+Yaegaki1Erika@users.noreply.github.com>
Co-authored-by: reandeng <reandeng@tencent.com>
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2026-06-05 12:47:25 +08:00 |
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Yuanheng Zhaoandakshatvishu
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95d56cf062
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[Bugfix] Fix Compatibility of Ming-flash-omni-2.0 on transformers 5.X and vllm 0.22 (#4080)
Signed-off-by: Yuanheng Zhao <jonathan.zhaoyh@gmail.com>
Signed-off-by: akshatvishu <akshatnayak197@gmail.com>
Co-authored-by: akshatvishu <akshatnayak197@gmail.com>
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2026-06-05 09:27:42 +08:00 |
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ZacheryAU
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bfc7cedcf1
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Benchmark data statistics for each stage of omni models (#3628)
Signed-off-by: ZacheryAU <70869627+ZacheryAU@users.noreply.github.com>
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2026-06-04 21:43:35 +08:00 |
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Yuekai Zhang
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a1cc583665
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fix: cosyvoice3 batch>1 inference (#3910)
Signed-off-by: Yuekai Zhang <zhangyuekai@foxmail.com>
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2026-06-04 08:58:53 +00:00 |
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amy-why-3459
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4e1c13236e
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[Perf][Qwen3-Omni]Optimize TTFP using initial_codec_chunk_frames (#4054)
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
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2026-06-04 09:08:13 +08:00 |
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c33ca60208
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[Perf][VoxCPM2] Optimize VoxCPM2 high-concurrency decode throughput. (#3882)
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>
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2026-06-03 23:08:32 +08:00 |
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Canlin Guo
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ce69eb35e9
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[Refactor] Refactor HunyuanImage3 SigLIP2 ViT to vLLM layers (#3297)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
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2026-06-03 17:51:06 +08:00 |
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Honghan ZhuandClaude Opus 4.8
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3329f1b674
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[Refactor] Migrate dynin_omni to pipeline registry, drop legacy stage… (#4078)
Signed-off-by: dph97 <nenbaying@163.com>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
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2026-06-02 21:28:12 +00:00 |
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bdfc77147d
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[Diffusion] DreamZero world model integration with CFG parallel + OpenPI serving (#2162)
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>
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2026-06-02 19:50:20 +00:00 |
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Zhang JianandCanlin Guo
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b550709bba
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[TTS][Model] support MOSS-TTS series (#3420)
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>
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2026-06-02 15:46:01 +08:00 |
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NATURE
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1fb423e5f6
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[Perf][Bagel] Avoid per-step device syncs in Bagel img2img (#3987)
Signed-off-by: natureofnature <wzliu@connect.hku.hk>
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2026-06-02 10:58:32 +08:00 |
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2b7249fbb3
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[Model]Support MiniCPM-o 4.5 (#3642)
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>
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2026-06-01 22:12:24 +08:00 |
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b76291d6a1
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[New Model] Add Lance (ByteDance) (#3710)
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>
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2026-06-01 16:01:25 +08:00 |
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+1
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f92d84fcf9
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[Rebase] Rebase to vllm releases/v0.22.0 (#3891)
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>
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2026-06-01 11:08:12 +08:00 |
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d4c139508f
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[Feature] Add precomputed custom voices and Qwen3-TTS ref-context cache (#3492)
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>
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2026-05-31 17:51:24 +00:00 |
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Qing AnandSamit
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57e5f0fe69
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[model, omni] feat: Qwen3-Omni Thinker LoRA for RL training (#3915)
Signed-off-by: Qing An <qa4@rice.edu>
Co-authored-by: Samit <285365963@qq.com>
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2026-06-01 00:10:14 +08:00 |
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ChenWenjing
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5dfdf584dd
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[Feat]audio streaming input for async chunk (#3614)
Signed-off-by: CHEN <116010019@link.cuhk.edu.cn>
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2026-05-31 17:39:25 +08:00 |
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Yuanheng ZhaoandZheng Wengang
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ea6d811b58
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[Config Refactor] Migrate Ming-flash-omni-2.0 Image-Gen deploy configs (#3975)
Signed-off-by: yuanheng <jonathan.zhaoyh@gmail.com>
Co-authored-by: Zheng Wengang <zwg0606@gmail.com>
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2026-05-30 08:13:21 +00:00 |
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Viacheslav KlimkovandYueqian Lin
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914e92cf80
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[Refactor][Qwen3-TTS] Extract reusable prompt-embeds builder and make tts_pad_embed a persistent buffer (#3992)
Signed-off-by: Viacheslav Klimkov <vklimkov@nvidia.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
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2026-05-30 16:11:00 +08:00 |
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nperraud
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9fdb3bcb89
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[Bugfix][Model] Qwen3-TTS: don't collapse 2D ref_code list when estimating prompt length (#3940)
Signed-off-by: nperraud <nathanael.perraudin@gmail.com>
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2026-05-29 09:18:25 -06:00 |
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amy-why-3459andHongsheng Liu
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2696751003
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[Perf] Qwen3-Omni performance optimization (#3878)
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-05-29 22:15:23 +08:00 |
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boatmanandsphinxkkkbc
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4d9262a6eb
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[Feat]Support voice clone for omnivoice in online serving & add seed parameter for reproducible (#3668)
Signed-off-by: sphinxkkkbc <binchengkang8@gmail.com>
Co-authored-by: sphinxkkkbc <binchengkang8@gmail.com>
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2026-05-29 07:42:08 +00:00 |
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amy-why-3459
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5dd1d0a772
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[BugFix] Fix prefix-caching issue (#3726)
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
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2026-05-29 01:51:54 +00:00 |
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Dakai An
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bb9f21d0db
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Fix Qwen3-omni accuracy degradation from deepstack inputs under torch.compile (#3885)
Signed-off-by: Dakai An <dakaian108@gmail.com>
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2026-05-28 23:57:56 +08:00 |
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Nick CaoandClaude
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c20afebce4
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[Refactor][Qwen3-TTS] Construct speech tokenizer encoder natively (#3360)
Signed-off-by: Nick Cao <ncao@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-05-28 16:20:49 +08:00 |
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NATURE
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3a347b10b0
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[3/5][core]refactor communication layer: PR 3 of 5, all other models in non async mode (#3719)
Signed-off-by: natureofnature <wzliu@connect.hku.hk>
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2026-05-28 14:06:41 +08:00 |
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0f3264a9c0
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[Perf][Bugfix] cache hot buffers in qwen3_tts talker; fall back on evicted state (#3688)
Signed-off-by: JuanPZuluaga <juanz9312@gmal.com>
Co-authored-by: JuanPZuluaga <juanz9312@gmal.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
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2026-05-28 05:45:54 +00:00 |
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BeatSeat
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dab596e468
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[Refactor] Unify Snake/SnakeBeta and alias-free activation into common modules (#3886)
Signed-off-by: BeatSeat <wendavid552@gmail.com>
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2026-05-27 23:41:35 -05:00 |
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Sy03andYueqian Lin
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d37912b071
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[TTS][Perf] Optimize Fish Speech S2 Pro high-concurrency serving (#3773)
Signed-off-by: Sy03 <1370724210@qq.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
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2026-05-27 13:25:49 -05:00 |
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a698269e47
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[Model] Add Ming-flash-omni-2.0 Image Generation (Diffusion) Stage (#2875)
Signed-off-by: ZhengWG <zwg0606@gmail.com>
Signed-off-by: Zheng Wengang <zwg0606@gmail.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: Yuanheng Zhao <54058983+yuanheng-zhao@users.noreply.github.com>
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2026-05-27 23:21:20 +08:00 |
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Dan
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1f1c82ecdd
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[BugFix] Fix Qwen3-TTS Code2Wav compatibility with transformers >= 5.9.0 (#3880)
Signed-off-by: Dan250124 <416947747@qq.com>
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2026-05-26 16:24:43 +00:00 |
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8f45e68bcd
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[Higgs-Audio] bosonai/higgs-audio-v2-generation-3B-base TTS model support (#3762)
Signed-off-by: Yuekai Zhang <zhangyuekai@foxmail.com>
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
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2026-05-25 23:16:07 +08:00 |
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Yueqian LinandRein Yang
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e996723bc9
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[Bugfix] Fix Qwen3-TTS Stage 0 prefix-caching correctness (#3665)
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Signed-off-by: Rein Yang <ruiruyang2@gmail.com>
Co-authored-by: Rein Yang <ruiruyang2@gmail.com>
the ci failure case is irrelavent to this PR and occurs rarely
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2026-05-25 23:09:38 +08:00 |
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BeatSeatandYueqian Lin
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28ce618f0e
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[Model] Add GLM-TTS text-to-speech model support (#3141)
Signed-off-by: BeatSeat <wendavid552@gmail.com>
Signed-off-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
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2026-05-24 05:42:26 +08:00 |
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amy-why-3459andHongsheng Liu
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748470c1fb
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[BugFix] code2wav supports disabling CUDA graph. (#3732)
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-05-24 00:05:55 +08:00 |
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e7644daa7f
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[Perf] [OmniVoice] Triton kernel fusion + CUDA Graph acceleration (#3336)
Signed-off-by: univa-HARRY <harry@univa.co.kr>
Signed-off-by: Harry <harry@univa.co.kr>
Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
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2026-05-22 13:12:47 +00:00 |
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Jialong LiuandHongsheng Liu
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5799d85a51
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[Bugfix] Revert MiMo-Audio local_sampler to greedy to fix text truncation under concurrent batching (followup to #3686) (#3817)
Signed-off-by: Jialong Liu <88185941+Galleons2029@users.noreply.github.com>
Signed-off-by: Galleons2029 <Galleons777@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-05-22 19:25:37 +08:00 |
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baonudesifeizhai
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076c34abfb
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（Phase 2）Add ModelOpt mixed FP8/NVFP4 support for image generation (#3570)
Signed-off-by: roG0d <baonudesifeizhai@gmail.com>
Signed-off-by: baonudesifeizhai <85092850+baonudesifeizhai@users.noreply.github.com>
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2026-05-22 10:39:10 +08:00 |
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Jialong LiuandYueqian Lin
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e949ccf087
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[Bugfix] Fix MiMo-Audio voice instability: stochastic local_sampler + codec streaming context (#3686)
Signed-off-by: Galleons2029 <Galleons777@gmail.com>
Signed-off-by: Jialong Liu <88185941+Galleons2029@users.noreply.github.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
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2026-05-21 10:18:00 -04:00 |
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Siyuan Kong
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7d9d8aee79
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[Bugfix] Fix qwen2_5_omni weight loading (#3598)
Signed-off-by: ksiyuan <ksiyuan@umich.edu>
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2026-05-21 16:43:33 +08:00 |
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Canlin Guo
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2aafe0bf94
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[Perf] Optimize sampler D2H sync for HY-Image (#3617)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
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2026-05-20 15:40:34 +08:00 |
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