 JiangJie ZhangandSamit
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c45ac74d43
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[Core][Frontend] Support request-level batching for diffusion pipelines (#4079)
Signed-off-by: jader <yjader@foxmail.com>
Co-authored-by: Samit <285365963@qq.com>
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2026-06-29 18:09:19 +02:00 |
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504698dec8
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[Core] Performance fix for orchestrator bottleneck: separates inter-stage from client outputs (#4527)
Signed-off-by: yinpeiqi <yinpeiqi809@gmail.com>
Co-authored-by: Chenguang ZHENG <645327136@qq.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
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2026-06-29 17:43:36 +02:00 |
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wangyuandHongsheng Liu
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7619ed6b82
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[CI] Reducing mithril-h100-pool in ready&merge CI, optimize ready CI duration (#4354)
Signed-off-by: [Your Name] <your.email@example.com>
Signed-off-by: wangyu <410167048@qq.com>
Signed-off-by: wangyu <53896905+yenuo26@users.noreply.github.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Signed-off-by: [Your Name] <[Your Email]>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-06-29 05:17:57 +00:00 |
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Isaac Hung
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e9d4931781
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[Core] Remove dead custom_process_input_func hooks in stage input processors (#4531)
Signed-off-by: Isaac Hung <manhei5001@gmail.com>
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2026-06-29 05:17:25 +02:00 |
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Yueqian Lin
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92f7208559
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[Bugfix] CosyVoice3: wrap ref_text in instruction template (#4644) (#4756)
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2026-06-27 14:38:33 -07:00 |
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0b04f2a0d6
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[Model] Add Ming-omni-tts MoE 16.8B-A3B + CFM CUDAGraph (#4341)
Signed-off-by: LHXuuu <xulianhao.xlh@antgroup.com>
Signed-off-by: Yuanheng Zhao <jonathan.zhaoyh@gmail.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Yuanheng Zhao <jonathan.zhaoyh@gmail.com>
Co-authored-by: Yuanheng Zhao <54058983+yuanheng-zhao@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-06-25 22:11:35 +08:00 |
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rein yang
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bb973cb10c
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[Bugfix] [AURA] Correct aura results when use qwen3-tts in custom voice mode (#4650)
Signed-off-by: R2-Y <ruiruyang2@gmail.com>
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2026-06-24 17:29:48 +08:00 |
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Alex Brooks
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465f1464d2
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[Feat] Support Pipeline Resolution Based on HF Config & Make Pipeline Registry Eager (#3760)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
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2026-06-24 11:02:29 +08:00 |
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9c260b3774
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Qwen3-TTS full-payload: emit empty-finished payload on degenerate take instead of dropping (fixes Stage-1 300s hang) (#4465)
Signed-off-by: jjw <m@jjw.in>
Signed-off-by: henryj <349043+henryj@users.noreply.github.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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2026-06-23 00:21:11 +00:00 |
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BeatSeat
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044240d8eb
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[Model] Add IndexTTS2 text-to-speech support (#3838)
Signed-off-by: BeatSeat <wendavid552@gmail.com>
Signed-off-by: David <david@podcast.ai>
Signed-off-by: wendavid552 <wendavid552@gmail.com>
Signed-off-by: WenDavid <davidzhangcf@foxmail.com>
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2026-06-22 19:24:01 +00:00 |
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rein yang
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afbcc51672
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[Model] Aura support - Non async chunk path (#4257)
Signed-off-by: Rein Yang <ruiruyang2@gmail.com>
Signed-off-by: R2-Y <ruiruyang2@gmail.com>
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2026-06-21 22:08:26 +08:00 |
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cead615288
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[Bugfix][Qwen3-Omni] Fix Code2Wav CUDA-graph output length surplus (#4466) (#4525)
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: Sy03 <1370724210@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-06-19 23:58:45 -07:00 |
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yangyonggitandYueqian Lin
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1228a109f0
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[Bugfix] MOSS-TTS: fix cross-request audio corruption under batching (#4415)
Signed-off-by: leo.yang <leo.yang.engineer@gmail.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
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2026-06-18 18:11:51 +00:00 |
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Yihong Jin
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2f64c712fd
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[Quantization][Qwen3-Omni] Enable NVFP4 W4A4 serving on Blackwell (#4025)
Signed-off-by: Yihong Jin <yihongjin404@gmail.com>
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2026-06-18 10:01:46 +08:00 |
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akshatvishu
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d8a72be206
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fix(models): remove invalid sampling_metadata parameter from logits_processor (#4456)
Signed-off-by: akshatvishu <akshatnayak197@gmail.com>
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2026-06-16 14:41:40 +08:00 |
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Yueqian Lin
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a693ae67f6
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[Bugfix] Qwen3-TTS: trim reference audio in no_async_chunk voice clone (#4429)
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
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2026-06-15 18:00:03 +08:00 |
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9bc8705c98
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[New Model] Step-Audio2 (#464)
Signed-off-by: linyueqian <linyueqian@outlook.com>
Signed-off-by: wuli666 <djjpro975@gmail.com>
Co-authored-by: linyueqian <linyueqian@outlook.com>
Co-authored-by: wuli666 <djjpro975@gmail.com>
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2026-06-13 01:00:33 +00:00 |
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1733831f78
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[Bugfix] Fix cross-request codes.ref leak in Qwen3-TTS make_omni_output (#4373)
Signed-off-by: jjw <m@jjw.in>
Co-authored-by: jjw <m@jjw.in>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
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2026-06-13 00:41:49 +00:00 |
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8f869c8ea5
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[Refactor] Output Processor Phase 2: separate multimodal output channel (#1601) (#2744)
Signed-off-by: Megha Agarwal <agarwalmegha1308@gmail.com>
Signed-off-by: meghaagr13 <divyanshsinghvi@gmail.com>
Signed-off-by: Taichang Zhou <tzhouam@connect.ust.hk>
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: meghaagr13 <divyanshsinghvi@gmail.com>
Co-authored-by: Boao Shi <aoibosh@connect.hku.hk>
Co-authored-by: Taichang Zhou <tzhouam@connect.ust.hk>
Co-authored-by: Cursor <cursoragent@cursor.com>
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2026-06-12 15:19:14 +08:00 |
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yangyonggit
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a3834e32cf
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feat(moss-tts): add CUDA Graph support for codec decoder (#4157)
Signed-off-by: leo.yang <leo.yang.engineer@gmail.com>
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2026-06-11 22:17:31 +00:00 |
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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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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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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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boatmanandsphinxkkkbc
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2dcfcc0519
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[Feat]Support Nonverbal Tags in OmniVoice (#3968)
Signed-off-by: sphinxkkkbc <binchengkang8@gmail.com>
Co-authored-by: sphinxkkkbc <binchengkang8@gmail.com>
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2026-06-01 15:51:05 +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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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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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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wuli666andwuli666
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8935439428
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[Bugfix] Fix Triton SnakeBeta kernel for bf16/fp16 inputs (#3472)
Signed-off-by: wuli666 <djjpro975@gmail.com>
Co-authored-by: wuli666 <djjpro975@gmail.com>
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2026-05-28 17:10:36 +00:00 |
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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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Liang Lv
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b72ffb82bb
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[AutoRound] Support GLM-Image W4A16 quantization model (#3059)
Signed-off-by: lvliang-intel <liang1.lv@intel.com>
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2026-05-28 07:19:06 +00:00 |
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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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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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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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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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Zeng ChuangandClaude Opus 4.7
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f0af3ab200
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[BugFix] Fix prefer_model_sampler token history in async scheduling (#3681)
Signed-off-by: zengchuang <zengchuang3@huawei.com>
Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
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2026-05-22 14:29:46 +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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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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Yueqian Lin
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fc8486cf20
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[Doc][TTS] CosyVoice3 online docs + residual TTS yaml cleanup + remove VoxCPM v1 (#3748)
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
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2026-05-20 15:24:06 +08:00 |
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Sy03andamy-why-3459
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ab59673f21
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[Bugfix][Qwen3-Omni] Handle short Code2Wav chunk outputs (#3687)
Signed-off-by: Sy03 <1370724210@qq.com>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>
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2026-05-18 18:59:23 +00:00 |
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c99df1ebd9
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[TTS][Perf] Optimize Qwen3-TTS high-concurrency serving (#3662)
Signed-off-by: Sy03 <1370724210@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
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2026-05-17 16:58:59 -04:00 |
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+20
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eb4e60ee64
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[Rebase] Rebase to vllm v0.21.0 (#3530)
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Signed-off-by: Zhou Taichang <tzhouam@connect.ust.hk>
Signed-off-by: NumberWan <wantszkin2003@gmail.com>
Signed-off-by: Divyansh Singhvi <divyanshsinghvi@gmail.com>
Signed-off-by: dsinghvi <divyanshsinghvi@gmail.com>
Signed-off-by: Dnoob <dxpouo@gmail.com>
Signed-off-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
Signed-off-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Signed-off-by: rein yang <ruiruyang2@gmail.com>
Signed-off-by: Nick Cao <ncao@redhat.com>
Signed-off-by: zhumingjue <zhumingjue@huawei.com>
Signed-off-by: Ricardo Noriega De Soto <rnoriega@redhat.com>
Signed-off-by: lyj-jjj <liuyingjun5@huawei.com>
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Signed-off-by: wangyu <410167048@qq.com>
Signed-off-by: weizhoublue <weizhoublue@github.com>
Signed-off-by: weizhou.lan@daocloud.io <weizhou.lan@daocloud.io>
Signed-off-by: dengyunyang <584797741@qq.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Signed-off-by: David Chen <530634352@qq.com>
Signed-off-by: Jie Liu <33612777+keeper-jie@users.noreply.github.com>
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: natureofnature <wzliu@connect.hku.hk>
Signed-off-by: bjf-frz <frz123db@gmail.com>
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
Signed-off-by: KexiongYu <yukexiong1@huawei.com>
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
Signed-off-by: Zeyu Huang | 黃澤宇 <11222265+fhfuih@users.noreply.github.com>
Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
Co-authored-by: NumberWan <wantszkin2003@gmail.com>
Co-authored-by: dsinghvi <divyanshsinghvi@gmail.com>
Co-authored-by: Dnoob <dxpouo@gmail.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Co-authored-by: Samit <285365963@qq.com>
Co-authored-by: rein yang <73573651+R2-Y@users.noreply.github.com>
Co-authored-by: Nick Cao <ncao@redhat.com>
Co-authored-by: zhumingjue138 <zhumingjue@huawei.com>
Co-authored-by: Ricardo Noriega <rnoriega@redhat.com>
Co-authored-by: lyj-jjj <liuyingjun5@huawei.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: gcanlin <canlinguosdu@gmail.com>
Co-authored-by: wangyu <53896905+yenuo26@users.noreply.github.com>
Co-authored-by: weizhoublue <45163302+weizhoublue@users.noreply.github.com>
Co-authored-by: weizhoublue <weizhoublue@github.com>
Co-authored-by: dengyunyang <584797741@qq.com>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>
Co-authored-by: Jie Liu <33612777+keeper-jie@users.noreply.github.com>
Co-authored-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: NATURE <wzliu@connect.hku.hk>
Co-authored-by: bjf-frz <frz123db@gmail.com>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>
Co-authored-by: Y. Fisher <yukexiong1@huawei.com>
Co-authored-by: Zeyu Huang | 黃澤宇 <11222265+fhfuih@users.noreply.github.com>
Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
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2026-05-16 18:18:43 +08:00 |
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NATUREandHongsheng Liu
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82a0b3a467
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[2/5] [core]refactor communication layer: PR 2 of 5 Qwen3 Omni non async (#2677)
Signed-off-by: natureofnature <wzliu@connect.hku.hk>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-05-15 14:14:08 +08:00 |
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3f63aaf982
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[Feature] HunyuanImage-3.0 IT2I: multi-image input + prompt API cleanup (#3444)
Signed-off-by: TaffyOfficial <2324465096@qq.com>
Signed-off-by: TaffyOfficial <wu15922848573@outlook.com>
Signed-off-by: skf1999 <13234016272@163.com>
Signed-off-by: zuiho <2324465096@qq.com>
Signed-off-by: Claude Code <noreply@anthropic.com>
Signed-off-by: zuiho <wu15922848573@outlook.com>
Signed-off-by: TaffyOfficial <2587297563@qq.com>
Co-authored-by: TaffyOfficial <2324465096@qq.com>
Co-authored-by: TaffyOfficial <wu15922848573@outlook.com>
Co-authored-by: skf1999 <13234016272@163.com>
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2026-05-14 16:58:40 +08:00 |
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Nick CaoandClaude Opus 4.6
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5313cf6d48
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[Bugfix] Fix omni processing test for non-multimodal talker stage (#3559)
Signed-off-by: Nick Cao <ncao@redhat.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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2026-05-13 10:08:23 +08:00 |
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dsinghvi
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e40076e872
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[Refactor] msgspec standardisation for data entry key names and improved type checks (#3149)
Signed-off-by: Divyansh Singhvi <divyanshsinghvi@gmail.com>
Signed-off-by: dsinghvi <divyanshsinghvi@gmail.com>
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2026-05-12 14:30:13 +08:00 |
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e1088026fa
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[Performance] Improve MiMo-Audio tokenizer decoding performance (#2183)
Signed-off-by: 齐保元 <qibaoyuan@xiaomi.com>
Co-authored-by: Jialong Liu <88185941+Galleons2029@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-05-11 10:05:46 +08:00 |
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Sy03
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2c73cf3522
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[Perf] Fix Qwen3-TTS latency regression (#3485)
Signed-off-by: Sy03 <1370724210@qq.com>
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2026-05-10 23:07:38 +00:00 |
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