 Yueqian Lin
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d75a6433b4
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[Refactor] TTS serving adapter framework + migrate TTS models (excl. ming_flash_omni) (#4330)
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
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2026-06-13 04:22:54 +00:00 |
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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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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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Chendi.Xue
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3fe3aa359b
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[XPU][COSMOS3] removing cuda hardcode and make VLLM_VIDEO_SYNC_TIMEOUT a tunable config (#4360)
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
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2026-06-12 04:55:07 +00:00 |
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152343d5fb
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Feat: non_streaming_mode for Qwen3-TTS Base Models During Online Inference (#4198)
Signed-off-by: nagisa-kun <1434936049@qq.com>
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: Sy03 <1370724210@qq.com>
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2026-06-11 22:15:05 +00:00 |
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MaciejBalaNVandHongsheng Liu
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03cc888485
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[refactor] Refactor guardrail error handling - add 400 error code (#4297)
Signed-off-by: Maciej Bala <mbala@nvidia.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-06-11 21:09:24 +00:00 |
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e27fd46ab9
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[Perf] Optimize Higgs Audio v3 serving (#4204)
Signed-off-by: Sy03 <1370724210@qq.com>
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-06-11 13:29:31 -07:00 |
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Chendi.XueandHongsheng Liu
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5414f78e5f
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[WAN2.2-S2V] Add server API for image + audio (#3394)
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-06-11 18:50:03 +08:00 |
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57ea047acf
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Step audio R1 reasoning parser (#2846)
Signed-off-by: Mike_Qiu <qiudayu.qdy@antgroup.com>
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Signed-off-by: Mike Qiu <qdy220091330@gmail.com>
Co-authored-by: Mike_Qiu <qiudayu.qdy@antgroup.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-06-10 21:03:19 +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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Optance
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d50bf1aa42
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[Bugfix] Fix Fish Speech prefix cache collision from missing cache_salt (#4008)
Signed-off-by: nagelanping <xiao.yi.ming@foxmail.com>
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2026-06-10 17:11:01 +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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MaciejBalaNV
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2f25195750
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Cosmos3 video to video generation (#4266)
Signed-off-by: Maciej Bala <mbala@nvidia.com>
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2026-06-09 03:04:05 +08:00 |
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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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Lokesh
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176b00538c
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[Model] Support languages added by fine-tuned Qwen3-TTS checkpoints (#4210)
Signed-off-by: lokesh <lokesh.v9911@gmail.com>
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2026-06-07 10:10:40 -06:00 |
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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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ChenWenjing
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e25239c2ec
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[bugfix] fix realtime ci timeout error (#4187)
Signed-off-by: CHEN <116010019@link.cuhk.edu.cn>
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2026-06-06 00:05:07 +08:00 |
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Jianbao Huang
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6cefe91370
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[Perf] Enable fused RMSNorm for HunyuanImage3 (#3959)
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2026-06-05 07:41:56 +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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Zheng Wengang
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fccd95b12b
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[BugFix] Fix incorrect GPU device mapping in multi-replica stages (#4132)
Signed-off-by: ZhengWG <zwg0606@gmail.com>
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2026-06-04 15:32:58 +00:00 |
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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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BruceLoveDecimal
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e5030c7524
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[BugFix] Cast bf16 video frames to float32 before .numpy() in /v1/videos (#4114)
Signed-off-by: BruceLoveDecimal <39156883+BruceLoveDecimal@users.noreply.github.com>
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2026-06-04 17:49:07 +08:00 |
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706bad253d
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Add Cosmos3 action modality (#4102)
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>
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2026-06-03 19:30:39 +00:00 |
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07737e6c61
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[Test] Add prefix caching + audio output regression test (#3510) (#3604)
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>
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2026-06-03 09:17:53 +00:00 |
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amy-why-3459
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9bb4974198
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[BugFix] Fix the issue of dataset names not being resolved (#4094)
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2026-06-03 06:17:04 +00:00 |
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40b2959183
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Add Cosmos3 sound generation (#4073)
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>
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2026-06-03 00:51:44 +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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Alex Brooks
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12e75c6618
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[Core] Integrate TrackingArgumentParser (#3369)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
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2026-06-02 21:56:24 +08:00 |
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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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bc794e625f
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Add Cosmos3 model support (#3454)
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>
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2026-06-02 04:04:31 +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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8d83fb59e9
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[BugFix] Fix two stop reason for multimodal output (#3374)
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>
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2026-06-01 21:51:29 +08:00 |
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LHXuuuandvraiti
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41a795b5d6
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[Metrics] Add audio SLOs + cross-stage transfer families + per-(stage, replica) wrap for upstream vllm:* (#3576)
Signed-off-by: vraiti <vraiti@redhat.com>
Signed-off-by: LHXuuu <xulianhao.xlh@antgroup.com>
Co-authored-by: vraiti <vraiti@redhat.com>
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2026-06-01 20:20:48 +08:00 |
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TaffyOfficialandTaffyOfficial
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ee33601571
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[Perf] Deduplicate AR prefix cache hidden-state CPU staging (#3734)
Signed-off-by: TaffyOfficial <2324465096@qq.com>
Co-authored-by: TaffyOfficial <2324465096@qq.com>
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2026-06-01 09:35:07 +00:00 |
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634af60fba
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[Entrypoint] Add realtime OpenPI robot serving API (#3673)
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>
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2026-06-01 14:47:23 +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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zzh
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ffd9771c54
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Fix hunyuan resolve stop token ids (#3896)
Signed-off-by: zzh <943967662@qq.com>
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2026-05-31 07:47:36 +08:00 |
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Alex BrooksandHongsheng Liu
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8d13b54383
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[CI/Bugfix] Async Request ID Aliasing (#3953)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-05-30 16:59:42 +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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knlnguyen1802andSamit
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5377108438
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[minor, fix] Allow passing class interface as custom pipeline argument (#2973)
Signed-off-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Signed-off-by: Samit <285365963@qq.com>
Co-authored-by: Samit <285365963@qq.com>
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2026-05-29 23:39:38 +08:00 |
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b690a10e3a
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[Feat] Support MagCache (#1287)
Signed-off-by: Lancer <maruixiang6688@gmail.com>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
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2026-05-29 22:26:23 +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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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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TaffyOfficialandTaffyOfficial
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3c48257f8d
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[Feat][HunyuanImage3] Stream AR text for IT2I image edits (#3723)
Signed-off-by: TaffyOfficial <2324465096@qq.com>
Co-authored-by: TaffyOfficial <2324465096@qq.com>
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2026-05-27 12:27:11 +12:00 |
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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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rongfu.leng
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80dea88007
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[Bugfix] fix when diffusion model not set sleeping_stages (#3023)
Signed-off-by: rongfu.leng <lenronfu@gmail.com>
thanks
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2026-05-25 23:13:38 +08:00 |
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