 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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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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Nick Cao
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06ab723afc
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[Perf][VoxCPM2][Ming-Flash-Omni] Use global CUDA graph pool (#3361)
Signed-off-by: Nick Cao <ncao@redhat.com>
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2026-05-20 05:01:42 +00:00 |
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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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4e88053750
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[BugFix][HunyuanImage3] Set MRoPE dynamic_arg_dims so graph mode can compile (#3630)
Signed-off-by: TaffyOfficial <2324465096@qq.com>
Co-authored-by: TaffyOfficial <2324465096@qq.com>
Co-authored-by: Codex <codex@openai.com>
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2026-05-17 22:42:59 +08:00 |
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Yuanheng Zhao
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a64ebf103b
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[Refactor] Migrate and clean up TTS configs: CosyVoice3, OmniVoice, VoxCPM (#3338)
Signed-off-by: yuanheng <jonathan.zhaoyh@gmail.com>
Signed-off-by: Yuanheng Zhao <jonathan.zhaoyh@gmail.com>
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2026-05-17 07:32:34 +08:00 |
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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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Y. Fisher
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779bf3118b
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[Bugfix] fix compatibility of _hunyuan_image3_unpack_packed_topk between vllm / vllm ascend (#3640)
Signed-off-by: KexiongYu <yukexiong1@huawei.com>
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2026-05-15 17:35:22 +08:00 |
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amy-why-3459
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e7ee5de09f
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[BugFix] Fix the issue of thinker requests being preempted, causing shape mismatch. (#3147)
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
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2026-05-15 17:07:42 +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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bjf-frzandCanlin Guo
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f7161b07d0
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[Bugfix]Allow HunyuanImage3 AR sampler batching (#3590)
Signed-off-by: bjf-frz <frz123db@gmail.com>
Co-authored-by: Canlin Guo <canlinguosdu@gmail.com>
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2026-05-14 09:27:59 +00:00 |
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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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Y. Fisher
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51b4b1131e
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[Bugfix]: Fix online serving failure when using deploy config (#3537)
Signed-off-by: KexiongYu <yukexiong1@huawei.com>
Signed-off-by: Y. Fisher <yukexiong1@huawei.com>
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2026-05-14 11:17:15 +08:00 |
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Nick CaoandClaude
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dca369d448
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[Perf] Remove dead audio_tower and visual from Qwen2.5-Omni talker stage (#3425)
Signed-off-by: Nick Cao <ncao@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-05-12 23:24:13 +08:00 |
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d7ea5d5979
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[New Model] Add support for tencent/Covo-Audio-Chat (#2293)
Signed-off-by: Dnoob <dxpouo@gmail.com>
Signed-off-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-05-12 14:39:58 +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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Nick CaoandClaude
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bd4ede391b
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[Perf] Remove dead audio_tower and visual from Qwen3-Omni talker stage (#3296)
Signed-off-by: Nick Cao <ncao@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-05-11 16:04:56 +00:00 |
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Y. Fisher
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a33e2eb588
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[Config] Add HunyuanImage3 deploy configs (#3172)
Signed-off-by: KexiongYu <yukexiong1@huawei.com>
Signed-off-by: Y. Fisher <yukexiong1@huawei.com>
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2026-05-11 22:49:19 +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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baonudesifeizhaiandroG0d
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c4a0990044
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（Phase 1）Add ModelOpt FP8 auto-detect support for diffusion checkpoints #2709 (#2913)
Signed-off-by: roG0d <rodgarcas98@gmail.com>
Signed-off-by: roG0d <baonudesifeizhai@gmail.com>
Signed-off-by: baonudesifeizhai <85092850+baonudesifeizhai@users.noreply.github.com>
Co-authored-by: roG0d <rodgarcas98@gmail.com>
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2026-05-09 16:55:05 +08:00 |
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f6e3dece09
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[Feature] Add FP8 quantization for Voxtral TTS (#3036)
Signed-off-by: akshatvishu <akshatnayak197@gmail.com>
Signed-off-by: Chen-Yo Sun <chenyo.sun@mistral.ai>
Signed-off-by: akshatvishu <33392262+akshatvishu@users.noreply.github.com>
Co-authored-by: Chen-Yo Sun <chenyo.sun@mistral.ai>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
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2026-05-08 22:40:36 -04:00 |
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Nick Cao
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e6466cf0e6
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[Refactor] Replace and ban a few torch.cuda functions in favor of torch.accelerator replacements. (#3365)
Signed-off-by: Nick Cao <ncao@redhat.com>
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2026-05-07 23:23:59 +08:00 |
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Peiqi Yin
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5d4b16e6e3
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[BugFix] Qwen2.5-Omni streaming code2wav input handling (#3396)
Signed-off-by: yinpeiqi <yinpeiqi809@gmail.com>
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2026-05-07 11:00:20 +08:00 |
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b25ea13cb0
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[BugFix] Fixed a precision issue with one-word answers. (#3385)
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Canlin Guo <961750412@qq.com>
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2026-05-07 06:21:00 +08:00 |
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Juan Pablo ZuluagaandYueqian Lin
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19f8f42822
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[Feat][Qwen3-Omni] Add CUDA graph support for Code2Wav decoder (#2376)
Signed-off-by: JuanPZuluaga <juanz9312@gmail.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
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2026-05-07 06:16:03 +08:00 |
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Sy03
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2b85474c23
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[Bugfix] Propagate seed to Qwen3-TTS Fast AR sampler (#3350)
Signed-off-by: Sy03 <1370724210@qq.com>
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2026-05-05 14:57:55 -04:00 |
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44cde33eb5
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[Bugfix][HunyuanImage3] Fix offline AR garbage output by switching to Instruct chat template (#3243)
Signed-off-by: zuiho <wu15922848573@outlook.com>
Signed-off-by: TaffyOfficial <2324465096@qq.com>
Signed-off-by: zuiho-kai <31877877+zuiho-kai@users.noreply.github.com>
Signed-off-by: zuiho <2324465096@qq.com>
Co-authored-by: TaffyOfficial <2324465096@qq.com>
Co-authored-by: zuiho-kai <31877877+zuiho-kai@users.noreply.github.com>
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2026-05-06 00:31:02 +08:00 |
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Nick CaoandClaude
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fde38ca54f
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[Refactor][Qwen3-TTS] Construct Code2Wav decoder natively (#2341)
Signed-off-by: Nick Cao <ncao@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-05-05 15:26:30 +00:00 |
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Juan Pablo ZuluagaandJuanPZuluaga
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b64ab05d09
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[TTS][SpeakerCacheManager] A global speaker cache manager for Voice Cloning (#2630)
Signed-off-by: JuanPZuluaga <juanz9312@gmal.com>
Co-authored-by: JuanPZuluaga <juanz9312@gmal.com>
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2026-05-05 10:53:45 -04:00 |
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Alex Brooks
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bb239fa949
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[Core] Support Async & Sync AutoRegressive Scheduling (#3306)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
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2026-05-05 12:09:45 +08:00 |
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