 汪志鹏
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950e66a44c
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[Feature]Migrate helios example (#4569)
Signed-off-by: princepride <wangzhipeng628@gmail.com>
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2026-06-21 07:37:16 +00:00 |
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Ian Eaves
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951ae28eb0
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[Frontend] Configurable video storage backends with TTL (#2531)
Signed-off-by: Ian Eaves <ian.k.eaves@gmail.com>
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2026-06-19 17:41:22 -06:00 |
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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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ed37d8e7a2
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[Docs] Fix hallucinated stage CLI flags in documentation and comments (#4512)
Signed-off-by: akshatvishu <akshatnayak197@gmail.com>
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2026-06-17 20:49:56 +08:00 |
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Chendi.XueandHongsheng Liu
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e7f0db1067
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[SDXL] SDXL model enabling (#4331)
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-06-16 22:51:11 +08:00 |
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46e0b71423
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[Enhancement] Introduce High-Performance MoT (Mixture-of-Tokens) Kernels: Triton Implementation (#3960)
Signed-off-by: Yufeng Zhu <yzhu802@gatech.edu>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: Zhengyuan Su <su.zhengyuan@u.nus.edu>
Co-authored-by: Yufeng Zhu <yzhu802@gatech.edu>
Co-authored-by: Zhengyuan Su <su.zhengyuan@u.nus.edu>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
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2026-06-16 03:08:02 +00:00 |
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Guanzhe (Leo) Huang
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c9d5545b52
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[Doc] validate Cosmos3-Nano online FP8 (#4393)
Signed-off-by: leohuang257 <masugchds@gmail.com>
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2026-06-15 03:36:19 +00:00 |
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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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zhumingjue138
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18e083e512
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[Docs] add doc for failure mode (#3926)
Signed-off-by: zhumingjue <zhumingjue@huawei.com>
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2026-06-11 10:36:34 +08:00 |
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Mu GuanLin
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bf03413c36
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[Feat] Add vae-decode-parallel for LTX-2.3 (#4277)
Signed-off-by: mglyn <1203789601@qq.com>
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2026-06-09 13:14:16 +00:00 |
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SYLAR
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b5352a5869
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[Quant][Perf] Default Blackwell FP8 GEMM to quack CuteDSL fused-bias kernel (#4241)
Signed-off-by: WeiQing Chen <david6666666@users.noreply.github.com>
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2026-06-08 19:44:20 +00:00 |
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Mu GuanLin
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13f9ecaef8
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[Perf] Keep LTX2.3 auxiliary modules resident by default (#4144)
Signed-off-by: mglyn <1203789601@qq.com>
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2026-06-08 19:15:06 +08:00 |
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Gao Han
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963ba1ab7a
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[CI] Revert "[Feature] gen-only FP8 Quantization Support for SenseNova-U1" (#4196)
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2026-06-06 08:39:10 +08:00 |
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Guanzhe (Leo) Huang
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b63b36ded3
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[Feature] gen-only FP8 Quantization Support for SenseNova-U1 (#3943)
Signed-off-by: leohuang257 <masugchds@gmail.com>
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2026-06-05 02:51:11 +00:00 |
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Chendi.XueandMengkejiergeli Ba
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31f882935d
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[XPU][S2V] Optimize Wan2.2 S2V: RoPE refactor + cache_dit enabling (#4062)
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
Co-authored-by: Mengkejiergeli Ba <mengkejiergeli.ba@intel.com>
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2026-06-05 06:20:16 +08:00 |
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rein yangandHongsheng Liu
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3a7c7f1422
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[Bugfix] fix qwen3-omni performance regression (#3575)
Signed-off-by: rein yang <ruiruyang2@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-06-02 23:02:07 +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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Yueqian LinandHongsheng Liu
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c067485030
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[Perf][TTS] Bounded-K active-stream window for Stage 1 (RFC #3535) (#3592)
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-06-01 21:59:10 +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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WeiQing Chen
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a3456752c5
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[Diffusion] Support USP and VAE patch parallel for HunyuanVideo 1.5 (#3979)
Signed-off-by: david6666666 <530634352@qq.com>
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2026-05-30 14:40:42 +08:00 |
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fywc
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272e626100
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[Feat] support cache-dit for SenseNova-U1 (#3906)
Signed-off-by: hanzheli <hanzheli@kuaishou.com>
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2026-05-29 17:40:54 +00:00 |
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Chen ChengandClaude Opus 4.7
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f1c2caa3c7
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[Perf][Qwen3-TTS] Restore Code2Wav cross-request batching (RFC #3163 P0) (#3322)
Signed-off-by: ischencheng <cheng21@seas.upenn.edu>
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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2026-05-29 08:48:58 -06:00 |
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126fb4b4a9
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[Blackwell][1/N] Add SageAttention3 diffusion backend on blackwell(GB200/B200/RTX5090/PRO6000/DGX Spark available) (#3015)
Signed-off-by: lishunyang <lishunyang12@163.com>
Signed-off-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>
Co-authored-by: lishunyang <lishunyang12@163.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
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2026-05-28 14:08:45 +00:00 |
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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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mglyn
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2b999429c4
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[Feature] Add cfg-parallel for LTX-2.3 (#3905)
Signed-off-by: mglyn <1203789601@qq.com>
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2026-05-28 04:36:33 +00:00 |
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373d3c7476
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[Blackwell] Add CUDNN_ATTN and FLASHINFER_ATTN backends for diffusion (auto-route) (#3079)
Signed-off-by: lishunyang <lishunyang12@163.com>
Signed-off-by: Zhang <jianmusings@gmail.com>
Signed-off-by: Zhang Jian <jianmusings@gmail.com>
Co-authored-by: frauttauteffasu <247219357+frauttauteffasu@users.noreply.github.com>
Co-authored-by: Zhang Jian <jianmusings@gmail.com>
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2026-05-28 11:09:25 +08:00 |
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Chendi.Xue
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1903cee56a
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[MXFP8][XPU] enable mxfp8 using vLLM main repo method (#3782)
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
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2026-05-28 02:47:22 +00:00 |
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JohnJan
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36dc32ff81
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[Feature] support SP for FLUX.2-dev (#3244)
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2026-05-27 20:43:02 +08:00 |
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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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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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ANHDYandwangmengdi
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28467dc19a
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[feature]: support Hidream-I1-Full model (#2572)
Signed-off-by: wangmengdi <160612767@qq.com>
Co-authored-by: wangmengdi <wangmengdi@cmss.chinamobile.com>
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2026-05-22 15:23:03 +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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8297570c2b
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[AutoRound] Support WAN2.2 W4A16 quantization model (#3353)
Signed-off-by: lvliang-intel <liang1.lv@intel.com>
Signed-off-by: hyh_hh <huyinghong1@huawei.com>
Co-authored-by: hxhhhlalala <hyh_hh@163.com>
Co-authored-by: hyh_hh <huyinghong1@huawei.com>
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2026-05-21 17:54:41 +08:00 |
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Samit
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083b5e363f
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[Diffusion] Support LoRA in step-wise execution (#3639)
Signed-off-by: samithuang <285365963@qq.com>
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2026-05-20 22:26:18 +08:00 |
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WeiQing Chen
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f74cba84ac
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[Docs] Complete quantization nav and online guide (#3764)
Signed-off-by: David Chen <530634352@qq.com>
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2026-05-20 15:52:40 +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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hxhhhlalalaandhyh_hh
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9dd36e3afd
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[NPU][Quant] Add W4A4 MXFP4 online & MXFP4 dual-scale online/offline quantization support for Wan2.2 T2V / I2V inference on Ascend NPU (#3578)
Signed-off-by: hyh_hh <huyinghong1@huawei.com>
Co-authored-by: hyh_hh <huyinghong1@huawei.com>
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2026-05-20 06:21:29 +00:00 |
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WeiQing Chen
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a3d4ed809d
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[Quantization][tools] Add diffusion quantization output comparison tool (#3175)
Signed-off-by: david6666666 <530634352@qq.com>
Signed-off-by: David Chen <530634352@qq.com>
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2026-05-20 00:14:08 +08:00 |
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bjf-frzandbjfwhite
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1fa734419e
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[Refactor]Rename diffusion benchmark backend to endpoint (#3137)
Signed-off-by: bjf-frz <frz123db@gmail.com>
Signed-off-by: bjfwhite <baijingfan1@huawei.com>
Co-authored-by: bjfwhite <baijingfan1@huawei.com>
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2026-05-19 11:30:33 +08:00 |
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Rustam Khadipash
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89f8819525
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[Feature] Add support for Pipeline Parallel and integrate it into Wan 2.2 (#2322)
Signed-off-by: Rustam Khadipash <16683750+hadipash@users.noreply.github.com>
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2026-05-19 09:42:17 +08:00 |
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rongfu.leng
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c5ac295e3c
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[Feat] Add helios support cache dit (#3470)
Signed-off-by: rongfu.leng <lenronfu@gmail.com>
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2026-05-16 21:11:34 +08:00 |
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lyj-jjjandCursor
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bbc00f9f86
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[BugFix] fix(omni): isolate diffusion KV-cache dtype from vLLM --kv-cache-dtype #3585 (#3596)
Signed-off-by: lyj-jjj <liuyingjun5@huawei.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
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2026-05-15 11:22:59 +08:00 |
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hxhhhlalalaandhyh_hh
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a715abd447
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[NPU][Quant] Add W8A8 MXFP8 online/offline quantization support for Wan2.2 T2V / I2V / TI2V inference on Ascend NPU (#3140)
Signed-off-by: hyh_hh <huyinghong1@huawei.com>
Co-authored-by: hyh_hh <huyinghong1@huawei.com>
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2026-05-13 17:14:42 +08:00 |
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56ca7dd612
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support online FP8 quantization for FA on NPU #2236 (#2640)
Signed-off-by: lyj-jjj <liuyingjun5@huawei.com>
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: gcanlin <canlinguosdu@gmail.com>
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2026-05-13 11:46:00 +08:00 |
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汪志鹏
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c9a8556c24
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[New Model]: Add sensenova u1 support (#3319)
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
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2026-05-11 22:19:00 +08:00 |
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Canlin GuoandHongsheng Liu
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ef7f2f1cd2
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[Docs] Refactor the attention backend docs/skill (#3475)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-05-11 09:13:07 +08:00 |
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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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Nick CaoandClaude
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65bc968465
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[Refactor] Rename SupportsModuleOffload to SupportsComponentDiscovery (#3354)
Signed-off-by: Nick Cao <ncao@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-05-08 14:16:49 +00:00 |
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lsyyyyyand汪志鹏
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32663f21d5
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[Feat] support hsdp for Bagel (#3150)
Signed-off-by: siyuan.lei <siyuanlei37@gmail.com>
Signed-off-by: lsyyyyy <siyuanlei37@gmail.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
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2026-05-08 15:20:42 +08:00 |
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