 Naga Sai Abhinay Devarinti
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6581e2afa9
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[Model] Add Krea 2 text-to-image diffusion model (#4730)
Signed-off-by: Abhinay1997 <devarintinagasaiabhinay@gmail.com>
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2026-07-11 16:25:41 -07:00 |
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Isotr0py
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b95905deb1
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[Quantization] Migrate GGUF diffusion model support to OOT plugin (#4769)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
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2026-07-11 18:48:43 +00:00 |
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Samit
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b96bc5ac87
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Support HuggingFace kernels package for native diffusion attention backends (#4926)
Signed-off-by: samithuang <285365963@qq.com>
Signed-off-by: Samit <285365963@qq.com>
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2026-07-08 14:34:36 +08:00 |
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Zhang Jian
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d5e197fb97
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[Diffusion][Feature] Add SP for Omnigen2 (#3206)
Signed-off-by: Zhang Jian <jianmusings@gmail.com>
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2026-07-08 10:29:41 +08:00 |
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Yukim1andAdvik
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460a5c6b48
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[Refactor] Migrate MammothModa2 and OmniVoice to pipeline registry (#4647)
Signed-off-by: Advik <scince5678@gmail.com>
Signed-off-by: Nightwing-77 <scince5678@gmail.com>
Signed-off-by: zwhzzz0821 <2831474076@qq.com>
Co-authored-by: Advik <scince5678@gmail.com>
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2026-07-08 00:44:33 +00:00 |
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Aleksi VesantoandWeiQing Chen
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0455bffc37
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[ROCm][Perf] Add ROCm support for MXFP4 (w4a4) online quantization (#4104)
Signed-off-by: Aleksi Vesanto <avesanto@amd.com>
Co-authored-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>
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2026-07-03 13:17:32 +08:00 |
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Mu GuanLin
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3023bc40c2
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[Feature][Refactor] LTX-2.3 I2V Support, Public Examples, and Shared Pipeline Refactor (#4739)
Signed-off-by: mglyn <1203789601@qq.com>
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2026-07-03 11:29:22 +08:00 |
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CAICAII
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b443504d61
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[Diffusion] Add Diffusers quantization config bridge (#3837)
Signed-off-by: CAICAIIs <3360776475@qq.com>
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2026-07-03 03:06:44 +00:00 |
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Renzheng Wang
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6b11f6b41d
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[Bugfix][Quant] Gate quack FP8 to datacenter Blackwell (sm_100.x) only (#4817)
Signed-off-by: wangrzneu <wangrzneu@gmail.com>
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2026-07-01 16:51:17 +00:00 |
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dd3a4d0a29
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[Feat] Support CFG-Parallel For Sensenova-U1-8B-MoT (#4188)
Signed-off-by: sphinxkkkbc <binchengkang8@gmail.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: sphinxkkkbc <binchengkang8@gmail.com>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
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2026-06-30 08:03:26 +00:00 |
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Mohammed Saif AbedandClaude
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2fc00efa49
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[Model] Migrate MammothModa2-Preview example to standard task example + model_extras (#4691)
Signed-off-by: mo saif <moisf56@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-06-30 04:34:06 +00:00 |
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faceless void
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11f6a0b72e
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Make speech streaming default to SSE (#4679)
Signed-off-by: syd520zy <529477025@qq.com>
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2026-06-30 02:17:24 +00:00 |
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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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Chendi.Xue
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60ccadfbb6
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[WAN_S2V] Enable HSDP for wan s2v (#4458)
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
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2026-06-28 06:27:58 +02:00 |
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Rahul SteigerandHongsheng Liu
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327e9dcaf2
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[Feature] Spatially-sharded (SP) decode for the Wan VAE (#4620)
Signed-off-by: Rahul Steiger <rsteiger@nvidia.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-06-27 09:01:25 +08:00 |
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zhumingjue138
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0d0f4e669e
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[Test] add reliability test case for HunyuanImage-3.0-Instruct and reliability/stability test for VoxCPM2 (#4600)
Signed-off-by: zhumingjue <zhumingjue@huawei.com>
Signed-off-by: [Your Name] [Your Email]
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2026-06-25 04:41:19 +00:00 |
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Chendi.Xue
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eb81914c64
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[S2V] Add sequence parallelism support to WanS2VTransformer3DModel (#4276)
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
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2026-06-24 14:04:04 +08:00 |
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1951dca786
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[Model] add soulx-singer support (#3862)
Signed-off-by: Mr.Dong <1042542469@qq.com>
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: Mr.Dong <1042542469@qq.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
Co-authored-by: Yueqian Lin <linyueqian@outlook.com>
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2026-06-24 05:36:45 +00:00 |
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Kwokho TsuiandKwokho Tsui
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6bdd85b384
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[Doc] validate Cosmos3-Super online FP8 (#4584)
Signed-off-by: Kwokho Tsui <kh_tsui@163.com>
Co-authored-by: Kwokho Tsui <kh_tsui@163.com>
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2026-06-22 02:24:04 +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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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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