 Joni JuvonenandHongsheng Liu
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20b7a67b0d
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[Perf][Wan2.2] Skip attention mask for zero-padded SP sequences to avoid varlen path (#3763)
Signed-off-by: jjuvonen-amd <joni.juvonen@amd.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-06-13 07:50:39 +08:00 |
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Ting FU
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1be1a71156
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[Model] Add more resolution support for HunyuanImage3.0 (#4004)
Signed-off-by: Semmer <semmer@live.cn>
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2026-06-12 14:44:00 +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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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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dengyunyang
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eb964dcec5
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[HunyuanImage][Perf] opt prepare_attention_mask for e2e latency 6% reduction (#4333)
Signed-off-by: dengyunyang <584797741@qq.com>
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2026-06-11 19:06:22 +08:00 |
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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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WeiQing ChenandHongsheng Liu
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f3d40b5402
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[Bugfix] Add Cosmos3-Nano baselines and fix USP gather (#4301)
Signed-off-by: david6666666 <530634352@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-06-11 18:36:26 +08:00 |
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Kushanam
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74b5ae5ebe
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[Bugfix] Fix SP denoise indentation bug on BAGEL (#4328)
Signed-off-by: Kushan A. <kahmadian@nvidia.com>
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2026-06-11 03:32:22 +00:00 |
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3753b21c3d
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[Feature] LoRA support for SenseNova-U1 (#3971)
Signed-off-by: leohuang257 <masugchds@gmail.com>
Signed-off-by: Guanzhe (Leo) Huang <116847811+leohuang257@users.noreply.github.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Yuanheng Zhao <54058983+yuanheng-zhao@users.noreply.github.com>
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2026-06-09 14:36:35 +00:00 |
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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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Mu GuanLin
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02eb7a4ecb
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[Bugfix] Register LTX RMSNorm identity weight as buffer (#4278)
Signed-off-by: mglyn <1203789601@qq.com>
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2026-06-09 09:09:39 +00:00 |
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yangjianjuan
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cb1c5a0c39
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[Perf] lance perf optimize (t2i & i2i) (#4214)
Signed-off-by: yangjianjuan <510818155@qq.com>
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2026-06-09 08:31:57 +00:00 |
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weizhoublue
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1b85df0510
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fix: Propagate Quantization Configuration to HunyuanVideo-1.5 I2V Transformer to Enable FP8 Layers (#4245)
Signed-off-by: weizhoublue <weizhou.lan@daocloud.io>
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2026-06-09 15:28:32 +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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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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SYLAR
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29b18ea298
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[Quant] ModelOpt FP8 for Wan2.2 & HunyuanVideo-1.5 video-gen (#3305)
Signed-off-by: WeiQing Chen <david6666666@users.noreply.github.com>
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2026-06-08 02:53:06 +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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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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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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dengyunyang
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469c1dc87e
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[HunyuanImage3.0][Performance][Optimazation]Adjust perf config (#4149)
Signed-off-by: dengyunyang <584797741@qq.com>
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2026-06-04 22:54:46 +08:00 |
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Alex Brooks
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e10aca30ec
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[CI] Update Bagel Pixels (#4081)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
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2026-06-04 10:37:34 +00:00 |
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Zhou Taichang
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af02713952
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[Bugfix] harden diffusion model prefetch against transformers v5 shard-resolution race (#4076)
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2026-06-04 12:14:25 +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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Canlin Guo
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ce69eb35e9
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[Refactor] Refactor HunyuanImage3 SigLIP2 ViT to vLLM layers (#3297)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
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2026-06-03 17:51:06 +08:00 |
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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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NumberWan
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35ee3c7543
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[BugFix]Qwen-Image performance regression by using torch RMSNorm(RMSNorm backend) (#4074)
Signed-off-by: NumberWan <wantszkin2003@gmail.com>
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2026-06-02 23:19:17 +08:00 |
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lsyyyyy
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bd37f3c27d
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Support VAE parallel for Bagel (#3982)
Signed-off-by: siyuan.lei <siyuanlei37@gmail.com>
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2026-06-02 13:14:01 +00:00 |
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Boopathy Kannappan
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7c729e19d7
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[Bugfix] Fix SD3 T5 truncation check device mismatch on long prompts (#3949)
Signed-off-by: bkannappan <bkannappan@digitalocean.com>
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2026-06-02 11:04:08 +00:00 |
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NATURE
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1fb423e5f6
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[Perf][Bagel] Avoid per-step device syncs in Bagel img2img (#3987)
Signed-off-by: natureofnature <wzliu@connect.hku.hk>
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2026-06-02 10:58:32 +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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b76291d6a1
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[New Model] Add Lance (ByteDance) (#3710)
Signed-off-by: lishunyang <lishunyang03@gmail.com>
Signed-off-by: lishunyang12 <lishunyang12@163.com>
Signed-off-by: WeiQing Chen <david6666666@users.noreply.github.com>
Co-authored-by: lishunyang <lishunyang03@gmail.com>
Co-authored-by: Haco <923390377@qq.com>
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2026-06-01 16:01:25 +08:00 |
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boatmanandsphinxkkkbc
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2dcfcc0519
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[Feat]Support Nonverbal Tags in OmniVoice (#3968)
Signed-off-by: sphinxkkkbc <binchengkang8@gmail.com>
Co-authored-by: sphinxkkkbc <binchengkang8@gmail.com>
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2026-06-01 15:51:05 +08:00 |
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Yi LiuandCopilot
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ef71d74c81
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[Bugfix] Fix FLUX W4A16/AutoRound quant_config propagation (#3587)
Signed-off-by: yiliu30 <yi4.liu@intel.com>
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
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2026-06-01 04:06:02 +00:00 |
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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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NumberWan
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6f4bd3e45c
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[BugFix]Qwen-Image performance regression by using omni RMSNorm(RMSNorm backend) (#3933)
Signed-off-by: NumberWan <wantszkin2003@gmail.com>
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2026-05-31 08:06:18 +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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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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WeiQing Chen
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67bb9b4a12
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[CI][Bugfix] Fix LTX audio-video warmup output typing (#3964)
Signed-off-by: david6666666 <530634352@qq.com>
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2026-05-29 07:46:02 +00:00 |
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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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c69ed4037d
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[feat] Support prompt embedding caching for diffusion model (#2962)
Signed-off-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Co-authored-by: Samit <285365963@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-05-29 15:36:03 +08:00 |
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Alex Brooks
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68a1d23e4d
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[Bugfix/Feature] Remove Hardcoded Flash Attention in Bagel & Support GQA in SDPA Backend (#3728)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
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2026-05-29 10:36:15 +08:00 |
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Liang Lv
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b72ffb82bb
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[AutoRound] Support GLM-Image W4A16 quantization model (#3059)
Signed-off-by: lvliang-intel <liang1.lv@intel.com>
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2026-05-28 07:19:06 +00:00 |
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JiangJie Zhang
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6fa9dbbe42
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[Diffusion] Unify diffusion request identity on request_id (#3744)
Signed-off-by: jader <yjader@foxmail.com>
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2026-05-28 14:56:56 +08:00 |
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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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WeiQing Chen
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6031c7d393
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[CI] Add HunyuanVideo 1.5 X2V accuracy tests (#3852)
Signed-off-by: david6666666 <530634352@qq.com>
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2026-05-28 11:09:45 +08:00 |
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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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