 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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MaciejBalaNV
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47871d5e20
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Updated Cosmos3 docstrings (#4727)
Signed-off-by: Maciej Bala <mbala@nvidia.com>
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2026-06-27 06:39:42 +08:00 |
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bmengkeandHongsheng Liu
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329c98ff9d
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Wan2.2: Fix the bug of using cache-dit with ulysses in t2v and i2v (#3927)
Signed-off-by: Mengkejiergeli Ba <mengkejiergeli.ba@intel.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-06-25 15:15:59 +00:00 |
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5db89b41c4
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[Core] hunyuan-image prefetch kv (#4448)
Signed-off-by: z00806815 <zhuhonghan@huawei.com>
Signed-off-by: zhuhh97 <zhuhonghan@huawei.com>
Signed-off-by: dph97 <nenbaying@163.com>
Signed-off-by: zhh <zhh@users.noreply.github.com>
Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
Co-authored-by: zhuhh97 <zhuhh97@users.noreply.github.com>
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2026-06-25 21:31:49 +08:00 |
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8ddcb3621f
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[Config] Add structured VllmOmniConfig classes (#4425)
Signed-off-by: Acerak01-fy <wfy2003324@163.com>
Signed-off-by: zwhzzz0821 <2831474076@qq.com>
Signed-off-by: Wang fuyin <wfy2003324@163.com>
Co-authored-by: zwhzzz0821 <2831474076@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-06-25 17:48:20 +08:00 |
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Daniel SocekandDidan Deng
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fb563fbd19
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[Bugfix] Fix CFG-parallel broadcast dtype mismatch in GLM-Image (#3956)
Signed-off-by: Daniel Socek <daniel.socek@intel.com>
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
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2026-06-25 13:14:29 +08:00 |
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0fd2620d56
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[BugFix] Fix MammothModa2 Text-to-Image Bug (#4299)
Signed-off-by: menjiantong <menjiantong@foxmail.com>
Co-authored-by: menjiantong <menjiantong@foxmail.com>
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
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2026-06-25 13:14:02 +08:00 |
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WeiQing ChenandIanniu
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d94108693a
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[BugFix] Fix Wan2.2-VACE-Fun cache and serving lifecycle (#4667)
Signed-off-by: Ianniu <985683179yzy@gmail.com>
Signed-off-by: david6666666 <530634352@qq.com>
Co-authored-by: Ianniu <985683179yzy@gmail.com>
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2026-06-25 11:20:58 +08:00 |
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bjf-frz
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d612233bef
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[Bugfix][CI]Fix HSDP regional compile boundary (#4668)
Signed-off-by: bjf-frz <frz123db@gmail.com>
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2026-06-25 02:52:52 +00:00 |
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Yuanheng Zhao
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fb3abb38fb
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[refactor] Flatten Ming-flash-omni-2.0 imagegen args (#4587)
Signed-off-by: Yuanheng <jonathan.zhaoyh@gmail.com>
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2026-06-24 17:01:58 +08:00 |
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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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MaciejBalaNVandHongsheng Liu
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6dc4638a7e
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Fixed Cosmos3 regression (#4627)
Signed-off-by: Maciej Bala <mbala@nvidia.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-06-24 09:03:34 +08:00 |
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3901ad8165
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[feat] Streaming diffusion video generation output (#3737)
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: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
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2026-06-23 09:57:53 +00:00 |
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Y. Fisher
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64efa66869
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[NPU] Initialize Ascend config for diffusion workers (#4386)
Signed-off-by: KexiongYu <yukexiong1@huawei.com>
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2026-06-23 03:12:44 +00:00 |
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Nick CaoandClaude
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6646a66d41
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[BugFix] Use ModuleDiscovery for HSDP DiT sharding to support nested pipelines (#3456)
Signed-off-by: Nick Cao <ncao@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-06-23 02:54:14 +00:00 |
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bjf-frz
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2447740308
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[Perf]perf: skip unused Cosmos3 I2V conditioning latents (#4614)
Signed-off-by: bjf-frz <frz123db@gmail.com>
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2026-06-22 09:51:47 +00:00 |
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汪志鹏
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a10eac0f8c
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[Feature]: Migrate magi human example (#4572)
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
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2026-06-22 15:17:00 +08:00 |
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WeiQing ChenandHongsheng Liu
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f0d7fe18f2
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[Perf][Cosmos3] Optimize I2V conditioning transfer (8.63% faster x-inference) (#4467)
Signed-off-by: david6666666 <530634352@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-06-22 01:59:03 +00:00 |
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Alex Brooksand汪志鹏
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7ff11d8d0f
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[Perf/Fix] Reimplement Batched CFG Forward for Bagel (#4098)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
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2026-06-22 07:37:21 +08:00 |
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MaciejBalaNVandHongsheng Liu
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fc32d9fe6f
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Improve Cosmos3 v2v quality (#4514)
Signed-off-by: Maciej Bala <mbala@nvidia.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-06-21 22:20:30 +08:00 |
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Shin
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1292c47804
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[BugFix]Fix diffusion profile RPC None results (#4372)
Signed-off-by: yixiaoer <shin@yixiaoer.sg>
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2026-06-21 17:14:21 +08:00 |
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MaciejBalaNV
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a1e1ac0155
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Cosmos3 transfer (#4379)
Signed-off-by: Maciej Bala <mbala@nvidia.com>
Signed-off-by: MaciejBalaNV <mbala@nvidia.com>
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2026-06-21 09:59:18 +08:00 |
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Zhengyuan Su (苏政渊)andClaude Opus 4.8
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2d0b1d8a29
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[Diffusion] add GR00T-N1.7 pipeline with OpenPI serving (#3798)
Signed-off-by: Zhengyuan Su <su.zhengyuan@u.nus.edu>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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2026-06-20 11:45:26 +08:00 |
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TJian
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e70822ed54
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[ROCm] [CI] Fix diffusion test (#4574)
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
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2026-06-20 08:31:39 +08:00 |
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Alex Brooks
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6ff246bf3c
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[Cache Refactor 1/N] Simplify CacheDiT Integration (#2527)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
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2026-06-20 08:30:44 +08:00 |
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Kwokho TsuiandKwokho Tsui
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7e152ca64b
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[Bugfix] Fix HSDP + FP8 online quantization compatibility (#4494)
Signed-off-by: Kwokho Tsui <kh_tsui@163.com>
Co-authored-by: Kwokho Tsui <kh_tsui@163.com>
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2026-06-19 15:06:27 +08:00 |
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amy-why-3459
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f05e03aea8
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[Perf][DreamZero]dreamzero supports CUDA graph, torch.compile, and DiT Caching. (#4213)
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
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2026-06-19 14:24:37 +08:00 |
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yangyonggit
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37a442447e
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[Cleanup] Remove duplicate HiDreamI1ImagePipeline (fixes #4009) (#4045)
Signed-off-by: leo.yang <leo.yang.engineer@gmail.com>
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2026-06-19 06:32:18 +08:00 |
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Honghan Zhu
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8f28b969e9
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[Feat] DreamZero fix tp & cross attn cache (#4154)
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2026-06-18 10:57:04 +00:00 |
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f75c437a60
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[Refactor]Base class for dit pipelines with unified parameter declaration[1/N] (#4225)
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
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2026-06-18 17:14:18 +08:00 |
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bjf-frz
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14d70d9870
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[Perf]Enable regional compile for Cosmos3 HSDP blocks (#4485)
Signed-off-by: bjf-frz <frz123db@gmail.com>
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2026-06-18 16:54:05 +08:00 |
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汪志鹏
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f195e44bc1
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[BugFix]: Fix Bagel generate_image denoising schedule (#4509)
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2026-06-18 02:02:38 +00:00 |
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Nick CaoandClaude
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e957d16f8d
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[Refactor] Migrate existing pipelines to use SupportsComponentDiscovery for offload discovery (#3076)
Signed-off-by: Nick Cao <ncao@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-06-17 21:33:06 +08:00 |
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KristofferandHongsheng Liu
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890803ca06
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[Wan2.2] Fix "uninitialized nn.Module of type RotaryEmbeddingWan" graph-break (#4053)
Signed-off-by: Kristoffer Torp <kristoffer.torp@amd.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-06-17 15:48:22 +08:00 |
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64a5bb92de
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[Refactor] Omni Stage Runtime and Distributed Replica Control Plane (#3855)
Signed-off-by: yinpeiqi <yinpeiqi809@gmail.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Chenguang ZHENG <645327136@qq.com>
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2026-06-17 14:13:20 +08:00 |
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KristofferandHongsheng Liu
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e3621ec633
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[Perf][qwen-image-edit] Skip attention-mask to avoid varlen path (#4293)
Signed-off-by: kTorp <Kristoffer.Torp@amd.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-06-16 22:52:04 +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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Samit
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5f5b77aa9c
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[BugFix][Qwen-Image] align txt_seq_lens RoPE width with padded embeds (#4474)
Signed-off-by: samithuang <285365963@qq.com>
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2026-06-16 19:09:25 +08:00 |
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Kwokho TsuiandKwokho
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3bce5e2e3a
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[Bugfix] Cosmos3: fix HSDP dtype mismatch on time_embedder via _hsdp_ignored_modules (#4452)
Signed-off-by: Kwokho <kh_tsui@163.com>
Co-authored-by: Kwokho <kh_tsui@163.com>
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2026-06-16 04:06:14 +00:00 |
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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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dengyunyang
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a86c333c7e
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[Perf][HunyuanImage] remove sync logic (#4401)
Signed-off-by: dengyunyang <584797741@qq.com>
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2026-06-16 05:28:51 +08:00 |
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Hongsheng Liu
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aff0af9754
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[Refactor] Extract diffusion output formatting boundary (#4407)
Signed-off-by: hsliuustc0106 <liuhongsheng4@huawei.com>
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2026-06-15 22:50:50 +08:00 |
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Yuzhu Dong
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e2e79177db
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Support DROID policy server for Cosmos3 OpenPI (#4282)
Signed-off-by: yuzhud <yuzhudong@gmail.com>
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2026-06-15 21:22:59 +08:00 |
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ae937320ff
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[Feature] Add HunyuanImage3 DiT grouped step batching (#4041)
Signed-off-by: TaffyOfficial <2324465096@qq.com>
Signed-off-by: zuiho <2324465096@qq.com>
Co-authored-by: TaffyOfficial <2324465096@qq.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-06-15 20:36:41 +08:00 |
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Mu GuanLin
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11829ccd75
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[Bugfix] Fix LTX-2.3 tensor-parallel gated attention (#4439)
Signed-off-by: mglyn <1203789601@qq.com>
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2026-06-15 11:40:06 +00:00 |
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Ting FU
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6c6fde3e6d
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[BugFix] Fix HunyuanImage3 size match issue (#4416)
Signed-off-by: Semmer <semmer@live.cn>
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2026-06-15 09:36:39 +08:00 |
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Zhou Taichang
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7b837944a1
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[Rebase] Rebase to vllm 0.23.0 (#4286)
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
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2026-06-13 16:43:02 +00:00 |
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Chendi.Xue
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a9ee92ddec
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[XPU] update Dreamzero to support any HW (#4399)
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
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2026-06-13 15:32:39 +00:00 |
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Hongsheng Liu
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fa94f41807
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[Bugfix] Surface all-rank diffusion RPC failures (#4403)
Signed-off-by: hsliuustc0106 <liuhongsheng4@huawei.com>
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2026-06-13 15:42:16 +08:00 |
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