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f84f0e72fd
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[Bug Fix] Hunyuan image cfg bugfix (#4752)
Signed-off-by: zhuhh97 <zhuhonghan@huawei.com>
Signed-off-by: dph97 <nenbaying@163.com>
Co-authored-by: zhuhh97 <z00806815@gmail.com>
Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-07-15 13:08:15 +08:00 |
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wkutak
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a7b6a174bc
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Fix loading of ModelOpt FP8 checkpoints for Cosmos3 (#5076)
Signed-off-by: Wojciech Kutak <wkutak@nvidia.com>
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2026-07-14 17:33:27 -07:00 |
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bjf-frz
|
1a4a042a83
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[REFACT]Refactor diffusion outputs to payload metadata (#4922)
Signed-off-by: bjf-frz <frz123db@gmail.com>
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2026-07-14 17:24:03 +08:00 |
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Alex Steiner
|
4b9d09cb87
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[Bugfix][Quantization] Support packed parameters with HSDP (#5088)
Signed-off-by: Alex Steiner <asteiner@nvidia.com>
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2026-07-14 08:24:26 +00:00 |
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Diya Penganddiyapeng
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e0570a0859
|
[Quantization] Add BitsAndBytes W4 online quantization for diffusion transformer (#5037)
Signed-off-by: diyapeng <50388704+diyapeng@users.noreply.github.com>
Co-authored-by: diyapeng <50388704+diyapeng@users.noreply.github.com>
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2026-07-14 15:48:48 +08:00 |
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Rahul Steiger
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66b9ad287a
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Extend Cosmos3 CPU offloading to component and layerwise paths (#4695)
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2026-07-13 09:48:53 +00:00 |
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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
|
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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Ting FU
|
815abce2ba
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[BugFix] fix possible shape mismatch when using ROPE (#4655)
Signed-off-by: Semmer <semmer@live.cn>
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2026-07-07 17:54:39 +08:00 |
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TaffyOfficialandzuiho
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66ec3a2aff
|
[Bugfix] Fix HunyuanImage3 MoE groups for vLLM 0.24 (#4893)
Signed-off-by: zuiho <2324465096@qq.com>
Co-authored-by: zuiho <2324465096@qq.com>
|
2026-07-05 15:37:42 +00:00 |
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Aleksi VesantoandWeiQing Chen
|
0455bffc37
|
[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>
|
2026-07-03 13:17:32 +08:00 |
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akshatvishu
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04f400d36c
|
[Bugfix] Report stepwise Qwen-Image profiler metrics (#4517)
Signed-off-by: akshatvishu <akshatnayak197@gmail.com>
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2026-07-03 04:32:22 +00:00 |
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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>
|
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>
|
2026-07-03 03:06:44 +00:00 |
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Jiaqian Liu
|
f00caf35c4
|
[image][bugfix] Fix HunyuanImage3 bridge request batching (#4849)
Signed-off-by: Celeste-jq <591998922@qq.com>
|
2026-07-03 02:58:13 +00:00 |
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Sean Gillen
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431a7c71ac
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[Model] Cosmos3: Skip unused action conditioning frames (#4789)
Signed-off-by: Sean Gillen <sgillen@nvidia.com>
|
2026-07-03 01:45:44 +00:00 |
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Zeyu Huang | 黃澤宇andHongsheng Liu
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1b0de21c55
|
[Chore]: refactor out unused/redundant params in diffusion pipelines (#1235)
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
|
2026-07-02 16:32:05 +02:00 |
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Jiaqian Liu
|
a25636d780
|
[NPU] Fix HunyuanImage3 MoE EP+SP parallel mapping (#4344)
Signed-off-by: Celeste-jq <591998922@qq.com>
|
2026-07-02 04:14:12 +00:00 |
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Thanaji Rao Thakkalapelli
|
1788d76eb3
|
[Feature] Improve diffusion LoRA compatibility for SDXL (#4825)
Signed-off-by: Thanaji Rao Thakkalapelli <thanaji.rao.thakkalapelli@intel.com>
|
2026-07-01 23:41:16 +00:00 |
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Alex BrooksandDidan Deng
|
d526dc93e8
|
[Fix]: Set .transformer on SenseNova pipeline, warn if no .transformer in CacheDiT summary (#4326)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
|
2026-07-01 17:40:07 +00:00 |
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Zhou Taichang
|
a560ed184d
|
[Rebase] Rebase to vllm v0.24.0 (#4709)
|
2026-06-30 19:41:06 +08:00 |
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SYLAR
|
bb8614595d
|
[BugFix][Cosmos3] Pad sound latents so video+sound runs under sequence parallelism (#4678)
Signed-off-by: lishunyang12 <125541396+lishunyang12@users.noreply.github.com>
Signed-off-by: lishunyang <lishunyang12@163.com>
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2026-06-30 17:23:36 +08:00 |
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boatman
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4028680b7e
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[Perf]: Fused RMSNorm+3D Rope kernel in Sensenova-U1 (#4669)
Signed-off-by: boatman <109857087+sphinxkkkbc@users.noreply.github.com>
|
2026-06-30 16:32:47 +08:00 |
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dd3a4d0a29
|
[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>
|
2026-06-30 08:03:26 +00:00 |
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JiangJie ZhangandSamit
|
c45ac74d43
|
[Core][Frontend] Support request-level batching for diffusion pipelines (#4079)
Signed-off-by: jader <yjader@foxmail.com>
Co-authored-by: Samit <285365963@qq.com>
|
2026-06-29 18:09:19 +02:00 |
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Chendi.Xue
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60ccadfbb6
|
[WAN_S2V] Enable HSDP for wan s2v (#4458)
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
|
2026-06-28 06:27:58 +02:00 |
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Rahul SteigerandHongsheng Liu
|
327e9dcaf2
|
[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>
|
2026-06-27 09:01:25 +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>
|
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>
|
2026-06-25 21:31:49 +08:00 |
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WeiQing ChenandIanniu
|
d94108693a
|
[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
|
d612233bef
|
[Bugfix][CI]Fix HSDP regional compile boundary (#4668)
Signed-off-by: bjf-frz <frz123db@gmail.com>
|
2026-06-25 02:52:52 +00:00 |
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d71cacc74c
|
[perf] avoid HunyuanImage3 timestep scalar sync (#4363)
Signed-off-by: TaffyOfficial <2324465096@qq.com>
Co-authored-by: TaffyOfficial <2324465096@qq.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
|
2026-06-24 11:05:35 +08:00 |
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MaciejBalaNVandHongsheng Liu
|
6dc4638a7e
|
Fixed Cosmos3 regression (#4627)
Signed-off-by: Maciej Bala <mbala@nvidia.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
|
2026-06-24 09:03:34 +08:00 |
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3901ad8165
|
[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>
|
2026-06-23 09:57:53 +00:00 |
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TaffyOfficialandTaffyOfficial
|
f4d922d8f6
|
[Bugfix][HunyuanImage3] Align AR RGB conversion with official semantics (#4502)
Signed-off-by: TaffyOfficial <2324465096@qq.com>
Co-authored-by: TaffyOfficial <2324465096@qq.com>
|
2026-06-22 16:09:03 +00:00 |
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bjf-frz
|
2447740308
|
[Perf]perf: skip unused Cosmos3 I2V conditioning latents (#4614)
Signed-off-by: bjf-frz <frz123db@gmail.com>
|
2026-06-22 09:51:47 +00:00 |
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WeiQing ChenandHongsheng Liu
|
f0d7fe18f2
|
[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>
|
2026-06-22 01:59:03 +00:00 |
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Alex Brooksand汪志鹏
|
7ff11d8d0f
|
[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>
|
2026-06-22 07:37:21 +08:00 |
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MaciejBalaNVandHongsheng Liu
|
fc32d9fe6f
|
Improve Cosmos3 v2v quality (#4514)
Signed-off-by: Maciej Bala <mbala@nvidia.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
|
2026-06-21 22:20:30 +08:00 |
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Shin
|
1292c47804
|
[BugFix]Fix diffusion profile RPC None results (#4372)
Signed-off-by: yixiaoer <shin@yixiaoer.sg>
|
2026-06-21 17:14:21 +08:00 |
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MaciejBalaNV
|
a1e1ac0155
|
Cosmos3 transfer (#4379)
Signed-off-by: Maciej Bala <mbala@nvidia.com>
Signed-off-by: MaciejBalaNV <mbala@nvidia.com>
|
2026-06-21 09:59:18 +08:00 |
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Zhengyuan Su (苏政渊)andClaude Opus 4.8
|
2d0b1d8a29
|
[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
|
e70822ed54
|
[ROCm] [CI] Fix diffusion test (#4574)
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
|
2026-06-20 08:31:39 +08:00 |
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Alex Brooks
|
6ff246bf3c
|
[Cache Refactor 1/N] Simplify CacheDiT Integration (#2527)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
|
2026-06-20 08:30:44 +08:00 |
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Kwokho TsuiandKwokho Tsui
|
7e152ca64b
|
[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>
|
2026-06-19 15:06:27 +08:00 |
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amy-why-3459
|
f05e03aea8
|
[Perf][DreamZero]dreamzero supports CUDA graph, torch.compile, and DiT Caching. (#4213)
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
|
2026-06-19 14:24:37 +08:00 |
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zhumingjue138
|
2d2258890b
|
[CI] skip ci for issue 4537 (#4538)
Signed-off-by: zhumingjue <zhumingjue@huawei.com>
|
2026-06-18 17:53:34 +08:00 |
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bjf-frz
|
14d70d9870
|
[Perf]Enable regional compile for Cosmos3 HSDP blocks (#4485)
Signed-off-by: bjf-frz <frz123db@gmail.com>
|
2026-06-18 16:54:05 +08:00 |
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汪志鹏
|
f195e44bc1
|
[BugFix]: Fix Bagel generate_image denoising schedule (#4509)
|
2026-06-18 02:02:38 +00:00 |
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Nick CaoandClaude
|
e957d16f8d
|
[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>
|
2026-06-17 21:33:06 +08:00 |
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