Commit Graph
442 Commits
Author SHA1 Message Date
Diya Peng acf941da4d [Diffusion] Add VAE patch parallel support for FLUX.2-dev (#5292)
Signed-off-by: dpeng123 <diyapeng123@gmail.com>
2026-07-24 07:00:57 +00:00
Diya Peng b471a5cf23 [Diffusion] Add FLUX.2-dev CPU Offload (Layerwise) (#5256)
Signed-off-by: dpeng123 <diyapeng123@gmail.com>
2026-07-23 14:53:04 +08:00
Jack Chen 96235da468 Generalize AR-Diffusion KV session capabilities (#5271)
Signed-off-by: Jack47 <scsvip@gmail.com>
2026-07-23 12:37:32 +08:00
bjf-frzandHongsheng Liu be667a8067 [Refact] Refactor diffusion output streaming (#5166)
Signed-off-by: bjf-frz <frz123db@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-07-23 10:06:08 +08:00
Mu GuanLin 39e83e27f0 [Bug][CI] Pin the LTX FP8 quality gate to its established sigma schedule (#5302)
Signed-off-by: mglyn <1203789601@qq.com>
2026-07-22 14:36:32 +08:00
Yifan TianandDidan Deng 24eb4ab89c [Model] Add Cache-DiT support for FLUX.1-Kontext-dev (#4205)
Signed-off-by: yifan <Yifan.Tian@colorado.edu>
Signed-off-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
2026-07-22 14:06:12 +08:00
e39f4dddfb [Refactor]: clean up diffusion scheduler interfaces (#5216)
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>
2026-07-22 14:05:49 +08:00
Alicia f18924c1ca [Refactor][Misc] Remove unused code in diffusion hooks/model_loader (#5270)
Signed-off-by: Alicia <115451386+congw729@users.noreply.github.com>
2026-07-22 09:45:17 +08:00
JaeandCursor ee33954dff [Model] Support Boogu/Boogu-Image-0.1-Base and Boogu/Boogu-Image-0.1-Edit (#4995)
Signed-off-by: zzehli <jaeli_ottawa@outlook.com>
Signed-off-by: jl <jaeli_ottawa@outlook.com>
Signed-off-by: Gao Han <hgaoaf@connect.ust.hk>
Co-authored-by: Cursor <cursoragent@cursor.com>
2026-07-21 18:58:56 +00:00
wtz2333andhsliuustc0106 5a6a93dc5f [diffusion][model] Add LingBot Video dense and MoE support (#5035)
Signed-off-by: hsliuustc0106 <liuhongsheng4@huawei.com>
Signed-off-by: wtz2333 <2955110911@qq.com>
Co-authored-by: hsliuustc0106 <liuhongsheng4@huawei.com>
2026-07-21 17:27:29 +08:00
bastefaniak 2f33df4678 [bugfix] Cosmos3 edge fix config use_k_norm_und_for_gen name (#5239)
Signed-off-by: Bartosz Stefaniak <bstefaniak@nvidia.com>
2026-07-21 07:56:31 +00:00
Mu GuanLin a06664a243 [Refactor] Unify the LTX-2 and LTX-2.3 pipeline runtime (#5147)
Signed-off-by: mglyn <1203789601@qq.com>
2026-07-20 20:02:30 +08:00
Diya Penganddiyapeng 6cd1ff7e64 [Quantization] Add FLUX.2-dev Mistral TE online FP8 support (#5136)
Signed-off-by: diyapeng <50388704+diyapeng@users.noreply.github.com>
Co-authored-by: diyapeng <50388704+diyapeng@users.noreply.github.com>
2026-07-20 16:16:31 +08:00
Lancer eef3bd5c4a [Feat] support CFG Parallel for FLUX kontext (#2281)
Signed-off-by: Lancer <maruixiang6688@gmail.com>
2026-07-20 10:05:05 +08:00
bastefaniak d09f549e86 [bugfix] Use FlowMatchEulerDiscreteScheduler from diffusers 0.39.0 with correct RNG handling for upcoming Cosmos3 distilled models (#5176)
Signed-off-by: Bartosz Stefaniak <bstefaniak@nvidia.com>
2026-07-17 11:38:04 -07:00
bastefaniak 85f7a5b374 Add Cosmos3 Edge and Distilled checkpoints support (#5001)
Signed-off-by: Bartosz Stefaniak <bstefaniak@nvidia.com>
2026-07-16 09:39:40 -07:00
f84f0e72fd [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>
2026-07-15 13:08:15 +08:00
wkutak a7b6a174bc Fix loading of ModelOpt FP8 checkpoints for Cosmos3 (#5076)
Signed-off-by: Wojciech Kutak <wkutak@nvidia.com>
2026-07-14 17:33:27 -07:00
bjf-frz 1a4a042a83 [REFACT]Refactor diffusion outputs to payload metadata (#4922)
Signed-off-by: bjf-frz <frz123db@gmail.com>
2026-07-14 17:24:03 +08:00
Zhang JianandChendi Xue b1809985ef [recipe] Add cosmos3-nano recipe for npu (1xA3) (#4978)
Signed-off-by: Zhang Jian <jianmusings@gmail.com>
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
Co-authored-by: Chendi Xue <chendi.xue@intel.com>
2026-07-14 16:19:44 +08:00
Rahul Steiger 66b9ad287a Extend Cosmos3 CPU offloading to component and layerwise paths (#4695) 2026-07-13 09:48:53 +00:00
Zhou TaichangandClaude Opus 4.8 d3c47efc4f [Rebase] Rebase to vllm v0.25.0 (#5042)
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
2026-07-12 23:39:53 +08:00
Naga Sai Abhinay Devarinti 6581e2afa9 [Model] Add Krea 2 text-to-image diffusion model (#4730)
Signed-off-by: Abhinay1997 <devarintinagasaiabhinay@gmail.com>
2026-07-11 16:25:41 -07:00
Isotr0py b95905deb1 [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>
2026-07-11 18:48:43 +00:00
NumberWan fe478a95ab [BugFix] Restore vllm_c IR op priority and torch.nn.RMSNorm for Qwen-Image (#4964) (#5009)
Signed-off-by: NumberWan <wantszkin2003@gmail.com>
2026-07-10 17:39:07 +00:00
Zhang Jian d5e197fb97 [Diffusion][Feature] Add SP for Omnigen2 (#3206)
Signed-off-by: Zhang Jian <jianmusings@gmail.com>
2026-07-08 10:29:41 +08:00
Yukim1andAdvik 460a5c6b48 [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>
2026-07-08 00:44:33 +00:00
TaffyOfficialandzuiho 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
Renzheng Wang 02d654760f [BugFix] Drop removed get_cache_scale call in HunyuanImage3 diffusion loader (#4892)
Signed-off-by: wangrzneu <wangrzneu@gmail.com>
2026-07-05 09:50:43 +00:00
Zhou Taichang 86bdcaf3d5 [BDE] Phase 1: engine-level KV cache management for DreamZero (RFC #4366) (#4534) 2026-07-05 07:17:58 +08:00
Yuanheng Zhao e73245c60f [Bugfix] Adapt ZImagePipeline.forward calling in MingImagePipeline with DiffusionRequestBatch (#4866)
Signed-off-by: Yuanheng Zhao <jonathan.zhaoyh@gmail.com>
2026-07-04 03:45:49 +00:00
Mu GuanLin 3023bc40c2 [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
CAICAII b443504d61 [Diffusion] Add Diffusers quantization config bridge (#3837)
Signed-off-by: CAICAIIs <3360776475@qq.com>
2026-07-03 03:06:44 +00:00
Yuanheng Zhao 06329c6450 [Bugfix] Fix request batching regression on Ming-flash-omni ImageGen (#4837)
Signed-off-by: Yuanheng Zhao <jonathan.zhaoyh@gmail.com>
2026-07-03 03:04:17 +00:00
Sean Gillen 431a7c71ac [Model] Cosmos3: Skip unused action conditioning frames (#4789)
Signed-off-by: Sean Gillen <sgillen@nvidia.com>
2026-07-03 01:45:44 +00:00
Zeyu Huang | 黃澤宇andHongsheng Liu 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
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
Zhou Taichang a560ed184d [Rebase] Rebase to vllm v0.24.0 (#4709) 2026-06-30 19:41:06 +08:00
fywcandprincepride 9a105bf90d [Feat] Support teacache for SenseNova-U1 (#4164)
Signed-off-by: hanzheli <hanzheli@kuaishou.com>
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: princepride <wangzhipeng628@gmail.com>
2026-06-30 09:24:46 +00:00
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>
2026-06-30 17:23:36 +08:00
boatman 4028680b7e [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
Yi LiuandCopilot 99234881f5 [Quant][AutoRound] Add W4A16 support for Qwen-Image (#3588)
Signed-off-by: yiliu30 <yi4.liu@intel.com>
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
2026-06-30 16:27:28 +08:00
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
Mohammed Saif AbedandClaude 2fc00efa49 [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>
2026-06-30 04:34:06 +00:00
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
SuyanLiandsuyan.li 1b318d11d1 [Refactor] Reuse CFGParallelMixin in Bagel for CFG-parallel denoising (#4768)
Signed-off-by: suyan.li <suyan.li@bytedance.com>
Co-authored-by: suyan.li <suyan.li@bytedance.com>
2026-06-28 07:16:10 +00:00
Chendi.Xue 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
MaciejBalaNV 47871d5e20 Updated Cosmos3 docstrings (#4727)
Signed-off-by: Maciej Bala <mbala@nvidia.com>
2026-06-27 06:39:42 +08:00
bmengkeandHongsheng Liu 329c98ff9d 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
Daniel SocekandDidan Deng fb563fbd19 [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>
2026-06-25 13:14:29 +08:00