Commit Graph
192 Commits
Author SHA1 Message Date
Hongsheng Liu fa94f41807 [Bugfix] Surface all-rank diffusion RPC failures (#4403)
Signed-off-by: hsliuustc0106 <liuhongsheng4@huawei.com>
2026-06-13 15:42:16 +08:00
Ting FU 1be1a71156 [Model] Add more resolution support for HunyuanImage3.0 (#4004)
Signed-off-by: Semmer <semmer@live.cn>
2026-06-12 14:44:00 +08:00
WeiQing ChenandHongsheng Liu f3d40b5402 [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>
2026-06-11 18:36:26 +08:00
Mu GuanLin bf03413c36 [Feat] Add vae-decode-parallel for LTX-2.3 (#4277)
Signed-off-by: mglyn <1203789601@qq.com>
2026-06-09 13:14:16 +00:00
Mu GuanLin 02eb7a4ecb [Bugfix] Register LTX RMSNorm identity weight as buffer (#4278)
Signed-off-by: mglyn <1203789601@qq.com>
2026-06-09 09:09:39 +00:00
weizhoublue 1b85df0510 fix: Propagate Quantization Configuration to HunyuanVideo-1.5 I2V Transformer to Enable FP8 Layers (#4245)
Signed-off-by: weizhoublue <weizhou.lan@daocloud.io>
2026-06-09 15:28:32 +08:00
Alex Brooks 7dcbeaea03 [Core] Cleanup DiffusersPipelineLoader (#1932)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
2026-06-09 11:55:32 +08:00
MaciejBalaNV 2f25195750 Cosmos3 video to video generation (#4266)
Signed-off-by: Maciej Bala <mbala@nvidia.com>
2026-06-09 03:04:05 +08:00
Mu GuanLin 13f9ecaef8 [Perf] Keep LTX2.3 auxiliary modules resident by default (#4144)
Signed-off-by: mglyn <1203789601@qq.com>
2026-06-08 19:15:06 +08:00
Gao Han 963ba1ab7a [CI] Revert "[Feature] gen-only FP8 Quantization Support for SenseNova-U1" (#4196) 2026-06-06 08:39:10 +08:00
Guanzhe (Leo) Huang b63b36ded3 [Feature] gen-only FP8 Quantization Support for SenseNova-U1 (#3943)
Signed-off-by: leohuang257 <masugchds@gmail.com>
2026-06-05 02:51:11 +00:00
706bad253d 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>
2026-06-03 19:30:39 +00:00
40b2959183 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>
2026-06-03 00:51:44 +00:00
bdfc77147d [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>
2026-06-02 19:50:20 +00:00
bc794e625f 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>
2026-06-02 04:04:31 +08:00
TJian 29343540f7 [ROCm] [CI] Bugfix Existing CI cases (#3946)
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
2026-06-01 22:02:15 +08:00
b76291d6a1 [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>
2026-06-01 16:01:25 +08:00
+1 f92d84fcf9 [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>
2026-06-01 11:08:12 +08:00
zzh ffd9771c54 Fix hunyuan resolve stop token ids (#3896)
Signed-off-by: zzh <943967662@qq.com>
2026-05-31 07:47:36 +08:00
WeiQing Chen a3456752c5 [Diffusion] Support USP and VAE patch parallel for HunyuanVideo 1.5 (#3979)
Signed-off-by: david6666666 <530634352@qq.com>
2026-05-30 14:40:42 +08:00
Chendi.Xue f43bb124bc [CI][XPU]Fix sage_attn hard-code import for cuda (#3994)
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
2026-05-30 09:43:14 +08:00
b690a10e3a [Feat] Support MagCache (#1287)
Signed-off-by: Lancer <maruixiang6688@gmail.com>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
2026-05-29 22:26:23 +08:00
WeiQing Chen 67bb9b4a12 [CI][Bugfix] Fix LTX audio-video warmup output typing (#3964)
Signed-off-by: david6666666 <530634352@qq.com>
2026-05-29 07:46:02 +00:00
c69ed4037d [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>
2026-05-29 15:36:03 +08:00
Alex Brooks 68a1d23e4d [Bugfix/Feature] Remove Hardcoded Flash Attention in Bagel & Support GQA in SDPA Backend (#3728)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
2026-05-29 10:36:15 +08:00
126fb4b4a9 [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>
2026-05-28 14:08:45 +00:00
WeiQing ChenandWeiQing Chen 1acd27c205 [CI][BugFix] Fix and Validate FP8 Z-Image quality gate (#3929)
Signed-off-by: WeiQing Chen <david6666666@users.noreply.github.com>
Co-authored-by: WeiQing Chen <david6666666@users.noreply.github.com>
2026-05-28 12:52:58 +00:00
mglyn ee212d12b1 [CI][Bugfix] Add request id to LTX2.3 CFG parallel test (#3934)
Signed-off-by: mglyn <1203789601@qq.com>
2026-05-28 17:26:16 +08:00
Liang Lv b72ffb82bb [AutoRound] Support GLM-Image W4A16 quantization model (#3059)
Signed-off-by: lvliang-intel <liang1.lv@intel.com>
2026-05-28 07:19:06 +00:00
JiangJie Zhang 6fa9dbbe42 [Diffusion] Unify diffusion request identity on request_id (#3744)
Signed-off-by: jader <yjader@foxmail.com>
2026-05-28 14:56:56 +08:00
mglyn 2b999429c4 [Feature] Add cfg-parallel for LTX-2.3 (#3905)
Signed-off-by: mglyn <1203789601@qq.com>
2026-05-28 04:36:33 +00:00
Chendi.Xue 1903cee56a [MXFP8][XPU] enable mxfp8 using vLLM main repo method (#3782)
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
2026-05-28 02:47:22 +00:00
bjf-frzandHongsheng Liu c33ef34654 [Bugfix]Fix Hunyuan Image3 denoise flow alignment (#3857)
Signed-off-by: bjf-frz <frz123db@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-05-27 19:18:01 +08:00
mglyn 385df0359e [BugFix] Fix LTX-2.3 audio latent padding for sequence parallelism (#3854)
Signed-off-by: mglyn <1203789601@qq.com>
2026-05-26 08:45:38 +00:00
NumberWan 11a951b962 [BugFix]: CUDA device-side assert failures on single-stage BAGEL i2i requests (#3680)
Signed-off-by: NumberWan <wantszkin2003@gmail.com>
2026-05-26 03:01:10 +00:00
Alex Brooks cc0e15ba57 [Bugfix] Fix LTX2 CacheDiT Integration (#3621)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
2026-05-24 21:55:34 +08:00
fywc d01eaca39a [Feat] support cache-dit for DreamID-Omni (#3265)
Signed-off-by: hanzheli <hanzheli@kuaishou.com>
Signed-off-by: fywc <hanzheli@kuaishou.com>
2026-05-23 08:09:33 +08:00
Alex Brooks 23e243378f [Bugfix] Set separate CFG flag in Helios for CacheDiT (#3756)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
2026-05-22 19:56:41 +08:00
Samit 8e937400dc Fix OmniDiffusionConfig master_port selection for parallel launches (#3803) 2026-05-22 11:12:29 +08:00
Yuanheng Zhao 2bc9cb7f13 [Feat] Support online quantization (fp8/int8) for LTX-2 (#3700)
Signed-off-by: Yuanheng Zhao <jonathan.zhaoyh@gmail.com>
Signed-off-by: yuanheng <jonathan.zhaoyh@gmail.com>
2026-05-21 19:52:21 +08:00
8297570c2b [AutoRound] Support WAN2.2 W4A16 quantization model (#3353)
Signed-off-by: lvliang-intel <liang1.lv@intel.com>
Signed-off-by: hyh_hh <huyinghong1@huawei.com>
Co-authored-by: hxhhhlalala <hyh_hh@163.com>
Co-authored-by: hyh_hh <huyinghong1@huawei.com>
2026-05-21 17:54:41 +08:00
Samit 083b5e363f [Diffusion] Support LoRA in step-wise execution (#3639)
Signed-off-by: samithuang <285365963@qq.com>
2026-05-20 22:26:18 +08:00
hxhhhlalalaandhyh_hh 9dd36e3afd [NPU][Quant] Add W4A4 MXFP4 online & MXFP4 dual-scale online/offline quantization support for Wan2.2 T2V / I2V inference on Ascend NPU (#3578)
Signed-off-by: hyh_hh <huyinghong1@huawei.com>
Co-authored-by: hyh_hh <huyinghong1@huawei.com>
2026-05-20 06:21:29 +00:00
Lancer 109bba8cdf [Bugfix] Treat kv_cache_dtype=auto as unset for ring attention (#3622)
Signed-off-by: Lancer <maruixiang6688@gmail.com>
2026-05-20 05:18:57 +00:00
Y. Fisherandzzh 29179599fc [Feat] Enable VAE parallel in HunyuanImage3 (#3091)
Signed-off-by: KexiongYu <yukexiong1@huawei.com>
Signed-off-by: zzh <943967662@qq.com>
Co-authored-by: zzh <943967662@qq.com>
2026-05-20 09:55:33 +08:00
WeiQing Chen a3d4ed809d [Quantization][tools] Add diffusion quantization output comparison tool (#3175)
Signed-off-by: david6666666 <530634352@qq.com>
Signed-off-by: David Chen <530634352@qq.com>
2026-05-20 00:14:08 +08:00
chickeytonandherotai214 e277feacaf [large-scale-serving] Integrate OmniCoordinator into stage engine pipeline (#3569)
Signed-off-by: chickeyton <ngton2014@gmail.com>
Signed-off-by: herotai214 <herotai214@gmail.com>
Co-authored-by: herotai214 <herotai214@gmail.com>
2026-05-19 12:08:20 +08:00
JiaHong ca9fd0b71c Reject non-positive Flux2 Klein inference steps (#3717)
Signed-off-by: MmMaiIIi <2360655509@qq.com>
2026-05-19 11:52:41 +08:00
JiaHongandWeiQing Chen 3ac739817f [Bugfix] Reject empty prompts in Flux2 Klein diffusion pipeline (#3711)
Signed-off-by: MmMaiIIi <2360655509@qq.com>
Co-authored-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>
2026-05-19 11:30:54 +08:00
Rustam Khadipash 89f8819525 [Feature] Add support for Pipeline Parallel and integrate it into Wan 2.2 (#2322)
Signed-off-by: Rustam Khadipash <16683750+hadipash@users.noreply.github.com>
2026-05-19 09:42:17 +08:00