Commit Graph
631 Commits
Author SHA1 Message Date
WeiQing Chen cb439f3e84 [Diffusion][Model] Add direct FastH3 8-Step V2 checkpoint loading (#7610)
Signed-off-by: david6666666 <530634352@qq.com>
2026-09-17 08:41:52 +00:00
HAAZZZEEEE becfefd440 [Hardware][Ascend] Add Wan2.2 MXFP4 UOS, Smooth and W4A8 fallback (#7210)
Signed-off-by: HAAZZZEEEE <wang-taicheng@qq.com>
2026-09-17 03:11:40 +00:00
NumberWanandwangyu 81b5be274d [Bugfix][Qwen-Image] Restore RotaryEmbedding CUDA RoPE for Diffusers e2e (#7513)
Signed-off-by: NumberWan <wantszkin2003@gmail.com>
Co-authored-by: wangyu <53896905+yenuo26@users.noreply.github.com>
2026-09-16 08:54:28 -07:00
dongbo910220 217a6af52c [Diffusion] Fuse Qwen-Image-Edit select01 modulation for CUDA (#5921)
Signed-off-by: dongbo910220 <1275604947@qq.com>
2026-09-16 19:06:28 +08:00
dengyunyang 249e84d21b [Boogu-Image] Fuse QKV/FFN projections + switch to diffusion RMSNorm (#6649)
Signed-off-by: dengyunyang <584797741@qq.com>
2026-09-16 03:13:54 -07:00
d554e6b67e [feat] Extend disaggregated MiniMax-H3 stage with VAE encoders (#6939)
Signed-off-by: asukaqaq-s <1311722138@qq.com>
Signed-off-by: Jader <yjader@foxmail.com>
Co-authored-by: Jader <yjader@foxmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-09-16 16:52:35 +08:00
SYLARandlishunyang12 507cb1d834 [Attention] [P1] Keep H3 VSA policy in the model and share sparse primitives (#7535)
Signed-off-by: lishunyang12 <lishunyang12@users.noreply.github.com>
Co-authored-by: lishunyang12 <lishunyang12@users.noreply.github.com>
2026-09-16 15:47:31 +08:00
linzhenpl07andClaude Opus 5 9005d78903 [LingBot World] Reuse the text encode for a prompt already encoded (#6845)
Signed-off-by: linzhenpl07 <linzhenpl07@gmail.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
2026-09-16 15:01:11 +08:00
Zhou Taichang 5e9024171d [Bugfix] Skip generic text-only warmup for DreamZero (#7548)
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
2026-09-16 14:43:18 +08:00
vOv 21d86ec923 [Diffusion] MAGI-2: regional compile coverage (#7174)
Signed-off-by: cr-gao <gaochenrui@sjtu.edu.cn>
2026-09-16 13:01:26 +08:00
HAAZZZEEEE 3eb5c3b4e6 [Bugfix][Wan2.2] Apply UniPC flow shift once (#7576)
Signed-off-by: HAAZZZEEEE <wang-taicheng@qq.com>
2026-09-16 10:06:41 +08:00
yzhautouskay 6040bb97e2 [Perf][Cosmos3] Add SeaCache support for Cosmos3 (#6922)
Signed-off-by: Yuliya Zhautouskaya <yzhautouskay@nvidia.com>
2026-09-15 14:57:15 -07:00
dongbo910220 952022c8ec [Diffusion][Perf] Add Qwen-Image QK RoPE Triton path (#5931)
Signed-off-by: dongbo910220 <1275604947@qq.com>
2026-09-15 14:28:48 +00:00
wtz2333 a3dee6fdf5 [Lingbot World] Bound image condition storage and extend temporal RoPE (#6838)
Signed-off-by: wtz2333 <2955110911@qq.com>
2026-09-15 18:49:55 +08:00
kunkun c68eadbbe0 [Performance] Optimize MammothModa2 AR → DiT hidden-state transfer (#7102)
Signed-off-by: kunkunblueberry <1833921874@qq.com>
Signed-off-by: kunkun <72174834+kunkunblueberry@users.noreply.github.com>
2026-09-14 15:25:08 -07:00
heyuanliu-intel 40f8e94400 [Model][MiniMax-H3] Multi-GPU serving fixes and layer-wise offload component selection (#7047)
Signed-off-by: heyuanliu-intel <heyuan.liu@intel.com>
2026-09-14 10:02:30 -07:00
Tai An 1b6cd282f0 fix(qwen-image): drop the shadowed dead _get_qwen_prompt_embeds duplicate (#7461)
Signed-off-by: Anai-Guo <antai12232931@outlook.com>
2026-09-14 13:48:51 +00:00
linzhenpl07andClaude Sonnet 5 311e714d34 [AR-Diffusion] Add session-owned streaming VAE decode (#6533)
Signed-off-by: linzhenpl07 <linzhenpl07@gmail.com>
Co-authored-by: Claude Sonnet 5 <noreply@anthropic.com>
2026-09-13 18:17:11 +08:00
KANG Qihan f7d9deb45a [Kernel][Boogu-Image] Fuse Q/K RMSNorm + interleaved RoPE via fused_qk_norm_rope (#6982)
Signed-off-by: Qihan Kang <rollykanggg@gmail.com>
2026-09-13 09:39:27 +08:00
7e520f9cc4 [3/N] Encode streamed video on the worker with bounded batching (#7018)
Signed-off-by: specture724 <specture724@gmail.com>
Co-authored-by: Claude Sonnet 5 <noreply@anthropic.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-09-12 20:58:11 +08:00
gerayandHongsheng Liu 9edc1b4667 Optimize CosyVoice3 Stage1 flow batching (#4876)
Signed-off-by: gerayking <399geray@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-09-12 20:31:49 +08:00
AliciaandHongsheng Liu 28291df179 [Refactor][Diffusion] Remove model-specific names from LoRA and ModelOpt loader defaults (#5907)
Signed-off-by: Alicia <115451386+congw729@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-09-12 20:30:03 +08:00
junpengw67-maxand吴俊鹏 bc0c9f4b45 [Bugfix][Model][Lance] Support decoded video frames in video editing (#5128)
Signed-off-by: 吴俊鹏 <248679769+junpengw67-max@users.noreply.github.com>
Co-authored-by: 吴俊鹏 <248679769+junpengw67-max@users.noreply.github.com>
2026-09-12 04:23:24 +00:00
DanaerLeeandHongsheng Liu 220366db00 [Perf][Diffusion] Run MammothModa2 DiT attention through the shared attention layer (#7094)
Signed-off-by: MrlixiangWE <mrdanaer@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-09-12 11:31:05 +08:00
MaciejBalaNV 13b85c5622 [Bugfix] Add explicit error when using CFGP with distilled Cosmos3 models (#7427)
Signed-off-by: Maciej Bala <mbala@nvidia.com>
2026-09-11 22:59:49 +00:00
Yueqian LinandSy03 c111f3a2d6 [Model] Add Tencent AuK speech generation and editing (encoder + diffusion pipeline) (#7385)
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: Sy03 <1370724210@qq.com>
2026-09-11 20:09:58 +00:00
wtz2333andZhou Taichang 02aaa34059 [Model] Add LingBot World Ulysses sequence parallelism (#6841)
Signed-off-by: wtz2333 <2955110911@qq.com>
Co-authored-by: Zhou Taichang <tzhouam@connect.ust.hk>
2026-09-11 18:37:12 +08:00
hyw 43b8de9b0e [Kernel][MiniMax-H3] Run Q/K RMSNorm-RoPE in one launch (#7167)
Signed-off-by: hyw <yuweih205@gmail.com>
2026-09-11 09:18:12 +00:00
hyw f62d4ad4a7 [Model][ERNIE-Image] Delay AdaLN modulation broadcast (#7171)
Signed-off-by: hyw <yuweih205@gmail.com>
2026-09-11 09:15:32 +00:00
hyw 3f7c217457 [Model] Avoid scalar synchronizations in GLM-Image preparation (#7172)
Signed-off-by: hyw <yuweih205@gmail.com>
2026-09-11 09:09:26 +00:00
a7ab91fb85 [Example] Migrate HunyuanImage-3.0 to model_extras + shared task examples (#5559)
Signed-off-by: suyanli220 <suyanli220@gmail.com>
Signed-off-by: suyan.li <suyan.li@bytedance.com>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
Co-authored-by: suyan.li <suyan.li@bytedance.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-09-11 16:47:25 +08:00
Yan Caoandyancaocn bad50980c9 [Bugfix] Fix Helios USP: per-component split for correct sequence parallelism (#6930)
Signed-off-by: yancaocn <yancaochn@163.com>
Co-authored-by: yancaocn <yancaochn@163.com>
2026-09-11 11:43:34 +08:00
WeiQing Chen 3d952d1334 [Bugfix] Keep MiniMax-H3 reference audio budgets separate (#7281)
Signed-off-by: david6666666 <530634352@qq.com>
2026-09-11 09:26:35 +08:00
MaciejBalaNVandHongsheng Liu 05ab509269 Cosmos3 action policy improvements (#6460)
Signed-off-by: Maciej Bala <mbala@nvidia.com>
Signed-off-by: MaciejBalaNV <mbala@nvidia.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-09-10 22:32:50 +08:00
wkutakandRahul Steiger 43a476c1e5 [Model] Add Cosmos3 mixed W8A8/W8A16 and W4A4/W4A16 denoising (#6560)
Signed-off-by: Rahul Steiger <rsteiger@aws-cmh-slurm-1-vscode-04.cm.cluster>
Signed-off-by: Wojciech Kutak <wkutak@nvidia.com>
Co-authored-by: Rahul Steiger <rsteiger@nvidia.com>
2026-09-10 23:51:09 +12:00
a2486dd00b [Core][Diffusion] Add a typed pre-D2H video media contract (#6615)
Signed-off-by: NancyFyong <NancyFyong@users.noreply.github.com>
Signed-off-by: Samit <285365963@qq.com>
Co-authored-by: NancyFyong <NancyFyong@users.noreply.github.com>
Co-authored-by: Samit <285365963@qq.com>
2026-09-10 09:50:54 +00:00
Zhou TaichangandClaude Opus 5 aff7d64948 [Rebase] Rebase to vLLM 0.29.0 (#7230)
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Signed-off-by: Zhou Taichang <tzhouam@connect.ust.hk>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
2026-09-10 12:08:28 +08:00
Mu GuanLin 4b8dcac681 [Kernel] Enable LTX DiffVAE fusions on SM100 and SM103 (#7350)
Signed-off-by: mglyn <1203789601@qq.com>
2026-09-10 03:07:35 +00:00
hyw 6fb7b0a05e [Model] Skip unused frame packing in Wan2.2 S2V (#7155)
Signed-off-by: hyw <yuweih205@gmail.com>
2026-09-09 14:34:46 +00:00
NumberWan 038c9b948f [Bugfix] Resolve #6931 hub FA3 on torch 2.13 via kernels 0.16.1 (#7185)
Signed-off-by: NumberWan <wantszkin2003@gmail.com>
2026-09-09 10:20:34 +00:00
Bo Li cdd4638b17 [Feature][Diffusion] Expose detailed pipeline timings (#6822)
Signed-off-by: Bo Li <22713281+bobboli@users.noreply.github.com>
2026-09-09 09:58:42 +00:00
Anjie HouandClaude Sonnet 5 ecdd762ff5 [2/N] Add a minimal temporal chunk callback for MiniMax-H3 (#7017)
Signed-off-by: specture724 <specture724@gmail.com>
Co-authored-by: Claude Sonnet 5 <noreply@anthropic.com>
2026-09-09 16:40:32 +08:00
Mu GuanLin ffa991b24f [Perf][Model] Add optimized LTX-2.5 DiffVAE operators (#7308)
Signed-off-by: mglyn <1203789601@qq.com>
2026-09-09 08:31:16 +00:00
Mu GuanLin ab56148505 [Bugfix] Make LTX vocoder decoding deterministic (#7231)
Signed-off-by: mglyn <1203789601@qq.com>
2026-09-09 06:37:01 +00:00
andyluo7 e0d0879794 [Bugfix][Magi2] Allow import without an active Triton driver (#7239)
Signed-off-by: andyluo7 <andy.luo@amd.com>
2026-09-08 22:48:08 -07:00
boatman cdf027874c [Feat][OmniVoice]Support Varlen Attn, Request-Batch and Step-Execution (#6408)
Signed-off-by: boatman <109857087+sphinxkkkbc@users.noreply.github.com>
2026-09-08 18:58:38 -07:00
fdaf4e31bd Add vLLM-Omni library info to Hugging Face Hub requests (#5381)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-09-08 10:08:38 -06:00
liangmenghuangandClaude Fable 5.1 7a80b79698 [Bugfix][Model] GR00T-N1.7: honor the per-request seed for flow-matching noise (#7253)
Signed-off-by: liangmengh <liangmengh@nvidia.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
2026-09-08 15:53:20 +00:00
liangmenghuangandClaude Fable 5.1 d7740336ff [Bugfix][Model] GR00T-N1.7: honor processor_config image pipeline (use_albumentations / crop_fraction / letter_box_transform) to match Isaac-GR00T (#7083)
Signed-off-by: liangmengh <liangmengh@nvidia.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
2026-09-08 18:59:01 +08:00
Honghan Zhu c086554d1f [Perf]Boogu-Image Skip dense attention masks (#6871)
Signed-off-by: zhuhh97 <zhuhonghan@huawei.com>
2026-09-08 00:53:20 -07:00