Commit Graph
655 Commits
Author SHA1 Message Date
tsinghua-code e5c0afc994 [Model] Enable online FP8 linears for LingBot World (#7549)
Signed-off-by: tsinghua-code <zr-liu25@mails.tsinghua.edu.cn>
2026-09-21 12:21:46 +00:00
Zhou TaichangandClaude Fable 5.1 5356357cf0 [LingBot World] Shard the streaming VAE decode across the Ulysses ranks (#7651)
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
2026-09-21 19:00:46 +08:00
wtz2333 8efd3c2f6d [Feature] Add experimental LingBot World last-step KV reuse (#7816)
Signed-off-by: wtz2333 <2955110911@qq.com>
2026-09-21 17:02:15 +08:00
WeiQing Chen 84977d9543 [Bugfix][MiniMax-H3] Fix Hopper keyframe and modulation precision (#7913)
Signed-off-by: david6666666 <530634352@qq.com>
2026-09-21 16:26:09 +08:00
Ding ZuhaoandCursor 154a1f25f5 [Bugfix] Honor the requested output canvas in BAGEL img2img (#7287)
Signed-off-by: Ding Zuhao <e1583181@u.nus.edu>
Co-authored-by: Cursor <cursoragent@cursor.com>
2026-09-21 07:29:24 +00:00
Zhou TaichangandClaude Fable 5.1 86fcfe95f1 [LingBot World] Eleven bit-identical removals of repeated work in the realtime path (#7648)
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
2026-09-21 06:12:45 +00:00
DMAN d139c600c7 [Model] Add online FP8 support for Boogu-Image MLLM (#7342)
Signed-off-by: Dmaner <2663515256@qq.com>
2026-09-21 05:13:37 +00:00
Zeyu Huang | 黃澤宇 e36babd48f [Core][Diffusion] Camera interaction for diffusion streaming generation (LingBot World 2 as example) (#7198)
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
2026-09-20 16:19:41 +00:00
汪志鹏 139a47a578 [Model] Add MiniMax-H3 long-video latent continuation with driving audio (#7838)
Signed-off-by: princepride <wangzhipeng628@gmail.com>
2026-09-20 23:44:33 +08:00
102ba716bf [Feat] Add native Mooncake KV transfer from AR to DiT (#7166)
Signed-off-by: asukaqaq-s <1311722138@qq.com>
Signed-off-by: Acerak01-fy <wfy2003324@163.com>
Co-authored-by: Acerak01-fy <wfy2003324@163.com>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>
2026-09-20 14:44:55 +00:00
AliciaandHongsheng Liu d02681bf01 [Refactor][Diffusion] Move single-model layers into their model directories (#5908)
Signed-off-by: congw729 <115451386+congw729@users.noreply.github.com>
Signed-off-by: Alicia <115451386+congw729@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-09-20 18:19:24 +08:00
xiaoyu-xyz 5a93ec1b4e [Model][Frontend] MiniMax-H3: Add latent-mask editing (#7465)
Signed-off-by: xiaoyu <1259084489@qq.com>
2026-09-20 03:54:44 +00:00
ooooooyeandWeiQing Chen b2b6c6c7a9 [Perf][MiniMax-H3] Cut video VAE encode/decode memory peaks for low-memory serving (#7241)
Signed-off-by: brandneway <gyuan4892@gmail.com>
Co-authored-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>
2026-09-20 10:56:54 +08:00
NumberWan 23d8c83dab [Bugfix][Qwen-Image] Keep AutoRound W4A16 on CPU when offloading; Fixes #7555 (#7579)
Signed-off-by: NumberWan <wantszkin2003@gmail.com>
2026-09-19 16:34:11 +00:00
akshatvishu 415005be22 [Model] Add circlestone-labs/Anima (#4083)
Signed-off-by: akshatvishu <akshatnayak197@gmail.com>
2026-09-19 16:16:38 +00:00
7b4fc7ce2e [Model] Migrate MammothModa2 DiT to the shared diffusion runtime (#7134)
Signed-off-by: levius <2114377220@qq.com>
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>
Co-authored-by: Yueqian Lin <linyueqian@outlook.com>
2026-09-18 13:29:18 -07:00
Joshna-MedisettyandCursor ca3ccfc9a3 [XPU][Bugfix] Make AR-Diffusion KV preallocation device-agnostic (#7777)
Signed-off-by: Joshna Medisetty <joshna.medisetty@intel.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
2026-09-18 14:41:41 -05:00
Zhenqiang Xuandzqxu 242c3cddeb [Hardware][Ascend] Integrate MindIE dense and sparse quantized attention for Wan2.2 T2V (#7561)
Signed-off-by: zqxu <xuzhenqiang3@huawei.com>
Co-authored-by: zqxu <xuzhenqiang3@huawei.com>
2026-09-18 01:28:27 +00:00
Joshna-Medisetty 77d8de70da [XPU][HunyuanImage3] Fix HunyuanImage-3.0 text-to-image on XPU (#7674)
Signed-off-by: Joshna Medisetty <joshna.medisetty@intel.com>
2026-09-17 19:23:27 +00:00
dongbo910220 a6570b6814 [Diffusion] Fuse ERNIE-Image Q/K RoPE for eager execution (#7502)
Signed-off-by: dongbo910220 <1275604947@qq.com>
2026-09-17 19:06:45 +00:00
BeatSeat 9cdc57d2e7 [Bugfix][MAGI-2] Fix layerwise offload OOM by pointing offload block attrs to 'block' (#7523) (#7540)
Signed-off-by: BeatSeat <wendavid552@gmail.com>
2026-09-17 19:02:08 +00:00
dongbo910220 97912de8d8 [Kernel] Fuse LongCat paired Q/K RoPE (#7500)
Signed-off-by: dongbo910220 <1275604947@qq.com>
2026-09-18 02:27:57 +08:00
2ab5d1701a [4/N] Unify worker-side MP4 encoding and wire Wan into it (#7048)
Signed-off-by: specture724 <specture724@gmail.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-09-17 23:33:56 +08:00
Chenchao Xu d0755b5716 [Model] Add π0.5 (Pi0.5) VLA model support (#6950)
Signed-off-by: chenchaox <chenchaox@nvidia.com>
2026-09-17 05:18:51 -07:00
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