Commit Graph
57 Commits
Author SHA1 Message Date
Zeyu Huang | 黃澤宇andCopilot Autofix powered by AI f19891e4f1 [bugfix][CI] Diffusers backend update (#3096)
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>
2026-05-05 20:54:39 +08:00
NATURE bfb730ed50 [Bugfix]pass TP size to diffusion config (#2867)
Signed-off-by: natureofnature <wzliu@connect.hku.hk>
2026-04-30 11:56:51 +08:00
jiangmengyu18andbetta18 c174c95ab0 [NPU] [Quant] Support HunyuanImage3 offline quantization with vLLM-Ascend on diffusion path (#2979)
Signed-off-by: betta18 <jiangmengyu1@huawei.com>
Signed-off-by: jiangmengyu18 <56633611+jiangmengyu18@users.noreply.github.com>
Co-authored-by: betta18 <jiangmengyu1@huawei.com>
2026-04-25 06:14:01 +00:00
LancerandHongsheng Liu 345504b68f [Feat] support quantization for GLM-IMAGE (#2292)
Signed-off-by: Lancer <maruixiang6688@gmail.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-04-24 13:49:49 +08:00
Zeyu Huang | 黃澤宇 d8cc7a0409 [feat]: General diffusers adapter backend to run diffusion models (#2724)
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
2026-04-23 00:07:18 +08:00
Vensen e076378df1 [Feat][sleepmode] add omni sleepmode and ack protocol (#2022) 2026-04-21 08:19:53 +08:00
WeiQing ChenandGao Han f658bcb0bf [Bugfix] Limit Qwen-Image-Edit-2511 input image count (#2840)
Signed-off-by: david6666666 <530634352@qq.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
2026-04-17 20:07:30 +08:00
Samit 61a3cbdff5 [Perf] Eliminate Hop 3 IPC overhead for single-stage diffusion via inline execution (#2736)
Signed-off-by: samithuang <285365963@qq.com>
Signed-off-by: Samit <285365963@qq.com>
2026-04-15 11:46:06 +08:00
cb6a8739c1 [Feature] Add trajectory recording to BAGEL denoising loop (#2483)
Signed-off-by: Zhengyuan Su <su.zhengyuan@u.nus.edu>
Signed-off-by: Zhengyuan Su (苏政渊) <su.zhengyuan@u.nus.edu>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Samit <285365963@qq.com>
2026-04-08 10:43:01 +08:00
Yi LiuandHongsheng Liu c1d2dcc3ac [AutoRound] Add offline quantized W4A16 model support (#1777)
Signed-off-by: yiliu30 <yi4.liu@intel.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-04-02 13:57:53 +08:00
Wu JIAZHENandjader 3fd4a4dc27 [Feat] Support step-boundary abort in diffusion (#1769)
Signed-off-by: jader <yjader@foxmail.com>
Signed-off-by: asukaqaq-s <1311722138@qq.com>
Co-authored-by: jader <yjader@foxmail.com>
2026-04-01 17:25:02 +08:00
SYLAR 6b93459826 [Core] Unified quantization framework (#1764) 2026-03-24 18:56:55 +08:00
Canlin GuoSamitlishunyang lishunyang12@163.com
7217557950 [Refactor] Unify torch profiler for omni and diffusion models (#2099)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Signed-off-by: Samit <285365963@qq.com>
Co-authored-by: Samit <285365963@qq.com>
Co-authored-by: lishunyang lishunyang12@163.com
2026-03-24 15:25:52 +08:00
dongbo910220andDidan Deng 50bd1961bf [Feature]: add Ulysses advanced_uaa mode (#1379)
Signed-off-by: dongbo910220 <1275604947@qq.com>
Signed-off-by: dongbo910220 <32610838+dongbo910220@users.noreply.github.com>
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
2026-03-24 14:55:54 +08:00
SamitandDidan Deng 9ead0d890d [Enhancement] Add force_refresh support for GLM-Image for cache-dit 1.3.0 upgrade (#1858)
Signed-off-by: samithuang <285365963@qq.com>
Signed-off-by: Samit <285365963@qq.com>
Signed-off-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
2026-03-24 14:32:18 +08:00
Didan Deng 1f5eca5686 [Perf] Qwen-Image Performance Nightly CI test (#1805)
Signed-off-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
2026-03-24 00:19:20 +08:00
Wu JIAZHEN da7a8f8014 reafator pipeline stage/step pipeline (#1368)
Signed-off-by: asukaqaq-s <1311722138@qq.com>
2026-03-20 19:21:50 +08:00
fde4808723 [Performance] diffusion timing (#1757)
Signed-off-by: dengyunyang <584797741@qq.com>
Signed-off-by: bjf-frz <frz123db@gmail.com>
Signed-off-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
Co-authored-by: bjf-frz <frz123db@gmail.com>
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
2026-03-19 12:26:12 +08:00
5377619c0b fix: propagate parallel_config through create_default_diffusion (#1878)
Signed-off-by: lishunyang <lishunyang12@163.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-03-14 17:07:13 +08:00
dengyunyang 3e8cb6c631 [Diffusion] [Model] Dreamid omni (#1855)
Signed-off-by: dengyunyang <584797741@qq.com>
2026-03-13 21:53:06 +08:00
28dd1a699d [Model] Extend NPU support for HunyuanImage3 Diffusion Model (#1689)
Signed-off-by: ElleElleWu <1608928702@qq.com>
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Co-authored-by: skf1999 <13234016272@163.com>
Co-authored-by: Just-it <1161406585@qq.com>
Co-authored-by: Semmer2 <semmer@live.cn>
Co-authored-by: gcanlin <canlinguosdu@gmail.com>
2026-03-12 20:49:17 +08:00
Ting FU 6ac85d4607 [Feat] Enable expert parallel for diffusion MoE layers (#1323)
Signed-off-by: Semmer2 <semmer@live.cn>
2026-03-11 10:45:36 +08:00
Canlin Guo 29357027b0 [Bugfix] Allow to enable HSDP alone (#1567)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
2026-03-09 06:36:13 +00:00
knlnguyen1802andSamit 92e1a54419 [RL] Support collective rpc api to entrypoint && Support custom input output (#1646)
Signed-off-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Signed-off-by: Samit <285365963@qq.com>
Co-authored-by: Samit <285365963@qq.com>
2026-03-09 10:12:43 +08:00
Ding Zuhaoand汪志鹏 128e6f4b97 [Feature][Bagel] Add CFG parallel mode (#1578)
Signed-off-by: Ding Zuhao <e1583181@u.nus.edu>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
2026-03-06 09:55:54 +08:00
Samit 22a51a7cdb [Feature][Wan2.2] Speed up diffusion model startup by multi-thread weight loading (#1504)
Signed-off-by: samithuang <285365963@qq.com>
Signed-off-by: Samit <285365963@qq.com>
2026-03-02 14:53:25 +00:00
汪志鹏andCursor e37a89ffcb [Feature]: Support cfg kv-cache transfer in multi-stage (#1422)
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
2026-03-02 05:06:28 +00:00
0b884ebc6c [Feature]: Native GGUF Quantization Support for DiT (#1285)
Signed-off-by: David Chen <530634352@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-02-27 11:39:14 +08:00
Canlin GuoandHongsheng Liu f53152d340 [Feature] Support HSDP for diffusion models (#1339)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-02-26 21:31:10 +08:00
knlnguyen1802 9994594782 [Misc] Support WorkerWrapperBase and CustomPipeline for Diffusion Worker (#764)
Signed-off-by: knlnguyen1802 <knlnguyen1802@gmail.com>
2026-02-12 19:23:51 +08:00
Yuanheng ZhaoandSamit 8bf849c399 Refactor CPU Offloading Backend Pattern (#1223)
Signed-off-by: yuanheng <jonathan.zhaoyh@gmail.com>
Signed-off-by: Yuanheng Zhao <jonathan.zhaoyh@gmail.com>
Signed-off-by: Samit <285365963@qq.com>
Co-authored-by: Samit <285365963@qq.com>
2026-02-12 17:29:55 +08:00
SYLAR 830d261f9d [Feature]: FP8 Quantization Support for DiT (#1034)
Signed-off-by: lishunyang <lishunyang12@163.com>
Signed-off-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
2026-02-11 21:01:35 +08:00
dongbo910220andhsliuustc0106 43e8747c00 [Feat]: support VAE patch parallelism (#756)
Signed-off-by: dongbo910220 <1275604947@qq.com>
Co-authored-by: hsliuustc0106 <liuhongsheng4@huawei.com>
2026-02-10 17:36:10 +08:00
Didan DengandHongsheng Liu 23cf48d7bb [Perf]: CFG parallel abstraction (#851)
Signed-off-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-01-30 16:23:44 +00:00
2923d5a91e [Feature] Support DiT Layerwise (Blockwise) CPU Offloading (#858)
Signed-off-by: yuanheng <jonathan.zhaoyh@gmail.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2026-01-30 17:35:09 +08:00
Samit c0beebbfe3 [Feature] Support cache-dit for Wan 2.2 inference (#1021)
Signed-off-by: samithuang <285365963@qq.com>
Signed-off-by: Samit <285365963@qq.com>
2026-01-28 20:07:50 +08:00
5037af1033 [Feature] Diffusion LoRA Adapter Support (PEFT compatible) for vLLM alignment (#758)
Signed-off-by: AndyZhou952 <jzhoubc@connect.ust.hk>
Signed-off-by: Andy Zhou <jzhoubc@connect.ust.hk>
Signed-off-by: dongbo910220 <1275604947@qq.com>
Signed-off-by: Andy Zhou <46011930+AndyZhou952@users.noreply.github.com>
Signed-off-by: Samit <285365963@qq.com>
Co-authored-by: dongbo910220 <1275604947@qq.com>
Co-authored-by: Samit <285365963@qq.com>
2026-01-27 10:22:40 +08:00
汪志鹏andwzliu 7f821be57b Support Bagel Model (#726)
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Co-authored-by: wzliu <wzliu@connect.hku.hk>
2026-01-22 23:09:55 +13:00
Prajwal Aandzjy0516 779f5987d9 [feature] cpu offloading support for diffusion (#497)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Prajwal A <prajwalanagani@gmail.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
2026-01-12 10:41:18 +00:00
Jiangyun Zhu c784b3e07d [core] add torch compile for diffusion (#684)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
2026-01-09 04:05:44 +13:00
catcatandHongsheng Liu 026f613e57 [Misc] Merge diffusion forward context (#582)
Signed-off-by: iwzbi <wzbi@zju.edu.cn>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-01-05 22:49:03 +08:00
knlnguyen1802 b414a4d15e Support sleep, wake_up and load_weights for Omni Diffusion (#376)
Signed-off-by: knlnguyen1802 <knlnguyen1802@gmail.com>
2026-01-05 21:18:11 +08:00
WeiQing Chen 0a2b5e87b6 [Misc] fix ring att log (#610)
Signed-off-by: David Chen <530634352@qq.com>
2026-01-04 19:56:50 +08:00
680742bc33 [Diffusion]: Diffusion Ring Attention support (#273)
Signed-off-by: mxuax <mxuax@connect.ust.hk>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2025-12-31 14:26:30 +00:00
595e7c0032 [Core] Supports stage abstraction in the diffusion model (#391)
Signed-off-by: Chenguang ZHENG <645327136@qq.com>
Signed-off-by: yinpeiqi <yinpeiqi809@gmail.com>
Co-authored-by: yinpeiqi <yinpeiqi809@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2025-12-27 01:59:33 +13:00
WeiQing Chen 628c0a9217 [Entrypoints] Support Qwen-Image-Edit 2509 online serving & update doc (#368)
Signed-off-by: David Chen <530634352@qq.com>
2025-12-19 16:50:32 +08:00
Chenguang Zhengandyinpe acf66ee2cc [Entrypoints] Support Online Serving for Diffusion-only Models (#259)
Signed-off-by: Chenguang ZHENG <645327136@qq.com>
Signed-off-by: yinpe <11810305@mail.sustech.edu.cn>
Co-authored-by: yinpe <11810305@mail.sustech.edu.cn>
2025-12-17 17:40:45 +08:00
Didan Deng 85f0c1177f [Diffusion]: Diffusion Ulysses-Sequence-Parallelism support (#189)
Signed-off-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
2025-12-17 15:41:31 +08:00
Cyrus Leung c091a03d82 [Chore] Bump Python version and apply formatting changes for v0.12 release (#126)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-12-16 15:19:40 +08:00
Samit 06c2b7f6e4 [Misc] Fix docs and update image edit example with cache-dit (#318)
Signed-off-by: samithuang <285365963@qq.com>
2025-12-15 13:43:28 +00:00