Commit Graph
44 Commits
Author SHA1 Message Date
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
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
Nick CaoandClaude e957d16f8d [Refactor] Migrate existing pipelines to use SupportsComponentDiscovery for offload discovery (#3076)
Signed-off-by: Nick Cao <ncao@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
2026-06-17 21:33:06 +08:00
a698269e47 [Model] Add Ming-flash-omni-2.0 Image Generation (Diffusion) Stage (#2875)
Signed-off-by: ZhengWG <zwg0606@gmail.com>
Signed-off-by: Zheng Wengang <zwg0606@gmail.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: Yuanheng Zhao <54058983+yuanheng-zhao@users.noreply.github.com>
2026-05-27 23:21:20 +08:00
wuhang 3f27ffbd4d [Misc] Clean logs for image gen task (#3414)
Signed-off-by: wuhang <wuhang6@huawei.com>
2026-05-11 12:16:05 +00:00
baonudesifeizhaiandroG0d c4a0990044 (Phase 1)Add ModelOpt FP8 auto-detect support for diffusion checkpoints #2709 (#2913)
Signed-off-by: roG0d <rodgarcas98@gmail.com>
Signed-off-by: roG0d <baonudesifeizhai@gmail.com>
Signed-off-by: baonudesifeizhai <85092850+baonudesifeizhai@users.noreply.github.com>
Co-authored-by: roG0d <rodgarcas98@gmail.com>
2026-05-09 16:55:05 +08:00
0a8204cb81 [Quantization] Redo Z-Image text encoder FP8 online quantization (#3279)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
2026-05-06 16:37:36 +00:00
Lancer bb69cbc9f1 [Perf] Optimize RMSNorm in Z-Image (#3304)
Signed-off-by: Lancer <maruixiang6688@gmail.com>
2026-05-04 17:34:43 +08:00
Nick CaoandClaude 9de3806624 [Cleanup] Extract shared SinusPositionEmbedding/DiTTimestepEmbedding/timestep_embedding layer (#3285)
Signed-off-by: Nick Cao <ncao@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
2026-05-01 20:19:42 +08:00
Hongsheng Liu 7fc528f7a9 Revert "[Quantization] Enable FP8 online quantization for Z-image text encoder" (#3272) 2026-04-30 15:08:17 +08:00
Isotr0py ac66282746 [Quantization] Enable FP8 online quantization for Z-image text encoder (#1338)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2026-04-30 14:12:01 +08:00
Zhou TaichangandYuanheng Zhao 7f2b1e9386 [Rebase] Rebase to vllm 0.20.0 (#3232)
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Signed-off-by: Zhou Taichang <tzhouam@connect.ust.hk>
Signed-off-by: Yuanheng Zhao <jonathan.zhaoyh@gmail.com>
Co-authored-by: Yuanheng Zhao <54058983+yuanheng-zhao@users.noreply.github.com>
2026-04-30 09:56:59 +12:00
Zhang Jianandpjh4993 c6d76d081b [Bugfix] Fix broken fp8 quantisation on Z-Image-Turbo, Qwen-Image, FLUX.1-dev (#2795)
Signed-off-by: Zhang <jianmusings@gmail.com>
Co-authored-by: pjh4993 <pjh4993@naver.com>
2026-04-15 14:25:41 +00:00
Lancer 8609bc8ed9 [Feat] image2image for Z-Image (#1580)
Signed-off-by: Lancer <maruixiang6688@gmail.com>
Signed-off-by: Lancer <402430575@qq.com>
2026-04-08 14:41:24 +08:00
LancerandDidan Deng 328de586aa [Feat] support for multi-block layerwise offloading, fix top-level parameters/buffers staying on CPU (#1486)
Signed-off-by: Lancer <maruixiang6688@gmail.com>
Signed-off-by: Lancer <402430575@qq.com>
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
2026-04-06 11:49:35 +08:00
Lancer 70a62651b9 [Feat] support HSDP for Qwen-image series, Z-Image, GLM-Image (#2029)
Signed-off-by: Lancer <maruixiang6688@gmail.com>
2026-04-01 20:01:09 +08:00
SYLAR 6b93459826 [Core] Unified quantization framework (#1764) 2026-03-24 18:56:55 +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
Lancer b33d7637de [Bugfix] Z-Image CFG threshold should be > 0 instead of > 1 (#1634)
Signed-off-by: Lancer <maruixiang6688@gmail.com>
2026-03-20 20:13:10 +08:00
b766c4702c Int8 Quantization Support for DiT (Z-Image & Qwen-Image) (#1470)
Signed-off-by: juboyu <767868009@qq.com>
Signed-off-by: JuboYu <767868009@qq.com>
Signed-off-by: Alicia <115451386+congw729@users.noreply.github.com>
Co-authored-by: Alicia <115451386+congw729@users.noreply.github.com>
Co-authored-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>
2026-03-19 22:58:29 +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
Lancer 2472c360aa [Feat] support SP for FLUX.2-klein (#1250)
Signed-off-by: Lancer <maruixiang6688@gmail.com>
2026-03-15 12:18:12 +08:00
675c35db97 [Refactor] lora: reuse load_weights packed mapping (#991)
Signed-off-by: dongbo910220 <1275604947@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
2026-03-04 02:58:43 +00:00
dengyunyang d275c0c993 [FEATURE] Tile/Patch parallelism refactor for easily support other models (#1366)
Signed-off-by: dengyunyang <584797741@qq.com>
2026-03-03 15:48:51 +08:00
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
Alex Brooks 5295f0f81b [Bugfix] Fix Hardcoded Datatypes in Z-image (#1393)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
2026-02-20 06:55:24 +00:00
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
erfgssandCopilot 78830562db [Perf] resolving prolonged cudastreamsynchronize execution in z image processing (#1105)
Signed-off-by: erfgss <97771661+erfgss@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2026-02-04 10:35:28 +08:00
Zeyu Huang | 黃澤宇 d64bbde561 [Frontend][Model] Support batch request with refined OmniDiffusionReq… (#797)
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
2026-01-28 16:07:42 +08:00
Yuanheng Zhao 2f5e32477c [NFC] Remove redundant torch.no_grad in models and pipelines (#854)
Signed-off-by: yuanheng <jonathan.zhaoyh@gmail.com>
2026-01-27 12:36:54 +00:00
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
Canlin GuoandHongsheng Liu b564132e44 [Diffusion][Acceleration] Support TeaCache for Z-Image (#817)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-01-21 16:53:18 +08:00
XU Mingshi 25b08b3371 [Diffusion] Non-Intrusive Sequence Parallelism (SP) Model Support Abstraction for vLLM-Omni Framework (#779)
Signed-off-by: mxuax <mxuax@connect.ust.hk>
Signed-off-by: XU Mingshi <91017482+mxuax@users.noreply.github.com>
2026-01-21 14:43:09 +08:00
dongbo910220andJiangyun Zhu 67c0a17a0e [Feat] Enable DiT tensor parallel for Diffusion Pipeline(Z-Image) (#735)
Signed-off-by: dongbo910220 <1275604947@qq.com>
Signed-off-by: dongbo910220 <32610838+dongbo910220@users.noreply.github.com>
Signed-off-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
2026-01-12 11:00:42 +08:00
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
4913f9cc18 [NPU][Model] Use cos and sin cache for Z-Image to support NPU (#485)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
2025-12-26 21:52:25 +08:00
Jiangyun Zhu 6ec427f82f [Revert] revert diffusion warmup (#382)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
2025-12-19 19:48:41 +08:00
Jiangyun Zhu 5216cf4ae6 [Perf] torch compile for dit and rope kernel (#317)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
2025-12-19 03:16:20 +00:00
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
Isotr0py 83c2723113 [Model] Fuse Z-Image's qkv_proj and gate_up_proj (#226)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2025-12-08 23:21:25 +08:00
Jiangyun Zhu aa689e6af0 [Core] add clean up method for diffusion engine (#219)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
2025-12-08 03:52:07 +00:00
Isotr0py 059f45e48d [Diffusion] Refactor diffusion models weights loading (#157)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2025-12-06 11:12:13 +00:00
Jiangyun ZhuandSamit 98fe15762d [Diffusion] Init Attention Backends and Selector for Diffusion (#115)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: samithuang <285365963@qq.com>
Co-authored-by: Samit <285365963@qq.com>
2025-12-05 10:46:20 +00:00
Jiangyun ZhuandSamit 7a6d2fe3f6 [diffusion] z-image support (#149)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Samit <285365963@qq.com>
2025-12-03 02:16:36 +00:00