Commit Graph
42 Commits
Author SHA1 Message Date
Jerry Song 89015d5cad [Feature]: Adds distilled LoRA support for diffusion models (#2783)
Signed-off-by: Songrui625 <songrui625@gmail.com>
2026-08-11 14:23:43 +00:00
e39f4dddfb [Refactor]: clean up diffusion scheduler interfaces (#5216)
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>
Co-authored-by: Cursor <cursoragent@cursor.com>
2026-07-22 14:05:49 +08:00
Alicia f18924c1ca [Refactor][Misc] Remove unused code in diffusion hooks/model_loader (#5270)
Signed-off-by: Alicia <115451386+congw729@users.noreply.github.com>
2026-07-22 09:45:17 +08:00
bjf-frz 1a4a042a83 [REFACT]Refactor diffusion outputs to payload metadata (#4922)
Signed-off-by: bjf-frz <frz123db@gmail.com>
2026-07-14 17:24:03 +08:00
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
Yi LiuandCopilot 99234881f5 [Quant][AutoRound] Add W4A16 support for Qwen-Image (#3588)
Signed-off-by: yiliu30 <yi4.liu@intel.com>
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
2026-06-30 16:27:28 +08:00
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
Samit 5f5b77aa9c [BugFix][Qwen-Image] align txt_seq_lens RoPE width with padded embeds (#4474)
Signed-off-by: samithuang <285365963@qq.com>
2026-06-16 19:09:25 +08:00
Zhou Taichang af02713952 [Bugfix] harden diffusion model prefetch against transformers v5 shard-resolution race (#4076) 2026-06-04 12:14:25 +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
LuandSYLAR 14e5baceaf [Qwen-Image] Drop unused vision tower from text encoder (#3608)
Signed-off-by: lulugoodcoder <luludachiever@gmail.com>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
2026-05-19 19:19:58 +08:00
Ayush AgarwalandHongsheng Liu b968373c88 enhancement: extend to dmd2 to image generation + add flux, qwen image pipelines (#2974)
Signed-off-by: ayushag <ayushag@nvidia.com>
Signed-off-by: Ayush Agarwal <ayushag@nvidia.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-05-08 21:37:57 +08:00
e49fbd8a2d [Feat] DiffusionEngine Support async batch infer (#2729)
Signed-off-by: Semmer <semmer@live.cn>
Signed-off-by: jader <yjader@foxmail.com>
Signed-off-by: asukaqaq-s <1311722138@qq.com>
Co-authored-by: asukaqaq-s <1311722138@qq.com>
Co-authored-by: jader <yjader@foxmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
2026-05-06 09:47:13 +12:00
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
WeiQing Chen 3079e943de [Bugfix] enforce max_sequence_length for Qwen-Image and Wan2.2 series before encoding (#2847)
Signed-off-by: david6666666 <530634352@qq.com>
2026-04-17 10:40:36 +08:00
WeiQing Chen 85d63c47f9 [Bugfix] Fix Qwen-Image min-size normalization for tiny requests (#2637)
Signed-off-by: David Chen <530634352@qq.com>
2026-04-09 20:51:01 +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
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
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
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
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
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
SamitandHongsheng Liu 978a290d6e [Bugfix] Fix diffusion pipeline CFG (guidance_scale parsing failure bug) (#922)
Signed-off-by: samithuang <285365963@qq.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-01-26 05:09:03 +00:00
Jiangyun Zhu 58efc5dde3 [Misc] fix qwen image family redundant computation (#868)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
2026-01-21 09:58:08 +00:00
Samit 2d5faf3634 [Bugfix] Fix generation artifacts of Qwen-Image-Edit-2511 and update pipeline DiT param parsing (#776)
Signed-off-by: samithuang <285365963@qq.com>
2026-01-15 11:18:28 +08:00
ApsarasX 89f47c910a [Bugfix] Fix f-string formatting in image generation pipelines (#689)
Signed-off-by: ApsarasX <apsarax@outlook.com>
2026-01-07 14:12:58 +00:00
Didan Deng 14c04d0fd4 [Diffusion][Feature] CFG parallel support for Qwen-Image (#444)
Signed-off-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
2026-01-06 17:34:50 +08:00
Jiangyun Zhu a7fe4fba4e [refactor] teacache refactor (#395)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
2025-12-22 06:49:04 +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
SamitandJiangyun Zhu 2b4a9fe729 [Diffusion] Add cache-dit and unify diffusion cache backend interface (#250)
Signed-off-by: samithuang <285365963@qq.com>
Signed-off-by: SamitHuang <285365963@qq.com>
Signed-off-by: Samit <285365963@qq.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
2025-12-15 15:10:45 +08:00
65ca13102d [Feature] teacache integration (#179)
Signed-off-by: Prajwal A <prajwalanagani@gmail.com>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
Signed-off-by: Samit <285365963@qq.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Samit <285365963@qq.com>
2025-12-12 04:29:56 +00:00
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 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
Canlin Guo 0d110312df [Feat] Enable loading local Qwen-Image model (#117)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
2025-11-30 21:07:53 +08:00
Gao Han 88c00fb271 [Bugfix] Remove mandatory flash-attn dependency and optimzie docs (#113)
Signed-off-by: Gaohan123 <gaohan19@huawei.com>
2025-11-30 18:20:44 +08:00
Samit 1f1be495b0 [Diffusion] Support Multi-image Generation and Add Web UI Demo for QwenImage (#97)
Signed-off-by: samithuang <285365963@qq.com>
Signed-off-by: SamitHuang <285365963@qq.com>
2025-11-29 20:19:50 +08:00
Jiangyun Zhu bcc6bd9642 [diffusion] add doc and fix qwen-image (#96)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
2025-11-28 18:07:44 +08:00
Jiangyun Zhu 4049f356f2 [Diffusion] Qwen image support (#82)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
2025-11-28 14:22:11 +08:00