 Zeyu Huang | 黃澤宇andHongsheng Liu
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1b0de21c55
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[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>
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2026-07-02 16:32:05 +02:00 |
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 JiangJie ZhangandSamit
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c45ac74d43
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[Core][Frontend] Support request-level batching for diffusion pipelines (#4079)
Signed-off-by: jader <yjader@foxmail.com>
Co-authored-by: Samit <285365963@qq.com>
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2026-06-29 18:09:19 +02:00 |
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 Nick CaoandClaude
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e957d16f8d
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[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>
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2026-06-17 21:33:06 +08:00 |
|
 
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a698269e47
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[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>
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2026-05-27 23:21:20 +08:00 |
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wuhang
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3f27ffbd4d
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[Misc] Clean logs for image gen task (#3414)
Signed-off-by: wuhang <wuhang6@huawei.com>
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2026-05-11 12:16:05 +00:00 |
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 baonudesifeizhaiandroG0d
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c4a0990044
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(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>
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2026-05-09 16:55:05 +08:00 |
|
 
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0a8204cb81
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[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>
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2026-05-06 16:37:36 +00:00 |
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Lancer
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bb69cbc9f1
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[Perf] Optimize RMSNorm in Z-Image (#3304)
Signed-off-by: Lancer <maruixiang6688@gmail.com>
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2026-05-04 17:34:43 +08:00 |
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 Nick CaoandClaude
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9de3806624
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[Cleanup] Extract shared SinusPositionEmbedding/DiTTimestepEmbedding/timestep_embedding layer (#3285)
Signed-off-by: Nick Cao <ncao@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-05-01 20:19:42 +08:00 |
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Hongsheng Liu
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7fc528f7a9
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Revert "[Quantization] Enable FP8 online quantization for Z-image text encoder" (#3272)
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2026-04-30 15:08:17 +08:00 |
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Isotr0py
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ac66282746
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[Quantization] Enable FP8 online quantization for Z-image text encoder (#1338)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2026-04-30 14:12:01 +08:00 |
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 Zhou TaichangandYuanheng Zhao
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7f2b1e9386
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[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>
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2026-04-30 09:56:59 +12:00 |
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 Zhang Jianandpjh4993
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c6d76d081b
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[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>
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2026-04-15 14:25:41 +00:00 |
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Lancer
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8609bc8ed9
|
[Feat] image2image for Z-Image (#1580)
Signed-off-by: Lancer <maruixiang6688@gmail.com>
Signed-off-by: Lancer <402430575@qq.com>
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2026-04-08 14:41:24 +08:00 |
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 LancerandDidan Deng
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328de586aa
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[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>
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2026-04-06 11:49:35 +08:00 |
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Lancer
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70a62651b9
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[Feat] support HSDP for Qwen-image series, Z-Image, GLM-Image (#2029)
Signed-off-by: Lancer <maruixiang6688@gmail.com>
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2026-04-01 20:01:09 +08:00 |
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SYLAR
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6b93459826
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[Core] Unified quantization framework (#1764)
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2026-03-24 18:56:55 +08:00 |
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 dongbo910220andDidan Deng
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50bd1961bf
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[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>
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2026-03-24 14:55:54 +08:00 |
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Lancer
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b33d7637de
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[Bugfix] Z-Image CFG threshold should be > 0 instead of > 1 (#1634)
Signed-off-by: Lancer <maruixiang6688@gmail.com>
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2026-03-20 20:13:10 +08:00 |
|
 
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b766c4702c
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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>
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2026-03-19 22:58:29 +08:00 |
|
 
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fde4808723
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[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>
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2026-03-19 12:26:12 +08:00 |
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Lancer
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2472c360aa
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[Feat] support SP for FLUX.2-klein (#1250)
Signed-off-by: Lancer <maruixiang6688@gmail.com>
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2026-03-15 12:18:12 +08:00 |
|
 
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675c35db97
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[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>
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2026-03-04 02:58:43 +00:00 |
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dengyunyang
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d275c0c993
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[FEATURE] Tile/Patch parallelism refactor for easily support other models (#1366)
Signed-off-by: dengyunyang <584797741@qq.com>
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2026-03-03 15:48:51 +08:00 |
|
  
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0b884ebc6c
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[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>
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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>
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2026-02-20 06:55:24 +00:00 |
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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>
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2026-02-11 21:01:35 +08:00 |
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 erfgssandCopilot
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78830562db
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[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>
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2026-02-04 10:35:28 +08:00 |
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Zeyu Huang | 黃澤宇
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d64bbde561
|
[Frontend][Model] Support batch request with refined OmniDiffusionReq… (#797)
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
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2026-01-28 16:07:42 +08:00 |
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Yuanheng Zhao
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2f5e32477c
|
[NFC] Remove redundant torch.no_grad in models and pipelines (#854)
Signed-off-by: yuanheng <jonathan.zhaoyh@gmail.com>
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2026-01-27 12:36:54 +00:00 |
|
 
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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>
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2026-01-27 10:22:40 +08:00 |
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 Canlin GuoandHongsheng Liu
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b564132e44
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[Diffusion][Acceleration] Support TeaCache for Z-Image (#817)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-01-21 16:53:18 +08:00 |
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XU Mingshi
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25b08b3371
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[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>
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2026-01-21 14:43:09 +08:00 |
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 dongbo910220andJiangyun Zhu
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67c0a17a0e
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[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>
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2026-01-12 11:00:42 +08:00 |
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Jiangyun Zhu
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c784b3e07d
|
[core] add torch compile for diffusion (#684)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
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2026-01-09 04:05:44 +13:00 |
|
 
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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>
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2025-12-26 21:52:25 +08:00 |
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Jiangyun Zhu
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6ec427f82f
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[Revert] revert diffusion warmup (#382)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
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2025-12-19 19:48:41 +08:00 |
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Jiangyun Zhu
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5216cf4ae6
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[Perf] torch compile for dit and rope kernel (#317)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
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2025-12-19 03:16:20 +00:00 |
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Cyrus Leung
|
c091a03d82
|
[Chore] Bump Python version and apply formatting changes for v0.12 release (#126)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-12-16 15:19:40 +08:00 |
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Isotr0py
|
83c2723113
|
[Model] Fuse Z-Image's qkv_proj and gate_up_proj (#226)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-12-08 23:21:25 +08:00 |
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Jiangyun Zhu
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aa689e6af0
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[Core] add clean up method for diffusion engine (#219)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
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2025-12-08 03:52:07 +00:00 |
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Isotr0py
|
059f45e48d
|
[Diffusion] Refactor diffusion models weights loading (#157)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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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>
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2025-12-05 10:46:20 +00:00 |
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 Jiangyun ZhuandSamit
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7a6d2fe3f6
|
[diffusion] z-image support (#149)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Samit <285365963@qq.com>
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2025-12-03 02:16:36 +00:00 |
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