 jiangmengyu18andbetta18
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c174c95ab0
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[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>
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2026-04-25 06:14:01 +00:00 |
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Vensen
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e076378df1
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[Feat][sleepmode] add omni sleepmode and ack protocol (#2022)
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2026-04-21 08:19:53 +08:00 |
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NATUREandHongsheng Liu
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0d4e975e1b
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[core]refactor communication layer: PR1(Added Refactor Infra Only) (#1555)
Signed-off-by: natureofnature <wzliu@connect.hku.hk>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-04-13 16:01:14 +08:00 |
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78bef62f82
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[Profiler] Add Nsight Systems support for serving (#1098)
Signed-off-by: Jinheng Li <ahengljh@gmail.com>
Signed-off-by: Canlin Guo <961750412@qq.com>
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
Co-authored-by: Canlin Guo <961750412@qq.com>
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2026-04-10 18:13:12 +08:00 |
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Zhou Taichang
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2804a85e58
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[Rebase] Rebase to vllm v0.19.0 (#2475)
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2026-04-04 15:03:32 +08:00 |
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Wu JIAZHENandjader
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3fd4a4dc27
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[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>
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2026-04-01 17:25:02 +08:00 |
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7217557950
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[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
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2026-03-24 15:25:52 +08:00 |
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Didan Deng
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1f5eca5686
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[Perf] Qwen-Image Performance Nightly CI test (#1805)
Signed-off-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
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2026-03-24 00:19:20 +08:00 |
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汪志鹏andDidan Deng
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77d773ad47
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[Bagel]: Support SP (#1903)
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Signed-off-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
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2026-03-23 21:52:50 +08:00 |
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61cd532cff
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[Refactor] Refactor Diffusion Scheduler/Executor Boundaries and Request State Flow (#1625)
Signed-off-by: jader <yjader@foxmail.com>
Signed-off-by: JiangJie Zhang <76905040+yJader@users.noreply.github.com>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
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2026-03-23 20:25:32 +08:00 |
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Wu JIAZHEN
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da7a8f8014
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reafator pipeline stage/step pipeline (#1368)
Signed-off-by: asukaqaq-s <1311722138@qq.com>
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2026-03-20 19:21:50 +08:00 |
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SamitandHongsheng Liu
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5699fe7a96
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[Bugfix] Fix config misalignment between offline and online diffusion inference (Wan2.2, Qwen-Image series) (#1979)
Signed-off-by: samithuang <285365963@qq.com>
Signed-off-by: Samit <285365963@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-03-19 16:00:26 +08:00 |
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Lancer
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af012babf8
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[Bugfix] Fix cpu offload and quantization compatibility (#1473)
Signed-off-by: Lancer <maruixiang6688@gmail.com>
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2026-03-14 18:55:30 +00:00 |
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汪志鹏
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a52867abde
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[BugFix]: Revert #1582 (#1842)
Signed-off-by: princepride <wangzhipeng628@gmail.com>
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2026-03-12 19:19:57 +08:00 |
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Vensen
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3306fa6611
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[Feat][Diffusion]: Implement Component-Level VRAM Quota and Resource Domain Isolation (#1582)
Signed-off-by: vensen <vensenmu@gmail.com>
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2026-03-12 12:17:18 +08:00 |
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Ting FU
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6ac85d4607
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[Feat] Enable expert parallel for diffusion MoE layers (#1323)
Signed-off-by: Semmer2 <semmer@live.cn>
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2026-03-11 10:45:36 +08:00 |
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Samit
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155856ff30
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[Perf] Reduce IPC overhead for single-stage diffusion serving for Wan2.2 (#1715)
Signed-off-by: samithuang <285365963@qq.com>
Signed-off-by: Samit <285365963@qq.com>
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2026-03-10 00:03:51 +13:00 |
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Canlin Guo
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29357027b0
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[Bugfix] Allow to enable HSDP alone (#1567)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
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2026-03-09 06:36:13 +00:00 |
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knlnguyen1802andSamit
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92e1a54419
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[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>
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2026-03-09 10:12:43 +08:00 |
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SYLAR
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c316153b49
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[Bugfix] Enable torch.compile for low noise model (transformer_2) (#1541)
Signed-off-by: lishunyang <lishunyang12@163.com>
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2026-03-05 09:00:34 +08:00 |
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Samit
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22a51a7cdb
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[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>
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2026-03-02 14:53:25 +00:00 |
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汪志鹏andCursor
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e37a89ffcb
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[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>
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2026-03-02 05:06:28 +00:00 |
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Canlin GuoandHongsheng Liu
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f53152d340
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[Feature] Support HSDP for diffusion models (#1339)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-02-26 21:31:10 +08:00 |
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knlnguyen1802andHongsheng Liu
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5361353be5
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[Bugfix] Race condition in MultiprocExecutor when concurent access to Scheduler (#1448)
Signed-off-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-02-26 21:03:38 +08:00 |
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Alex Brooks
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bc26de834e
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[Bugfix] Fix LoRA Scaling on Active Adapters (#1421)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
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2026-02-26 17:22:35 +08:00 |
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Dong WandHongsheng Liu
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1eebb374f1
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[Model]Add new nextstep_1(Diffusion) model(only T2I) (#612)
Signed-off-by: Dong Wang <dongw2019@gmail.com>
Signed-off-by: sniper35 <dongw2019@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-02-26 00:09:11 +08:00 |
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dsinghviand汪志鹏
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c6f314df4f
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[Feature]: Diffusion sleep to use process level memory calculation (#1276)
Signed-off-by: Divyansh Singhvi <divyanshsinghvi@gmail.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Signed-off-by: dsinghvi <divyanshsinghvi@gmail.com>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
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2026-02-12 12:17:54 +00:00 |
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knlnguyen1802
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9994594782
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[Misc] Support WorkerWrapperBase and CustomPipeline for Diffusion Worker (#764)
Signed-off-by: knlnguyen1802 <knlnguyen1802@gmail.com>
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2026-02-12 19:23:51 +08:00 |
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Yuanheng ZhaoandSamit
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8bf849c399
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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>
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2026-02-12 17:29:55 +08:00 |
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Canlin Guo
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e192b0a6c5
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[Misc] Add per-request generator_device to online image gen and edit (#1183)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
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2026-02-10 18:47:08 +08:00 |
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Jiaping Wu
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5fea4823b7
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[Model] SupportHunyuanImage3 Diffusion Model in vllm-omni (#1085)
Signed-off-by: Semmer2 <semmer@live.cn>
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2026-02-10 03:03:44 +13:00 |
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Canlin Guo
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4eeea68cff
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[Platform] Add supports_torch_inductor interface (#1108)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
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2026-01-30 15:21:43 +00:00 |
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2923d5a91e
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[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>
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2026-01-30 17:35:09 +08:00 |
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汪志鹏
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741f7e2826
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[Core]: KV Cache Transfer Encapsulation (#979)
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
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2026-01-28 23:12:45 +08:00 |
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Canlin Guo
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c9392dff01
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[Hardware] Support platforms and plugin system (#774)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
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2026-01-28 22:12:52 +08:00 |
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Samit
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c0beebbfe3
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[Feature] Support cache-dit for Wan 2.2 inference (#1021)
Signed-off-by: samithuang <285365963@qq.com>
Signed-off-by: Samit <285365963@qq.com>
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2026-01-28 20:07:50 +08:00 |
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Zeyu Huang | 黃澤宇
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d64bbde561
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[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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5037af1033
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[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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52bf1e2f40
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[Feature]Support async computation and communication across stages by chunks (#727)
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
Signed-off-by: Rein Yang <ruiruyang2@gmail.com>
Co-authored-by: Rein Yang <ruiruyang2@gmail.com>
Co-authored-by: CHEN <116010019@link.cuhk.edu.cn>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-01-26 11:21:24 +08:00 |
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Jiangyun ZhuandHongsheng Liu
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578ed1967e
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[Bugfix] raise error in diffusion engine and fix offload test (#933)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-01-25 23:04:11 +08:00 |
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汪志鹏andwzliu
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7f821be57b
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Support Bagel Model (#726)
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Co-authored-by: wzliu <wzliu@connect.hku.hk>
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2026-01-22 23:09:55 +13:00 |
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SYLAR
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a1c37cc6e3
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[Core] Implement Diffusion Profiler Support (#709)
Signed-off-by: lishunyang <lishunyang12@163.com>
Signed-off-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
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2026-01-20 11:35:48 +08:00 |
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汪志鹏
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36c28767cd
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[Core]Add GPU Diffusion Runner (#822)
Signed-off-by: princepride <wangzhipeng628@gmail.com>
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2026-01-17 19:49:13 +08:00 |
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Prajwal Aandzjy0516
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779f5987d9
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[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>
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2026-01-12 10:41:18 +00:00 |
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Jiangyun Zhu
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c784b3e07d
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[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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knlnguyen1802andJiangyun Zhu
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c32235c4e0
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[Docs] Guide for using sleep mode and enable sleep mode (#660)
Signed-off-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
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2026-01-06 17:31:51 +08:00 |
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catcatandHongsheng Liu
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026f613e57
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[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>
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2026-01-05 22:49:03 +08:00 |
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knlnguyen1802
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b414a4d15e
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Support sleep, wake_up and load_weights for Omni Diffusion (#376)
Signed-off-by: knlnguyen1802 <knlnguyen1802@gmail.com>
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2026-01-05 21:18:11 +08:00 |
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WeiQing ChenandHongsheng Liu
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1753a878e0
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[Bugfix] t2i online fix cache configuration failure and errors in /v1/images/generation endpoint. (#499)
Signed-off-by: David Chen <530634352@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2025-12-30 16:50:30 +08:00 |
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595e7c0032
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[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>
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2025-12-27 01:59:33 +13:00 |
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