 ivanustoandHongsheng Liu
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f09bdcbc7d
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[Bugfix] Make the async-output wait bound configurable and default it higher (#6255)
Signed-off-by: ivanusto <ivanusto@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-08-22 22:10:30 +08:00 |
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Wang fuyinandHongsheng Liu
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72ee535fcd
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[Diffusion] Add native paged KV backend for diffusion workers (#6102)
Signed-off-by: Acerak01-fy <wfy2003324@163.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-08-22 21:45:45 +08:00 |
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Yukim1andzwhzzz0821
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0a1846aa45
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[Diffusion] Add native KV cache initialization and Scheduler-managed block allocation (#6094)
Signed-off-by: zwhzzz0821 <zwhzzz0821@users.noreply.github.com>
Co-authored-by: zwhzzz0821 <zwhzzz0821@users.noreply.github.com>
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2026-08-18 07:00:24 +00:00 |
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Samit
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136cb27b05
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[Bugfix] Fix lost async diffusion outputs in request-level batching (#6023)
Signed-off-by: samithuang <285365963@qq.com>
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2026-08-15 18:27:51 +08:00 |
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Wang fuyinandHongsheng Liu
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af3faa6c1e
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[Diffusion] Add Worker contracts and RPC plumbing for Scheduler-managed paged KV cache (#5550)
Signed-off-by: Acerak01-fy <wfy2003324@163.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-08-11 14:55:42 +08:00 |
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Zeyu Huang | 黃澤宇andHongsheng Liu
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33dd9a5a3e
|
[Core][Refactor][Diffusion] refactor request scheduler's admission wait policy (#5843)
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-08-10 15:06:27 +08:00 |
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6ae7ff7846
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[Diffusion] Prepare HunyuanImage3 for Scheduler-managed paged KV cache (#5541)
Signed-off-by: zwhzzz0821 <zwhzzz0821@users.noreply.github.com>
Co-authored-by: zwhzzz0821 <zwhzzz0821@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-08-10 08:48:56 +08:00 |
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SYLAR
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44e38d7b38
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[Diffusion] Fix DLO DP concurrent request execution (#5864)
Signed-off-by: lishunyang12 <lishunyang12@163.com>
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2026-08-08 08:24:42 +08:00 |
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SYLARandlishunyang12
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1c2a81f6d8
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feat(minimax-h3): enable 2x RTX 4090/5090 with DLO (#5764)
Signed-off-by: lishunyang12 <lishunyang03@gmail.com>
Signed-off-by: lishunyang12 <lishunyang12@163.com>
Co-authored-by: lishunyang12 <lishunyang03@gmail.com>
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2026-08-06 09:02:29 +08:00 |
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evanchuenganddavid6666666
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744c65b730
|
[Feature] Distributed layerwise offload with DP multi-concurrency + mmap weight… (#5397)
Signed-off-by: evanchueng <evanchueng@outlook.com>
Signed-off-by: david6666666 <530634352@qq.com>
Co-authored-by: david6666666 <530634352@qq.com>
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2026-07-30 13:35:38 +00:00 |
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zzhanddengyunyang
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dba05c3517
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Enable Diffusion Image models asynchronous output (#4981)
Signed-off-by: zzh <943967662@qq.com>
Co-authored-by: dengyunyang <584797741@qq.com>
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2026-07-29 17:21:55 +00:00 |
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bjf-frzandHongsheng Liu
|
be667a8067
|
[Refact] Refactor diffusion output streaming (#5166)
Signed-off-by: bjf-frz <frz123db@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
|
2026-07-23 10:06:08 +08:00 |
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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 |
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bjf-frz
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1a4a042a83
|
[REFACT]Refactor diffusion outputs to payload metadata (#4922)
Signed-off-by: bjf-frz <frz123db@gmail.com>
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2026-07-14 17:24:03 +08:00 |
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Zhou Taichang
|
86bdcaf3d5
|
[BDE] Phase 1: engine-level KV cache management for DreamZero (RFC #4366) (#4534)
|
2026-07-05 07:17:58 +08:00 |
|
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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 |
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3901ad8165
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[feat] Streaming diffusion video generation output (#3737)
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>
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2026-06-23 09:57:53 +00:00 |
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f75c437a60
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[Refactor]Base class for dit pipelines with unified parameter declaration[1/N] (#4225)
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
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2026-06-18 17:14:18 +08:00 |
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Hongsheng Liu
|
aff0af9754
|
[Refactor] Extract diffusion output formatting boundary (#4407)
Signed-off-by: hsliuustc0106 <liuhongsheng4@huawei.com>
|
2026-06-15 22:50:50 +08:00 |
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Yuzhu Dong
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e2e79177db
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Support DROID policy server for Cosmos3 OpenPI (#4282)
Signed-off-by: yuzhud <yuzhudong@gmail.com>
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2026-06-15 21:22:59 +08:00 |
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MaciejBalaNVandHongsheng Liu
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03cc888485
|
[refactor] Refactor guardrail error handling - add 400 error code (#4297)
Signed-off-by: Maciej Bala <mbala@nvidia.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-06-11 21:09:24 +00:00 |
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Chendi.XueandMengkejiergeli Ba
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31f882935d
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[XPU][S2V] Optimize Wan2.2 S2V: RoPE refactor + cache_dit enabling (#4062)
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
Co-authored-by: Mengkejiergeli Ba <mengkejiergeli.ba@intel.com>
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2026-06-05 06:20:16 +08:00 |
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bdfc77147d
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[Diffusion] DreamZero world model integration with CFG parallel + OpenPI serving (#2162)
Signed-off-by: Meng <meng_chen99@163.com>
Signed-off-by: Yangshen Deng <yangshen.d@outlook.com>
Signed-off-by: Suli Wang <50828270+wsl2000@users.noreply.github.com>
Co-authored-by: Meng <meng_chen99@163.com>
Co-authored-by: Suli Wang <50828270+wsl2000@users.noreply.github.com>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>
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2026-06-02 19:50:20 +00:00 |
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bc794e625f
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Add Cosmos3 model support (#3454)
Signed-off-by: Maciej Bala <mbala@nvidia.com>
Signed-off-by: MaciejBalaNV <mbala@nvidia.com>
Signed-off-by: lishunyang12 <lishunyang12@163.com>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
Co-authored-by: lishunyang12 <lishunyang12@163.com>
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2026-06-02 04:04:31 +08:00 |
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+1
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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 |
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WeiQing Chen
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67bb9b4a12
|
[CI][Bugfix] Fix LTX audio-video warmup output typing (#3964)
Signed-off-by: david6666666 <530634352@qq.com>
|
2026-05-29 07:46:02 +00:00 |
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JiangJie Zhang
|
6fa9dbbe42
|
[Diffusion] Unify diffusion request identity on request_id (#3744)
Signed-off-by: jader <yjader@foxmail.com>
|
2026-05-28 14:56:56 +08:00 |
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|
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373d3c7476
|
[Blackwell] Add CUDNN_ATTN and FLASHINFER_ATTN backends for diffusion (auto-route) (#3079)
Signed-off-by: lishunyang <lishunyang12@163.com>
Signed-off-by: Zhang <jianmusings@gmail.com>
Signed-off-by: Zhang Jian <jianmusings@gmail.com>
Co-authored-by: frauttauteffasu <247219357+frauttauteffasu@users.noreply.github.com>
Co-authored-by: Zhang Jian <jianmusings@gmail.com>
|
2026-05-28 11:09:25 +08:00 |
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wuhangandHongsheng Liu
|
4ba8e14981
|
Fix diffusion engine cleanup lifecycle (#3494)
Signed-off-by: wuhang <wuhang6@huawei.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-05-18 08:54:57 +08:00 |
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knlnguyen1802andSamit
|
aa1184d737
|
[bugfix, rl] Fix race condition bug on async running for diffusion model (#3379)
Signed-off-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Co-authored-by: Samit <285365963@qq.com>
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2026-05-12 14:55:30 +08:00 |
|
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汪志鹏
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c9a8556c24
|
[New Model]: Add sensenova u1 support (#3319)
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
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2026-05-11 22:19:00 +08:00 |
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wuhang
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3f27ffbd4d
|
[Misc] Clean logs for image gen task (#3414)
Signed-off-by: wuhang <wuhang6@huawei.com>
|
2026-05-11 12:16:05 +00:00 |
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|
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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 |
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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>
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2026-05-05 20:54:39 +08:00 |
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c708aecb18
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[Diffusion] [Model] Support AudioX (#2077)
Signed-off-by: Zhang Jian <jianmusings@gmail.com>
Signed-off-by: Zhang <jianmusings@gmail.com>
Signed-off-by: Zhang <zhang.jian@u.nus.edu>
Signed-off-by: Zhang Jian <e0322744@u.nus.edu>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: Zhang Jian <e0322744@u.nus.edu>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
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2026-05-04 10:24:35 -04:00 |
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539fa57006
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fix(diffusion): correct metric keys, remove duplication, minor cleanup (#2692)
Signed-off-by: willamhou <willamhou@ceresman.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Happy <yesreply@happy.engineering>
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2026-04-27 21:40:31 +08:00 |
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|
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52b53367ef
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[Enhancement] Engine runtime errors (#2426)
Signed-off-by: Daniel Huang <daniel1.huang@intel.com>
Signed-off-by: Daniel Huang <pilotflyer824@gmail.com>
Signed-off-by: bjf-frz <frz123db@gmail.com>
Co-authored-by: Chenguang Zheng <645327136@qq.com>
Co-authored-by: Zhou Taichang <tzhouam@connect.ust.hk>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: bjf-frz <frz123db@gmail.com>
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2026-04-21 14:46:05 +08:00 |
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WeiQing Chen
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6c6551dff8
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[Feature] feat: add video frame interpolation postprocess (#2555)
Signed-off-by: David Chen <530634352@qq.com>
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2026-04-15 11:52:20 +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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Samit
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956f53b278
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[Refactor] Use trajectory_* fields for Qwen-Image structured RL outputs (#2513)
Signed-off-by: samithuang <285365963@qq.com>
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2026-04-09 03:06:40 -07:00 |
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汪志鹏
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9d87229a30
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[MagiHuman] Fix audio sample rate and fps propagation for online serving (#2554)
Signed-off-by: princepride <wangzhipeng628@gmail.com>
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2026-04-09 06:52:12 +00:00 |
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cb6a8739c1
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[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>
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2026-04-08 10:43:01 +08:00 |
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Zhou Taichang
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2804a85e58
|
[Rebase] Rebase to vllm v0.19.0 (#2475)
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2026-04-04 15:03:32 +08:00 |
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Lidang JiangandClaude Opus 4.6
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515d15ef87
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[Cleanup] Replace bare print() with logger and use specific exception types (#2228)
Signed-off-by: Lidang Jiang <lidangjiang@gmail.com>
Signed-off-by: Lidang-Jiang <lidangjiang@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
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2026-04-03 23:59:07 +08:00 |
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Wu JIAZHENandjader
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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>
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2026-04-01 17:25:02 +08:00 |
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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 |
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Didan Deng
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1f5eca5686
|
[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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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>
|
2026-03-23 20:25:32 +08:00 |
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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>
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2026-03-19 12:26:12 +08:00 |
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SYLAR
|
53ebdd0b1d
|
[Bug]: fix CUDA OOM during diffusion post-processing (#1670)
Signed-off-by: lishunyang <lishunyang12@163.com>
|
2026-03-18 14:59:58 +00:00 |
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