 evanchuenganddavid6666666
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744c65b730
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[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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Mu GuanLin
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1b718f7b15
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[Feat] [CI] [bugfix] Generalize LTX CFG parallelism to the complete guidance plan (#5547)
Signed-off-by: mglyn <1203789601@qq.com>
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2026-07-29 17:40:40 +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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SYLARandlishunyang12
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7762d664d8
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[Attention] Add trtllm diffusion attention backend with Skip-Softmax (#5283)
Signed-off-by: lishunyang12 <lishunyang03@gmail.com>
Co-authored-by: lishunyang12 <lishunyang03@gmail.com>
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2026-07-27 22:48:11 +08:00 |
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Zeyu Huang | 黃澤宇
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eaf90d8eff
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[Frontend] Add midway prompt update for streaming video generation (#4652)
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
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2026-07-27 14:07:43 +08:00 |
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wjsuijlenh
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1f01d05603
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[Core] Session state manager for AR-diffusion world models (RFC #4480 Phase 0) (#4487)
Signed-off-by: Wijnand Suijlen <wijnand.suijlen@huawei.com>
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2026-07-27 13:17:38 +08:00 |
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TaffyOfficialandTaffyOfficial
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93786c9cd3
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[perf] Add configurable diffusion compile granularity (#4603)
Signed-off-by: TaffyOfficial <2324465096@qq.com>
Co-authored-by: TaffyOfficial <2324465096@qq.com>
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2026-07-24 15:22:06 +00:00 |
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84bbd57e4d
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[Feature] Add AllGather-KV sequence-parallel attention str… (#4968)
Signed-off-by: zhuhh97 <zhuhonghan@huawei.com>
Signed-off-by: dph97 <nenbaying@163.com>
Signed-off-by: zhuhh97 <zhh@unknown>
Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
Co-authored-by: dengyunyang <584797741@qq.com>
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2026-07-24 14:45:26 +00:00 |
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zzh
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0a9a5c231e
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Fix hunyuan ci (#5143)
Signed-off-by: zzh <943967662@qq.com>
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2026-07-16 14:49:13 +00:00 |
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bjf-frz
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1a4a042a83
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[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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Vensen
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ddba6de2ab
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[Bugfix][sleep mode]: guard generation on partial wake and ensure wake idempotency (#4834)
Signed-off-by: vensen <vensenmu@gmail.com>
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2026-07-05 14:50:08 +00:00 |
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Zhou Taichang
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86bdcaf3d5
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[BDE] Phase 1: engine-level KV cache management for DreamZero (RFC #4366) (#4534)
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2026-07-05 07:17:58 +08:00 |
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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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Rahul SteigerandHongsheng Liu
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327e9dcaf2
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[Feature] Spatially-sharded (SP) decode for the Wan VAE (#4620)
Signed-off-by: Rahul Steiger <rsteiger@nvidia.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-06-27 09:01:25 +08:00 |
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8ddcb3621f
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[Config] Add structured VllmOmniConfig classes (#4425)
Signed-off-by: Acerak01-fy <wfy2003324@163.com>
Signed-off-by: zwhzzz0821 <2831474076@qq.com>
Signed-off-by: Wang fuyin <wfy2003324@163.com>
Co-authored-by: zwhzzz0821 <2831474076@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-06-25 17:48:20 +08:00 |
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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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Zhengyuan Su (苏政渊)andClaude Opus 4.8
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2d0b1d8a29
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[Diffusion] add GR00T-N1.7 pipeline with OpenPI serving (#3798)
Signed-off-by: Zhengyuan Su <su.zhengyuan@u.nus.edu>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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2026-06-20 11:45:26 +08:00 |
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amy-why-3459
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f05e03aea8
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[Perf][DreamZero]dreamzero supports CUDA graph, torch.compile, and DiT Caching. (#4213)
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
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2026-06-19 14:24:37 +08:00 |
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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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Chendi.XueandHongsheng Liu
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e7f0db1067
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[SDXL] SDXL model enabling (#4331)
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-06-16 22:51:11 +08:00 |
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Joni JuvonenandHongsheng Liu
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20b7a67b0d
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[Perf][Wan2.2] Skip attention mask for zero-padded SP sequences to avoid varlen path (#3763)
Signed-off-by: jjuvonen-amd <joni.juvonen@amd.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-06-13 07:50:39 +08:00 |
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MaciejBalaNVandHongsheng Liu
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03cc888485
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[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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b8f68174ad
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[Refactor] Remove dead legacy pipeline.yaml loader and duplicate diff… (#4023)
Signed-off-by: dph97 <nenbaying@163.com>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
Co-authored-by: zhuhonghan <z00806815@china.huawei.com>
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2026-06-09 07:34:35 +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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b76291d6a1
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[New Model] Add Lance (ByteDance) (#3710)
Signed-off-by: lishunyang <lishunyang03@gmail.com>
Signed-off-by: lishunyang12 <lishunyang12@163.com>
Signed-off-by: WeiQing Chen <david6666666@users.noreply.github.com>
Co-authored-by: lishunyang <lishunyang03@gmail.com>
Co-authored-by: Haco <923390377@qq.com>
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2026-06-01 16:01:25 +08:00 |
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b690a10e3a
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[Feat] Support MagCache (#1287)
Signed-off-by: Lancer <maruixiang6688@gmail.com>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
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2026-05-29 22:26:23 +08:00 |
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c69ed4037d
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[feat] Support prompt embedding caching for diffusion model (#2962)
Signed-off-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Co-authored-by: Samit <285365963@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-05-29 15:36:03 +08:00 |
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knlnguyen1802andSamit
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5eac50f22c
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[bugfix, rl] Fix sleep do not release full memory in custom pipeline (#3818)
Signed-off-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Co-authored-by: Samit <285365963@qq.com>
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2026-05-28 22:27:27 +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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ANHDYandwangmengdi
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28467dc19a
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[feature]: support Hidream-I1-Full model (#2572)
Signed-off-by: wangmengdi <160612767@qq.com>
Co-authored-by: wangmengdi <wangmengdi@cmss.chinamobile.com>
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2026-05-22 15:23:03 +08:00 |
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Samit
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8e937400dc
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Fix OmniDiffusionConfig master_port selection for parallel launches (#3803)
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2026-05-22 11:12:29 +08:00 |
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baonudesifeizhai
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076c34abfb
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（Phase 2）Add ModelOpt mixed FP8/NVFP4 support for image generation (#3570)
Signed-off-by: roG0d <baonudesifeizhai@gmail.com>
Signed-off-by: baonudesifeizhai <85092850+baonudesifeizhai@users.noreply.github.com>
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2026-05-22 10:39:10 +08:00 |
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Zeyu Huang | 黃澤宇andCopilot Autofix powered by AI
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d18168ccbb
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[bugfix] Fix diffusers backend input bug after #2913 (#3644)
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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2026-05-15 09:55:09 +00:00 |
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lyj-jjjandCursor
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bbc00f9f86
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[BugFix] fix(omni): isolate diffusion KV-cache dtype from vLLM --kv-cache-dtype #3585 (#3596)
Signed-off-by: lyj-jjj <liuyingjun5@huawei.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
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2026-05-15 11:22:59 +08:00 |
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Y. Fisher
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4d3eed152a
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[Feat][Config] Support additional_config for diffusion worker (#3020)
Signed-off-by: KexiongYu <yukexiong1@huawei.com>
Signed-off-by: Y. Fisher <yukexiong1@huawei.com>
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2026-05-13 14:22:43 +00:00 |
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56ca7dd612
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support online FP8 quantization for FA on NPU #2236 (#2640)
Signed-off-by: lyj-jjj <liuyingjun5@huawei.com>
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: gcanlin <canlinguosdu@gmail.com>
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2026-05-13 11:46:00 +08:00 |
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汪志鹏
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c9a8556c24
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[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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Canlin Guo
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5e263b6929
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[BugFix] Rename attention_config to diffusion_attention_config (#3489)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
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2026-05-11 11:27:35 +08:00 |
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Canlin GuoandHongsheng Liu
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11c4c7f0ff
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[Diffusion][Attention] Support per-role attention backend via CLI (#2681)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-05-10 11:59:05 +08:00 |
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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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Chendi.XueandHongsheng Liu
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4e41b7bc23
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Enable Wan2.2-S2V modeling to vLLM-omni (#2751)
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-05-06 08:03:48 +08:00 |
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Zeyu Huang | 黃澤宇andCopilot Autofix powered by AI
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f19891e4f1
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[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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NATURE
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bfb730ed50
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[Bugfix]pass TP size to diffusion config (#2867)
Signed-off-by: natureofnature <wzliu@connect.hku.hk>
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2026-04-30 11:56:51 +08:00 |
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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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LancerandHongsheng Liu
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345504b68f
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[Feat] support quantization for GLM-IMAGE (#2292)
Signed-off-by: Lancer <maruixiang6688@gmail.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-04-24 13:49:49 +08:00 |
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Zeyu Huang | 黃澤宇
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d8cc7a0409
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[feat]: General diffusers adapter backend to run diffusion models (#2724)
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
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2026-04-23 00:07:18 +08:00 |
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Vensen
|
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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WeiQing ChenandGao Han
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f658bcb0bf
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[Bugfix] Limit Qwen-Image-Edit-2511 input image count (#2840)
Signed-off-by: david6666666 <530634352@qq.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
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2026-04-17 20:07:30 +08:00 |
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Samit
|
61a3cbdff5
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[Perf] Eliminate Hop 3 IPC overhead for single-stage diffusion via inline execution (#2736)
Signed-off-by: samithuang <285365963@qq.com>
Signed-off-by: Samit <285365963@qq.com>
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2026-04-15 11:46:06 +08:00 |
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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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