 wangyu
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2e096788a6
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[CI]Remove SoulX-Singer support (#6362)
Signed-off-by: wangyu <410167048@qq.com>
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2026-08-23 07:16:32 +08:00 |
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Yukim1
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6f55a06fab
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[Docs] Remove stale stage config references (#6270)
Signed-off-by: zwhzzz0821 <2831474076@qq.com>
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2026-08-20 07:09:12 +08:00 |
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bjf-frzandHongsheng Liu
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14bd8f8772
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[REFACT]Refactor diffusion parallel state (#5531)
Signed-off-by: bjf-frz <frz123db@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-08-19 11:23:10 +08:00 |
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Hongsheng Liu
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284e05c88b
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[Core] Support online FP8 with DLO AllGather (#6279)
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-08-18 23:48:07 +08:00 |
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Hongsheng Liu
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9d2bb23ff6
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[Diffusion] Add loader-owned host-weight plans for DLO (TP=1) (#6213)
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-08-16 11:02:38 +08:00 |
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Hongsheng Liu
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1260ceaae6
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[Docs] Split diffusion attention and CPU offload guides (#6075)
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-08-15 14:41:09 +08:00 |
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baonudesifeizhai
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b300f66656
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[Bugfix] Fix HSDP compatibility with the new online FP8 linear method (#5677)
Signed-off-by: roG0d <baonudesifeizhai@gmail.com>
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2026-08-14 15:45:55 +08:00 |
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Hongsheng Liu
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1ff2753469
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docs: align User Guide feature taxonomy (#6045)
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-08-12 00:20:56 +08:00 |
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Jerry Song
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89015d5cad
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[Feature]: Adds distilled LoRA support for diffusion models (#2783)
Signed-off-by: Songrui625 <songrui625@gmail.com>
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2026-08-11 14:23:43 +00:00 |
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4ab1b4ff9c
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[Perf][Flux2][HunyuanVideo1.5] Skip attention-mask to avoid varlen path (#4645)
Signed-off-by: kTorp <Kristoffer.Torp@amd.com>
Signed-off-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-08-11 15:31:02 +08:00 |
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fan2956andFan
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c27623c29c
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[Bugfix] rainfusion support all shape video (#6000)
Signed-off-by: Fan <fan@FandeMacBook-Air.local>
Co-authored-by: Fan <fan@FandeMacBook-Air.local>
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2026-08-11 05:10:50 +08:00 |
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Mu GuanLin
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d8c35663b4
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[Model][Feat] Support Minimax-H3 quality grading requests through dynamic loading/unloading with Cache-DiT (#5853)
Signed-off-by: mglyn <1203789601@qq.com>
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2026-08-07 09:07:23 +00:00 |
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RuQing Xu
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ab459b36c2
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[Kernel] Refresh FlashInfer attention; Add quantized attention support (Blackwell QK16/V8) (#5344)
Signed-off-by: Ruqing Xu <7891482+xrq-phys@users.noreply.github.com>
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2026-08-07 16:14:26 +08:00 |
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Hongsheng Liu
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62bf8d630d
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docs: document distributed layerwise offload compatibility (#5839)
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-08-06 23:21:43 +08:00 |
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d219d93bbb
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[Attention] Refine TRTLLM attention support for MiniMax H3 (#5779)
Signed-off-by: Bo Li <22713281+bobboli@users.noreply.github.com>
Signed-off-by: lishunyang12 <lishunyang03@gmail.com>
Signed-off-by: lishunyang12 <lishunyang12@163.com>
Co-authored-by: lishunyang12 <lishunyang03@gmail.com>
Co-authored-by: lishunyang12 <lishunyang12@163.com>
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2026-08-06 09:38:17 +00:00 |
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Zijun HuangandWeiQing Chen
|
93457f29ff
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[NPU][Quantization] Add RainFusion attention and INT8 online quantization for MiniMax H3 (#5706)
Signed-off-by: Zijun Huang <zijunhua@usc.edu>
Co-authored-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>
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2026-08-06 14:15:21 +08:00 |
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bjf-frz
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9f978923f2
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[docs] consolidate diffusion execution modes (#5599)
Signed-off-by: bjf-frz <frz123db@gmail.com>
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2026-08-05 22:41:18 +08:00 |
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Isotr0py
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24741961eb
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[Model] Add MiniMax H3 diffusion support (#5691)
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2026-08-03 14:10:40 +08:00 |
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SYLAR
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896f05e7e6
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[Kernel] Add typed SAGE for TRTLLM_ATTN (#5509)
Signed-off-by: lishunyang12 <lishunyang12@163.com>
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2026-07-31 23:11:39 +00:00 |
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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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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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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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Diya Peng
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b471a5cf23
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[Diffusion] Add FLUX.2-dev CPU Offload (Layerwise) (#5256)
Signed-off-by: dpeng123 <diyapeng123@gmail.com>
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2026-07-23 14:53:04 +08:00 |
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bjf-frzandHongsheng Liu
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be667a8067
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[Refact] Refactor diffusion output streaming (#5166)
Signed-off-by: bjf-frz <frz123db@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-07-23 10:06:08 +08:00 |
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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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Hongsheng Liuandhsliu_ustc
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625892032b
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[Doc] Standardize serving names and identifiers (#5081)
Signed-off-by: hsliu_ustc <hsliu_ustc@noreply.gitcode.com>
Co-authored-by: hsliu_ustc <hsliu_ustc@noreply.gitcode.com>
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2026-07-13 23:59:42 +08:00 |
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Rahul Steiger
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66b9ad287a
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Extend Cosmos3 CPU offloading to component and layerwise paths (#4695)
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2026-07-13 09:48:53 +00:00 |
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Samit
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b96bc5ac87
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Support HuggingFace kernels package for native diffusion attention backends (#4926)
Signed-off-by: samithuang <285365963@qq.com>
Signed-off-by: Samit <285365963@qq.com>
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2026-07-08 14:34:36 +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>
|
2026-06-27 09:01:25 +08:00 |
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1951dca786
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[Model] add soulx-singer support (#3862)
Signed-off-by: Mr.Dong <1042542469@qq.com>
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: Mr.Dong <1042542469@qq.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
Co-authored-by: Yueqian Lin <linyueqian@outlook.com>
|
2026-06-24 05:36:45 +00:00 |
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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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46e0b71423
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[Enhancement] Introduce High-Performance MoT (Mixture-of-Tokens) Kernels: Triton Implementation (#3960)
Signed-off-by: Yufeng Zhu <yzhu802@gatech.edu>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: Zhengyuan Su <su.zhengyuan@u.nus.edu>
Co-authored-by: Yufeng Zhu <yzhu802@gatech.edu>
Co-authored-by: Zhengyuan Su <su.zhengyuan@u.nus.edu>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
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2026-06-16 03:08:02 +00:00 |
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126fb4b4a9
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[Blackwell][1/N] Add SageAttention3 diffusion backend on blackwell(GB200/B200/RTX5090/PRO6000/DGX Spark available) (#3015)
Signed-off-by: lishunyang <lishunyang12@163.com>
Signed-off-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>
Co-authored-by: lishunyang <lishunyang12@163.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
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2026-05-28 14:08:45 +00:00 |
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373d3c7476
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[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>
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2026-05-28 11:09:25 +08:00 |
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Samit
|
083b5e363f
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[Diffusion] Support LoRA in step-wise execution (#3639)
Signed-off-by: samithuang <285365963@qq.com>
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2026-05-20 22:26:18 +08:00 |
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Rustam Khadipash
|
89f8819525
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[Feature] Add support for Pipeline Parallel and integrate it into Wan 2.2 (#2322)
Signed-off-by: Rustam Khadipash <16683750+hadipash@users.noreply.github.com>
|
2026-05-19 09:42:17 +08:00 |
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Canlin GuoandHongsheng Liu
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ef7f2f1cd2
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[Docs] Refactor the attention backend docs/skill (#3475)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-05-11 09:13:07 +08:00 |
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Nick CaoandClaude
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65bc968465
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[Refactor] Rename SupportsModuleOffload to SupportsComponentDiscovery (#3354)
Signed-off-by: Nick Cao <ncao@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-05-08 14:16:49 +00:00 |
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Chenguang Zheng
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eeb7e698c9
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[Clean] Remove multi-replica Bagel CI and related docs/configs (#3407)
Signed-off-by: Chenguang ZHENG <645327136@qq.com>
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2026-05-08 09:28:52 +08:00 |
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1e5f288a91
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[FEAT] support multi-stage deployment (#2396)
Signed-off-by: ZhengWG <zwg0606@gmail.com>
Signed-off-by: Zheng Wengang <zwg0606@gmail.com>
Signed-off-by: Peiqi Yin <60515999+yinpeiqi@users.noreply.github.com>
Signed-off-by: yinpe <11810305@mail.sustech.edu.cn>
Signed-off-by: yinpeiqi <yinpeiqi809@gmail.com>
Co-authored-by: Peiqi Yin <60515999+yinpeiqi@users.noreply.github.com>
Co-authored-by: yinpe <11810305@mail.sustech.edu.cn>
Co-authored-by: yinpeiqi <yinpeiqi809@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
Co-authored-by: Chenguang Zheng <645327136@qq.com>
|
2026-05-06 19:33:18 +08:00 |
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Chendi.XueandCanlin Guo
|
353ac8a402
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[Enhancement] Offload transformer after switch to transformer-2 (#3224)
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
Co-authored-by: Canlin Guo <canlinguosdu@gmail.com>
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2026-05-05 23:48:46 +00:00 |
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e49fbd8a2d
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[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>
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2026-05-06 09:47:13 +12:00 |
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WeiQing ChenandSYLAR
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954d0642a4
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[Docs] Update diffusion quantization guides (#3200)
Signed-off-by: David Chen <530634352@qq.com>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
|
2026-04-28 04:33:24 -07:00 |
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755a2d9d96
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[Feat] support layerwise offload for Bagel (#2734)
Signed-off-by: Nick Cao <ncao@redhat.com>
Signed-off-by: siyuan.lei <siyuanlei37@gmail.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: Nick Cao <ncao@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
|
2026-04-25 15:44:56 +08:00 |
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jiangmengyu18andbetta18
|
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
|
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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WeiQing Chen
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d4cbdff9cd
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[Doc] Add diffusion attention backend docs (#3011)
Signed-off-by: david6666666 <530634352@qq.com>
|
2026-04-23 11:30:47 +08:00 |
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Nick CaoandClaude
|
e3b0afbb97
|
[Refactor] Let diffusion pipelines declare offloadable modules via SupportsModuleOffload (#2427)
Signed-off-by: Nick Cao <ncao@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
|
2026-04-23 04:23:00 +08:00 |
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Liang LvandSYLAR
|
ee15f39ea7
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[AutoRound] Support Qwen Omni W4A16 quantization model (#2670)
Signed-off-by: lvliang-intel <liang1.lv@intel.com>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
|
2026-04-22 19:54:45 +08:00 |
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