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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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Alex Brooks
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68a1d23e4d
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[Bugfix/Feature] Remove Hardcoded Flash Attention in Bagel & Support GQA in SDPA Backend (#3728)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
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2026-05-29 10:36:15 +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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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>
|
2026-05-28 14:08:45 +00:00 |
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Liang Lv
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b72ffb82bb
|
[AutoRound] Support GLM-Image W4A16 quantization model (#3059)
Signed-off-by: lvliang-intel <liang1.lv@intel.com>
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2026-05-28 07:19:06 +00:00 |
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JiangJie Zhang
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6fa9dbbe42
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[Diffusion] Unify diffusion request identity on request_id (#3744)
Signed-off-by: jader <yjader@foxmail.com>
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2026-05-28 14:56:56 +08:00 |
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mglyn
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2b999429c4
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[Feature] Add cfg-parallel for LTX-2.3 (#3905)
Signed-off-by: mglyn <1203789601@qq.com>
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2026-05-28 04:36:33 +00:00 |
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WeiQing Chen
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6031c7d393
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[CI] Add HunyuanVideo 1.5 X2V accuracy tests (#3852)
Signed-off-by: david6666666 <530634352@qq.com>
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2026-05-28 11:09:45 +08:00 |
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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>
|
2026-05-28 11:09:25 +08:00 |
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Chendi.Xue
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1903cee56a
|
[MXFP8][XPU] enable mxfp8 using vLLM main repo method (#3782)
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
|
2026-05-28 02:47:22 +00:00 |
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Yuanheng Zhao
|
39705f9ee8
|
[Feat] Support online quantization (fp8/int8) for DreamID-Omni (#3902)
Signed-off-by: Yuanheng Zhao <jonathan.zhaoyh@gmail.com>
|
2026-05-28 02:31:58 +00:00 |
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LancerandAlicia
|
5c3c81920b
|
[Bugfix] Ensure stage and diffusion subprocesses exit when parent dies unexpectedly (#3751)
Signed-off-by: Lancer <maruixiang6688@gmail.com>
Co-authored-by: Alicia <115451386+congw729@users.noreply.github.com>
|
2026-05-28 08:22:04 +08:00 |
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akshatvishu
|
1f3a3e3848
|
Fix Ovis image text encoder dtype (#3876)
Signed-off-by: akshatvishu <akshatnayak197@gmail.com>
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2026-05-28 08:21:37 +08:00 |
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a698269e47
|
[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>
|
2026-05-27 23:21:20 +08:00 |
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JohnJan
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36dc32ff81
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[Feature] support SP for FLUX.2-dev (#3244)
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2026-05-27 20:43:02 +08:00 |
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bjf-frzandHongsheng Liu
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c33ef34654
|
[Bugfix]Fix Hunyuan Image3 denoise flow alignment (#3857)
Signed-off-by: bjf-frz <frz123db@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-05-27 19:18:01 +08:00 |
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rongfu.lengandPeter Pan
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c349f62839
|
[Feat] opt qwen image model load use ColumnParallelLinear replace ReplicatedLinear (#3875)
Signed-off-by: rongfu.leng <lenronfu@gmail.com>
Co-authored-by: Peter Pan <Peter.Pan@daocloud.io>
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2026-05-27 09:02:17 +00:00 |
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WeiQing ChenandSYLAR
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41cb6378a2
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[Perf] Trim HunyuanVideo encoder padding tokens (#3844)
Signed-off-by: david6666666 <530634352@qq.com>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
|
2026-05-27 14:17:10 +08:00 |
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JasonandZeyu Huang | 黃澤宇
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753508fe02
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[Bugfix] Fix Qwen-Image-Edit-2511 TeaCache zero_cond_t handling (#3219)
Signed-off-by: JasonJ2021 <jasonj@zju.edu.cn>
Signed-off-by: Jason <72191212+JasonJ2021@users.noreply.github.com>
Co-authored-by: Zeyu Huang | 黃澤宇 <11222265+fhfuih@users.noreply.github.com>
|
2026-05-27 11:06:18 +08:00 |
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mglyn
|
385df0359e
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[BugFix] Fix LTX-2.3 audio latent padding for sequence parallelism (#3854)
Signed-off-by: mglyn <1203789601@qq.com>
|
2026-05-26 08:45:38 +00:00 |
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NumberWan
|
11a951b962
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[BugFix]: CUDA device-side assert failures on single-stage BAGEL i2i requests (#3680)
Signed-off-by: NumberWan <wantszkin2003@gmail.com>
|
2026-05-26 03:01:10 +00:00 |
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Alex Brooks
|
cc0e15ba57
|
[Bugfix] Fix LTX2 CacheDiT Integration (#3621)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
|
2026-05-24 21:55:34 +08:00 |
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fywc
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d01eaca39a
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[Feat] support cache-dit for DreamID-Omni (#3265)
Signed-off-by: hanzheli <hanzheli@kuaishou.com>
Signed-off-by: fywc <hanzheli@kuaishou.com>
|
2026-05-23 08:09:33 +08:00 |
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Alex Brooks
|
23e243378f
|
[Bugfix] Set separate CFG flag in Helios for CacheDiT (#3756)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
|
2026-05-22 19:56:41 +08:00 |
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ANHDYandwangmengdi
|
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>
|
2026-05-22 15:23:03 +08:00 |
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Samit
|
8e937400dc
|
Fix OmniDiffusionConfig master_port selection for parallel launches (#3803)
|
2026-05-22 11:12:29 +08:00 |
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baonudesifeizhai
|
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>
|
2026-05-22 10:39:10 +08:00 |
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Chenguang ZhengandCanlin Guo
|
7d8816b46b
|
[Bugfix] Fix Hunyuan worker device context (#3768)
Signed-off-by: Chenguang ZHENG <645327136@qq.com>
Signed-off-by: Canlin Guo <961750412@qq.com>
Co-authored-by: Canlin Guo <961750412@qq.com>
|
2026-05-22 02:17:59 +00:00 |
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Yuanheng Zhao
|
2bc9cb7f13
|
[Feat] Support online quantization (fp8/int8) for LTX-2 (#3700)
Signed-off-by: Yuanheng Zhao <jonathan.zhaoyh@gmail.com>
Signed-off-by: yuanheng <jonathan.zhaoyh@gmail.com>
|
2026-05-21 19:52:21 +08:00 |
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|
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8297570c2b
|
[AutoRound] Support WAN2.2 W4A16 quantization model (#3353)
Signed-off-by: lvliang-intel <liang1.lv@intel.com>
Signed-off-by: hyh_hh <huyinghong1@huawei.com>
Co-authored-by: hxhhhlalala <hyh_hh@163.com>
Co-authored-by: hyh_hh <huyinghong1@huawei.com>
|
2026-05-21 17:54:41 +08:00 |
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Samit
|
083b5e363f
|
[Diffusion] Support LoRA in step-wise execution (#3639)
Signed-off-by: samithuang <285365963@qq.com>
|
2026-05-20 22:26:18 +08:00 |
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hxhhhlalalaandhyh_hh
|
9dd36e3afd
|
[NPU][Quant] Add W4A4 MXFP4 online & MXFP4 dual-scale online/offline quantization support for Wan2.2 T2V / I2V inference on Ascend NPU (#3578)
Signed-off-by: hyh_hh <huyinghong1@huawei.com>
Co-authored-by: hyh_hh <huyinghong1@huawei.com>
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2026-05-20 06:21:29 +00:00 |
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Lancer
|
109bba8cdf
|
[Bugfix] Treat kv_cache_dtype=auto as unset for ring attention (#3622)
Signed-off-by: Lancer <maruixiang6688@gmail.com>
|
2026-05-20 05:18:57 +00:00 |
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Y. Fisherandzzh
|
29179599fc
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[Feat] Enable VAE parallel in HunyuanImage3 (#3091)
Signed-off-by: KexiongYu <yukexiong1@huawei.com>
Signed-off-by: zzh <943967662@qq.com>
Co-authored-by: zzh <943967662@qq.com>
|
2026-05-20 09:55:33 +08:00 |
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LuandSYLAR
|
14e5baceaf
|
[Qwen-Image] Drop unused vision tower from text encoder (#3608)
Signed-off-by: lulugoodcoder <luludachiever@gmail.com>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
|
2026-05-19 19:19:58 +08:00 |
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chickeytonandherotai214
|
e277feacaf
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[large-scale-serving] Integrate OmniCoordinator into stage engine pipeline (#3569)
Signed-off-by: chickeyton <ngton2014@gmail.com>
Signed-off-by: herotai214 <herotai214@gmail.com>
Co-authored-by: herotai214 <herotai214@gmail.com>
|
2026-05-19 12:08:20 +08:00 |
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JiaHong
|
ca9fd0b71c
|
Reject non-positive Flux2 Klein inference steps (#3717)
Signed-off-by: MmMaiIIi <2360655509@qq.com>
|
2026-05-19 11:52:41 +08:00 |
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JiaHongandWeiQing Chen
|
3ac739817f
|
[Bugfix] Reject empty prompts in Flux2 Klein diffusion pipeline (#3711)
Signed-off-by: MmMaiIIi <2360655509@qq.com>
Co-authored-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>
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2026-05-19 11:30:54 +08:00 |
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Rustam Khadipash
|
89f8819525
|
[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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Chendi.Xue
|
475a4002b0
|
[XPU] set flash_attn as default diffusion attn backend and fix k_len for cross_attn (#3525)
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
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2026-05-18 23:58:15 +00:00 |
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lyj-jjjandCursor
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821286794f
|
[HY-Imgae3.0] support hunyuan image3 dit fa-fp8 on npu (#3540)
Signed-off-by: lyj-jjj <liuyingjun5@huawei.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
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2026-05-18 09:35:30 -07:00 |
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Ding Zuhaoandnussejzz
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f4115bd771
|
[Bugfix] Fix SenseNova U1 broken import after SupportsModuleOffload (#3691)
Signed-off-by: nussejzz <nussejzz@users.noreply.github.com>
Co-authored-by: nussejzz <nussejzz@users.noreply.github.com>
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2026-05-18 21:12:46 +08:00 |
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wuhangandHongsheng Liu
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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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Yuanheng Zhao
|
220db62b3f
|
[Bugfix] Adapt LTX-2 connector arg with diffusers 0.38.0 (#3661)
Signed-off-by: Yuanheng Zhao <jonathan.zhaoyh@gmail.com>
|
2026-05-17 21:58:44 +08:00 |
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Yuanheng Zhao
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a64ebf103b
|
[Refactor] Migrate and clean up TTS configs: CosyVoice3, OmniVoice, VoxCPM (#3338)
Signed-off-by: yuanheng <jonathan.zhaoyh@gmail.com>
Signed-off-by: Yuanheng Zhao <jonathan.zhaoyh@gmail.com>
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2026-05-17 07:32:34 +08:00 |
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rongfu.leng
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c5ac295e3c
|
[Feat] Add helios support cache dit (#3470)
Signed-off-by: rongfu.leng <lenronfu@gmail.com>
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2026-05-16 21:11:34 +08:00 |
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Zeng ChuangandHongsheng Liu
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ea35a0cc4a
|
[Bugfix]update process name for dit stage (#3602)
Signed-off-by: zengchuang <zengchuang3@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-05-16 20:51:31 +08:00 |
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wuhangandHongsheng Liu
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0f4853ff86
|
[Bugfix] Support diffusion worker dead detect when use inline engine (#3214)
Signed-off-by: wuhang <wuhang6@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-05-16 20:50:29 +08:00 |
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+20
|
eb4e60ee64
|
[Rebase] Rebase to vllm v0.21.0 (#3530)
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Signed-off-by: Zhou Taichang <tzhouam@connect.ust.hk>
Signed-off-by: NumberWan <wantszkin2003@gmail.com>
Signed-off-by: Divyansh Singhvi <divyanshsinghvi@gmail.com>
Signed-off-by: dsinghvi <divyanshsinghvi@gmail.com>
Signed-off-by: Dnoob <dxpouo@gmail.com>
Signed-off-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
Signed-off-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Signed-off-by: rein yang <ruiruyang2@gmail.com>
Signed-off-by: Nick Cao <ncao@redhat.com>
Signed-off-by: zhumingjue <zhumingjue@huawei.com>
Signed-off-by: Ricardo Noriega De Soto <rnoriega@redhat.com>
Signed-off-by: lyj-jjj <liuyingjun5@huawei.com>
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Signed-off-by: wangyu <410167048@qq.com>
Signed-off-by: weizhoublue <weizhoublue@github.com>
Signed-off-by: weizhou.lan@daocloud.io <weizhou.lan@daocloud.io>
Signed-off-by: dengyunyang <584797741@qq.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Signed-off-by: David Chen <530634352@qq.com>
Signed-off-by: Jie Liu <33612777+keeper-jie@users.noreply.github.com>
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: natureofnature <wzliu@connect.hku.hk>
Signed-off-by: bjf-frz <frz123db@gmail.com>
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
Signed-off-by: KexiongYu <yukexiong1@huawei.com>
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: Claude Opus 4.7 <noreply@anthropic.com>
Co-authored-by: NumberWan <wantszkin2003@gmail.com>
Co-authored-by: dsinghvi <divyanshsinghvi@gmail.com>
Co-authored-by: Dnoob <dxpouo@gmail.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Co-authored-by: Samit <285365963@qq.com>
Co-authored-by: rein yang <73573651+R2-Y@users.noreply.github.com>
Co-authored-by: Nick Cao <ncao@redhat.com>
Co-authored-by: zhumingjue138 <zhumingjue@huawei.com>
Co-authored-by: Ricardo Noriega <rnoriega@redhat.com>
Co-authored-by: lyj-jjj <liuyingjun5@huawei.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: gcanlin <canlinguosdu@gmail.com>
Co-authored-by: wangyu <53896905+yenuo26@users.noreply.github.com>
Co-authored-by: weizhoublue <45163302+weizhoublue@users.noreply.github.com>
Co-authored-by: weizhoublue <weizhoublue@github.com>
Co-authored-by: dengyunyang <584797741@qq.com>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>
Co-authored-by: Jie Liu <33612777+keeper-jie@users.noreply.github.com>
Co-authored-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: NATURE <wzliu@connect.hku.hk>
Co-authored-by: bjf-frz <frz123db@gmail.com>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>
Co-authored-by: Y. Fisher <yukexiong1@huawei.com>
Co-authored-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>
|
2026-05-16 18:18:43 +08:00 |
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Zeyu Huang | 黃澤宇andCopilot Autofix powered by AI
|
d18168ccbb
|
[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>
|
2026-05-15 09:55:09 +00:00 |
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