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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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WeiQing ChenandWeiQing Chen
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1acd27c205
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[CI][BugFix] Fix and Validate FP8 Z-Image quality gate (#3929)
Signed-off-by: WeiQing Chen <david6666666@users.noreply.github.com>
Co-authored-by: WeiQing Chen <david6666666@users.noreply.github.com>
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2026-05-28 12:52:58 +00:00 |
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mglyn
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ee212d12b1
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[CI][Bugfix] Add request id to LTX2.3 CFG parallel test (#3934)
Signed-off-by: mglyn <1203789601@qq.com>
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2026-05-28 17:26:16 +08:00 |
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Liang Lv
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b72ffb82bb
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[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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Chendi.Xue
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1903cee56a
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[MXFP8][XPU] enable mxfp8 using vLLM main repo method (#3782)
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
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2026-05-28 02:47:22 +00:00 |
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bjf-frzandHongsheng Liu
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c33ef34654
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[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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mglyn
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385df0359e
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[BugFix] Fix LTX-2.3 audio latent padding for sequence parallelism (#3854)
Signed-off-by: mglyn <1203789601@qq.com>
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2026-05-26 08:45:38 +00:00 |
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NumberWan
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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>
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2026-05-26 03:01:10 +00:00 |
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Alex Brooks
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cc0e15ba57
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[Bugfix] Fix LTX2 CacheDiT Integration (#3621)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
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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>
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2026-05-23 08:09:33 +08:00 |
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Alex Brooks
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23e243378f
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[Bugfix] Set separate CFG flag in Helios for CacheDiT (#3756)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
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2026-05-22 19:56:41 +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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Yuanheng Zhao
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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>
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2026-05-21 19:52:21 +08:00 |
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8297570c2b
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[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>
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2026-05-21 17:54:41 +08:00 |
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Samit
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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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hxhhhlalalaandhyh_hh
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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>
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2026-05-20 05:18:57 +00:00 |
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Y. Fisherandzzh
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29179599fc
|
[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>
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2026-05-20 09:55:33 +08:00 |
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WeiQing Chen
|
a3d4ed809d
|
[Quantization][tools] Add diffusion quantization output comparison tool (#3175)
Signed-off-by: david6666666 <530634352@qq.com>
Signed-off-by: David Chen <530634352@qq.com>
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2026-05-20 00:14:08 +08:00 |
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chickeytonandherotai214
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e277feacaf
|
[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>
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2026-05-19 12:08:20 +08:00 |
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JiaHong
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ca9fd0b71c
|
Reject non-positive Flux2 Klein inference steps (#3717)
Signed-off-by: MmMaiIIi <2360655509@qq.com>
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2026-05-19 11:52:41 +08:00 |
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JiaHongandWeiQing Chen
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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
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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>
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2026-05-19 09:42:17 +08:00 |
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Lancer
|
dbc589dbca
|
[Bugfix] fix diffusion quantization benchmarking for Omni outputs (#3653)
Signed-off-by: Lancer <maruixiang6688@gmail.com>
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2026-05-18 17:23:40 +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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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
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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>
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2026-05-16 18:18:43 +08:00 |
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|
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3f63aaf982
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[Feature] HunyuanImage-3.0 IT2I: multi-image input + prompt API cleanup (#3444)
Signed-off-by: TaffyOfficial <2324465096@qq.com>
Signed-off-by: TaffyOfficial <wu15922848573@outlook.com>
Signed-off-by: skf1999 <13234016272@163.com>
Signed-off-by: zuiho <2324465096@qq.com>
Signed-off-by: Claude Code <noreply@anthropic.com>
Signed-off-by: zuiho <wu15922848573@outlook.com>
Signed-off-by: TaffyOfficial <2587297563@qq.com>
Co-authored-by: TaffyOfficial <2324465096@qq.com>
Co-authored-by: TaffyOfficial <wu15922848573@outlook.com>
Co-authored-by: skf1999 <13234016272@163.com>
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2026-05-14 16:58:40 +08:00 |
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vraitiandClaude Opus 4.6
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9de9d1f7b5
|
[Model] Add TP-aware MistralEncoder for FLUX.2-dev TP (#2465)
Signed-off-by: vraiti <vraiti@redhat.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
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2026-05-13 12:33:55 -07:00 |
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Y. Fisher
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4d3eed152a
|
[Feat][Config] Support additional_config for diffusion worker (#3020)
Signed-off-by: KexiongYu <yukexiong1@huawei.com>
Signed-off-by: Y. Fisher <yukexiong1@huawei.com>
|
2026-05-13 14:22:43 +00:00 |
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Zeng Chuang
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16a84b29d5
|
[Bugfix] Add bot_task option of think_recaption for hunyuanimage3 it2i (#3551)
Signed-off-by: zengchuang <zengchuang3@huawei.com>
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2026-05-13 22:10:35 +08:00 |
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wangyu
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b6f29ee614
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[CI][Bugfix] skip fp8 Z-Image quality gate (#3531) and add torchdiffeq dev extra (#3563)
Signed-off-by: wangyu <410167048@qq.com>
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2026-05-13 14:25:56 +08:00 |
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knlnguyen1802andSamit
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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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dengyunyangandHongsheng Liu
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0d91fbbbb7
|
[Bugfix] Align the AR and DiT prompt formatting across both online and offline modes. (#3516)
Signed-off-by: dengyunyang <584797741@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-05-12 12:13:30 +08:00 |
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Junhong Liu
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6be59f7d19
|
[Fix] Fix RMSNorm inductor KeyError under HSDP + torch.compile (#3460)
Signed-off-by: Junhong Liu <98734602+LJH-LBJ@users.noreply.github.com>
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2026-05-11 22:56:54 +08:00 |
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Y. Fisher
|
a33e2eb588
|
[Config] Add HunyuanImage3 deploy configs (#3172)
Signed-off-by: KexiongYu <yukexiong1@huawei.com>
Signed-off-by: Y. Fisher <yukexiong1@huawei.com>
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2026-05-11 22:49:19 +08:00 |
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Canlin Guo
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5e263b6929
|
[BugFix] Rename attention_config to diffusion_attention_config (#3489)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
|
2026-05-11 11:27:35 +08:00 |
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dengyunyang
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857356d5b7
|
[Feature] hunyuanimage support flash attn (#2981)
Signed-off-by: dengyunyang <584797741@qq.com>
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2026-05-10 22:08:24 +08:00 |
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Canlin GuoandHongsheng Liu
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11c4c7f0ff
|
[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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wangyuandHongsheng Liu
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26d481fc84
|
[CI] Remove VLLM_TEST_CLEAN_GPU_MEMORY to avoid environment variable pollution that causes unnecessary GPU detection, thereby slowing down test case execution. (#3446)
Signed-off-by: wangyu <410167048@qq.com>
Signed-off-by: [Your Name] <your.email@example.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-05-10 07:00:29 +08:00 |
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baonudesifeizhaiandroG0d
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c4a0990044
|
（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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Nick CaoandClaude
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65bc968465
|
[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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Ayush AgarwalandHongsheng Liu
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b968373c88
|
enhancement: extend to dmd2 to image generation + add flux, qwen image pipelines (#2974)
Signed-off-by: ayushag <ayushag@nvidia.com>
Signed-off-by: Ayush Agarwal <ayushag@nvidia.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-05-08 21:37:57 +08:00 |
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dengyunyang
|
5b61e7f1f1
|
[Feature][Hunyuan image 3.0] AR + DIT with kv reuse. (#3346)
Signed-off-by: dengyunyang <584797741@qq.com>
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2026-05-08 20:51:46 +08:00 |
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|
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ea4cf77f56
|
[Hardware] Extend diffusion engine plugin extensibility for out-of-tree hardware backends (#3239)
Signed-off-by: Yuchen Jiang <yucjiang@amazon.com>
Co-authored-by: Yuchen Jiang <yucjiang@amazon.com>
Co-authored-by: Canlin Guo <canlinguosdu@gmail.com>
|
2026-05-08 14:29:15 +08:00 |
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wangyuandHuang, Zeyu
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6f2ad7b403
|
[Test] Unify L2/L3 test layout, Buildkite steps, and test helpers (#2556)
Signed-off-by: wangyu <410167048@qq.com>
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
Signed-off-by: wangyu <53896905+yenuo26@users.noreply.github.com>
Co-authored-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
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2026-05-08 14:12:23 +08:00 |
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Nick Cao
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e6466cf0e6
|
[Refactor] Replace and ban a few torch.cuda functions in favor of torch.accelerator replacements. (#3365)
Signed-off-by: Nick Cao <ncao@redhat.com>
|
2026-05-07 23:23:59 +08:00 |
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|
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576afb6f53
|
[Feature] HunyuanImage-3.0 IT2I (image editing) support (#3107)
Signed-off-by: TaffyOfficial <2324465096@qq.com>
Signed-off-by: zuiho <2324465096@qq.com>
Signed-off-by: skf1999 <13234016272@163.com>
Co-authored-by: TaffyOfficial <2324465096@qq.com>
Co-authored-by: dengyunyang <584797741@qq.com>
Co-authored-by: John Liu BUAA <liukecheng97@gmail.com>
|
2026-05-06 22:37:39 +08:00 |
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