Commit Graph
65 Commits
Author SHA1 Message Date
Alex BrooksandDidan Deng d526dc93e8 [Fix]: Set .transformer on SenseNova pipeline, warn if no .transformer in CacheDiT summary (#4326)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
2026-07-01 17:40:07 +00:00
fywcandprincepride 9a105bf90d [Feat] Support teacache for SenseNova-U1 (#4164)
Signed-off-by: hanzheli <hanzheli@kuaishou.com>
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: princepride <wangzhipeng628@gmail.com>
2026-06-30 09:24:46 +00:00
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
WeiQing ChenandIanniu d94108693a [BugFix] Fix Wan2.2-VACE-Fun cache and serving lifecycle (#4667)
Signed-off-by: Ianniu <985683179yzy@gmail.com>
Signed-off-by: david6666666 <530634352@qq.com>
Co-authored-by: Ianniu <985683179yzy@gmail.com>
2026-06-25 11:20:58 +08:00
Alex Brooks 6ff246bf3c [Cache Refactor 1/N] Simplify CacheDiT Integration (#2527)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
2026-06-20 08:30:44 +08:00
amy-why-3459 f05e03aea8 [Perf][DreamZero]dreamzero supports CUDA graph, torch.compile, and DiT Caching. (#4213)
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
2026-06-19 14:24:37 +08:00
Alex Brooks 7dcbeaea03 [Core] Cleanup DiffusersPipelineLoader (#1932)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
2026-06-09 11:55:32 +08:00
Chendi.XueandMengkejiergeli Ba 31f882935d [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>
2026-06-05 06:20:16 +08:00
bc794e625f 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>
2026-06-02 04:04:31 +08:00
fywc 272e626100 [Feat] support cache-dit for SenseNova-U1 (#3906)
Signed-off-by: hanzheli <hanzheli@kuaishou.com>
2026-05-29 17:40:54 +00:00
b690a10e3a [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>
2026-05-29 22:26:23 +08:00
c69ed4037d [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>
2026-05-29 15:36:03 +08:00
Alex Brooks 68a1d23e4d [Bugfix/Feature] Remove Hardcoded Flash Attention in Bagel & Support GQA in SDPA Backend (#3728)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
2026-05-29 10:36:15 +08:00
Liang Lv b72ffb82bb [AutoRound] Support GLM-Image W4A16 quantization model (#3059)
Signed-off-by: lvliang-intel <liang1.lv@intel.com>
2026-05-28 07:19:06 +00:00
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
JasonandZeyu Huang | 黃澤宇 753508fe02 [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
fywc d01eaca39a [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
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
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
rongfu.leng c5ac295e3c [Feat] Add helios support cache dit (#3470)
Signed-off-by: rongfu.leng <lenronfu@gmail.com>
2026-05-16 21:11:34 +08:00
rongfu.leng b4ab37da22 [Bugfix] Qwen-Image use teachche serve will crash (#3450)
Signed-off-by: rongfu.leng <lenronfu@gmail.com>
2026-05-09 06:41:59 +08:00
zdobaanddaixinning c83cd45069 [Feat] Add Sequence Parallelism (USP) support for HunyuanVideo 1.5 transformer (#2444)
Signed-off-by: daixinning <daixinning@163.com>
Co-authored-by: daixinning <daixinning@163.com>
2026-05-08 21:20:03 +08:00
Nick Cao 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
Lancer 4c06bb09ed [Feat] ERNIE image model (T2I) (#2861)
Signed-off-by: Lancer <maruixiang6688@gmail.com>
2026-05-03 15:53:28 +08:00
JohnJan 8e2e7c74fb [Feature]: support Flux.1-dev tea_cache (#2774) 2026-04-26 23:55:16 +08:00
Ricardo Noriega 05c6c9a0b6 feat: add LTX-2.3 video generation model support (#2893)
Signed-off-by: Ricardo Noriega De Soto <rnoriega@redhat.com>
2026-04-23 16:51:51 +08:00
LancerandSamit 9cf1fe71f4 [Feat] cache-dit for GLM-Image (#1399)
Signed-off-by: Lancer <maruixiang6688@gmail.com>
Co-authored-by: Samit <285365963@qq.com>
2026-04-18 21:16:04 +08:00
Alex Brooks f346f2fdc6 Add Teacache Support for LongCat Image (#1487)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
2026-04-18 07:52:35 +08:00
Alex BrooksandDidan Deng 536f59b560 [Bugfix] Fix cache dit for Longcat & LTX2 (#2860)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
2026-04-17 20:18:00 +08:00
fan2956andCanlin Guo 2dff2d7c74 [PERF] Wan2.2 support adalayernorm fused op (#2585)
Signed-off-by: fan2956 <zhoufan53@huawei.com>
Co-authored-by: Canlin Guo <canlinguosdu@gmail.com>
2026-04-15 14:02:41 +08:00
JohnJanandwuzhongjian cd2761e15c [Feature]: support Flux.2-dev tea_cache (#1871)
Co-authored-by: wuzhongjian <wuzhongjian@cmss.chinamobile.com>
2026-04-13 17:51:48 +08:00
akshatvishu c9e8411d91 [feature] : add cache-dit for stable-audio-open-1.0 (#1341)
Signed-off-by: akshatvishu <akshatnayak197@gmail.com>
2026-04-11 17:27:05 +08:00
Zhengyuan Su (苏政渊)andClaude Opus 4.6 92c788e5fd [Misc] Clean up method name in BAGEL. (#2501)
Signed-off-by: Zhengyuan Su <su.zhengyuan@u.nus.edu>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-04-09 14:55:15 +08:00
Jerry Song cd71567b06 [Model] Add two stages inference for model LTX-2 distilled. (#2260)
Signed-off-by: Songrui625 <songrui625@gmail.com>
2026-04-03 23:17:49 +08:00
Ding Zuhaoand汪志鹏 283a62fd76 [Feature] [HunyuanImage3] Add TeaCache support for inference acceleration (#1927)
Signed-off-by: Ding Zuhao <e1583181@u.nus.edu>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
2026-03-28 15:24:21 +00:00
SamitandDidan Deng 9ead0d890d [Enhancement] Add force_refresh support for GLM-Image for cache-dit 1.3.0 upgrade (#1858)
Signed-off-by: samithuang <285365963@qq.com>
Signed-off-by: Samit <285365963@qq.com>
Signed-off-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
2026-03-24 14:32:18 +08:00
akshatvishu ad5e4e5710 [feature] stable_audio_open_1 teacache support (#1314)
Signed-off-by: akshatvishu <akshatnayak197@gmail.com>
2026-03-24 01:00:45 -04:00
Didan Deng 5aef6b9c71 [Bugfix] Fix Qwen-Image SP and TeaCache incompatibility (#2101)
Signed-off-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
2026-03-24 00:23:27 +08:00
Lancer 0833470d41 [Feat] support TeaCache for Flux2 klein (#1234)
Signed-off-by: Lancer <maruixiang6688@gmail.com>
2026-03-23 10:19:25 +08:00
LancerandHongsheng Liu d8b35035ec [Bugfix] Fix cache-dit for single-transformer Wan2.2 models(eg. Wan2.2-TI2V-5B) (#1392)
Signed-off-by: Lancer <maruixiang6688@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-03-22 17:57:28 +08:00
Y. FisherandCanlin Guo f52b51533a [Feature] Add cache-dit support for HunyuanImage3 (#1848)
Signed-off-by: KexiongYu <yukexiong1@huawei.com>
Co-authored-by: Canlin Guo <canlinguosdu@gmail.com>
2026-03-18 10:18:27 +00:00
fe7e8770db [Feature]: support Flux.2-dev cache_dit (#1814)
Co-authored-by: wuzhongjian <wuzhongjian@cmss.chinamobile.com>
Co-authored-by: Gao Han <gaohan19@huawei.com>
2026-03-12 19:53:47 +08:00
JohnJanandHongsheng Liu 92adcdeab4 [feature]: support flux2.klein cache_dit (#1209)
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-03-06 14:46:57 +08:00
WeiQing Chen 83fe7d005b [Model] support LTX-2 text-to-video image-to-video (#841)
Signed-off-by: David Chen <530634352@qq.com>
Signed-off-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>
2026-03-05 23:31:48 +08:00
JohnJanandJiangyun Zhu 8135ee81e6 [feature]: support flux cache_dit (#1145)
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
2026-02-04 22:10:04 +08:00
汪志鹏andHongsheng Liu 0f0e94760c [TeaCache]: Add Coefficient Estimation (#940)
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-01-31 22:06:17 +13:00
Samit c0beebbfe3 [Feature] Support cache-dit for Wan 2.2 inference (#1021)
Signed-off-by: samithuang <285365963@qq.com>
Signed-off-by: Samit <285365963@qq.com>
2026-01-28 20:07:50 +08:00
JohnJan ae96aa8a8b [Model]: add FLUX.1-dev model (#853) 2026-01-28 16:28:57 +08:00
Jiangyun Zhu 4a3a1b6de8 [Perf] avoid cpu op in QwenImageCrossAttention (#942)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
2026-01-27 12:15:35 +08:00
汪志鹏 06c9d9b463 [Bagel] Support TeaCache (#848)
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
2026-01-25 14:52:27 +08:00