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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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hxhhhlalalaandhyh_hh
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9dd36e3afd
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[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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Rustam Khadipash
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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>
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2026-05-19 09:42:17 +08:00 |
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hxhhhlalalaandhyh_hh
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a715abd447
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[NPU][Quant] Add W8A8 MXFP8 online/offline quantization support for Wan2.2 T2V / I2V / TI2V inference on Ascend NPU (#3140)
Signed-off-by: hyh_hh <huyinghong1@huawei.com>
Co-authored-by: hyh_hh <huyinghong1@huawei.com>
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2026-05-13 17:14:42 +08:00 |
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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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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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Canlin Guo
|
4a24a517ab
|
[BugFix] Probe __dict__ instead of hasattr when patching WanRMS_norm (#3400)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
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2026-05-07 11:54:16 +08:00 |
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Chendi.XueandHongsheng Liu
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4e41b7bc23
|
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>
|
2026-05-06 08:03:48 +08:00 |
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Zhou TaichangandYuanheng Zhao
|
7f2b1e9386
|
[Rebase] Rebase to vllm 0.20.0 (#3232)
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Signed-off-by: Zhou Taichang <tzhouam@connect.ust.hk>
Signed-off-by: Yuanheng Zhao <jonathan.zhaoyh@gmail.com>
Co-authored-by: Yuanheng Zhao <54058983+yuanheng-zhao@users.noreply.github.com>
|
2026-04-30 09:56:59 +12:00 |
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lyj-jjj
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19980bb37c
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[Perf][Wan2.2] Add fused RMSNorm replace WanRMS_norm on npu (#3067)
Signed-off-by: lyj-jjj <liuyingjun5@huawei.com>
|
2026-04-23 18:25:10 +00:00 |
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Hui.andWeiQing Chen
|
95a07f7732
|
[PERF]use mindiesd fused rope and rope cache (#2571)
Signed-off-by: Hui <1779066624@qq.com>
Signed-off-by: Hui. <62495465+Hu1Lcode@users.noreply.github.com>
Co-authored-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>
|
2026-04-23 17:47:43 +08:00 |
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bjf-frz
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5f029ee4d5
|
[Enhancement]remove duplicate video preprocess in Wan2.2 pipeline (#2963)
Signed-off-by: bjf-frz <frz123db@gmail.com>
|
2026-04-21 20:33:09 +08:00 |
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Ayush Agarwal
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dc8a9e2f17
|
[Model] feat: FastGen DMD2-distilled Wan 2.1 pipelines (T2V, I2V) (#2749)
Signed-off-by: ayushag <ayushag@nvidia.com>
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2026-04-20 21:21:43 +08:00 |
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WeiQing Chen
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c2859e9cd7
|
[Revert] drop Wan2.2 prompt-length enforcement from #2847 (#2877)
Signed-off-by: david6666666 <530634352@qq.com>
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2026-04-20 19:19:38 +08:00 |
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fan2956
|
78f237e603
|
[Perf] Optimize Wan2.2 device free on image preprocess (#2852)
Signed-off-by: fan2956 <zhoufan53@huawei.com>
|
2026-04-20 02:36:22 +00:00 |
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bjf-frz
|
18ac679763
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[Refactor] refactor wan2.2 diffuse && add ut (#2672)
Signed-off-by: bjf-frz <frz123db@gmail.com>
|
2026-04-17 20:13:49 +08:00 |
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WeiQing Chen
|
3079e943de
|
[Bugfix] enforce max_sequence_length for Qwen-Image and Wan2.2 series before encoding (#2847)
Signed-off-by: david6666666 <530634352@qq.com>
|
2026-04-17 10:40:36 +08:00 |
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fan2956andgcanlin
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f1cb4ebe4c
|
[PERF] Wan2.2 support rmsnorm fused op (#2583)
Signed-off-by: fan2956 <zhoufan53@huawei.com>
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Co-authored-by: gcanlin <canlinguosdu@gmail.com>
|
2026-04-16 03:21:34 -07:00 |
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fan2956andCanlin Guo
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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 |
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WeiQing Chen
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6c6551dff8
|
[Feature] feat: add video frame interpolation postprocess (#2555)
Signed-off-by: David Chen <530634352@qq.com>
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2026-04-15 11:52:20 +08:00 |
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Jiaqian LiuandCanlin Guo
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8097747a5d
|
[Model] Adapt Wan2.2-I2V-A14B via LightX2V offline conversion path (#2134)
Signed-off-by: Celeste-jq <591998922@qq.com>
Co-authored-by: Canlin Guo <canlinguosdu@gmail.com>
|
2026-04-13 14:20:04 +08:00 |
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Y. FisherandCanlin Guo
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ec082add35
|
[Perf] Wan2.2 I2V optimization: convert datatype from FP32 to BF16 in vae (#2391)
Signed-off-by: KexiongYu <yukexiong1@huawei.com>
Signed-off-by: Canlin Guo <961750412@qq.com>
Co-authored-by: Canlin Guo <961750412@qq.com>
|
2026-04-08 03:26:39 +00:00 |
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R0CKSTAR
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7a72f34ce4
|
Add supports_float64() to OmniPlatform and clean up MPS (#2488)
Signed-off-by: Xiaodong Ye <yeahdongcn@gmail.com>
|
2026-04-07 11:15:02 +08:00 |
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LancerandDidan Deng
|
328de586aa
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[Feat] support for multi-block layerwise offloading, fix top-level parameters/buffers staying on CPU (#1486)
Signed-off-by: Lancer <maruixiang6688@gmail.com>
Signed-off-by: Lancer <402430575@qq.com>
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
|
2026-04-06 11:49:35 +08:00 |
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Canlin Guo
|
6dc61c9a20
|
[Perf] Skip Wan2.2 cross attn Ulysses SP (#2459)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
|
2026-04-03 16:23:36 +08:00 |
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458f402323
|
Add VACE support for WAN 2.1 conditional video generation (#1885)
Signed-off-by: Binh Tang <tangbinhna@gmail.com>
Signed-off-by: Binh Tang <binht@netflix.com>
Signed-off-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
Co-authored-by: Binh Tang <binht@netflix.com>
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
|
2026-04-02 15:42:50 +08:00 |
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Canlin Guo
|
e2892ef6c1
|
[Perf] Optimize Wan2.2 rotary embedding (#2393)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
|
2026-04-02 14:28:44 +08:00 |
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Lancerandgcanlin
|
4cfa9bf843
|
[Bugfix] fix offload and hsdp incompatibility (#1888)
Signed-off-by: Lancer <maruixiang6688@gmail.com>
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Co-authored-by: gcanlin <canlinguosdu@gmail.com>
|
2026-03-24 14:50:57 +08:00 |
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|
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fde4808723
|
[Performance] diffusion timing (#1757)
Signed-off-by: dengyunyang <584797741@qq.com>
Signed-off-by: bjf-frz <frz123db@gmail.com>
Signed-off-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
Co-authored-by: bjf-frz <frz123db@gmail.com>
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
|
2026-03-19 12:26:12 +08:00 |
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Samit
|
155856ff30
|
[Perf] Reduce IPC overhead for single-stage diffusion serving for Wan2.2 (#1715)
Signed-off-by: samithuang <285365963@qq.com>
Signed-off-by: Samit <285365963@qq.com>
|
2026-03-10 00:03:51 +13:00 |
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Canlin Guo
|
d5ddc190f9
|
[UX] Add progress bar for diffusion models (#1652)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
|
2026-03-05 23:56:14 +08:00 |
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|
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675c35db97
|
[Refactor] lora: reuse load_weights packed mapping (#991)
Signed-off-by: dongbo910220 <1275604947@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
|
2026-03-04 02:58:43 +00:00 |
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dengyunyang
|
d275c0c993
|
[FEATURE] Tile/Patch parallelism refactor for easily support other models (#1366)
Signed-off-by: dengyunyang <584797741@qq.com>
|
2026-03-03 15:48:51 +08:00 |
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Canlin GuoandHongsheng Liu
|
f53152d340
|
[Feature] Support HSDP for diffusion models (#1339)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
|
2026-02-26 21:31:10 +08:00 |
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Canlin Guo
|
9913c00144
|
[Feature] Support Wan2.2 output with irregular shapes (#1279)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
|
2026-02-26 17:03:43 +08:00 |
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SamitandFlora Feng
|
9c00852d85
|
[Feature] Support Wan2.2 T2V and I2V Online Serving with OpenAI /v1/videos API (#1073)
Signed-off-by: samithuang <285365963@qq.com>
Signed-off-by: Samit <285365963@qq.com>
Signed-off-by: SamitHuang <285365963@qq.com>
Co-authored-by: Flora Feng <4florafeng@gmail.com>
|
2026-02-12 14:28:32 +08:00 |
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XU MingshiandHongsheng Liu
|
11a5a914ca
|
[Bugfix] Fix wan2.2 ti2v (#1221)
Signed-off-by: mxuax <mxuax@connect.ust.hk>
Signed-off-by: XU Mingshi <91017482+mxuax@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
|
2026-02-06 17:28:49 +08:00 |
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|
weichen
|
c4933ec2aa
|
[Wan 2.2][Diffusion] Add TP Support (#964)
Signed-off-by: weichen <calvin_zhu0210@outlook.com>
|
2026-02-05 18:11:12 +08:00 |
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Didan DengandHongsheng Liu
|
23cf48d7bb
|
[Perf]: CFG parallel abstraction (#851)
Signed-off-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
|
2026-01-30 16:23:44 +00:00 |
|
|
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2923d5a91e
|
[Feature] Support DiT Layerwise (Blockwise) CPU Offloading (#858)
Signed-off-by: yuanheng <jonathan.zhaoyh@gmail.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
|
2026-01-30 17:35:09 +08:00 |
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Fanli LinandSamit
|
c7f89ef085
|
[Wan2.2] Optimize memory usage with conditional transformer loading (#980)
Signed-off-by: Lin, Fanli <fanli.lin@intel.com>
Signed-off-by: Samit <285365963@qq.com>
Co-authored-by: Samit <285365963@qq.com>
|
2026-01-29 22:02:24 +08:00 |
|
|
Zeyu Huang | 黃澤宇
|
d64bbde561
|
[Frontend][Model] Support batch request with refined OmniDiffusionReq… (#797)
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
|
2026-01-28 16:07:42 +08:00 |
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|
Jiangyun ZhuandHongsheng Liu
|
1c8fcf436f
|
[Perf] replace torch's conv with vLLM's conv to fix torch 2.9 performance regression (#982)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
|
2026-01-28 10:41:33 +08:00 |
|
|
Yuanheng Zhao
|
2f5e32477c
|
[NFC] Remove redundant torch.no_grad in models and pipelines (#854)
Signed-off-by: yuanheng <jonathan.zhaoyh@gmail.com>
|
2026-01-27 12:36:54 +00:00 |
|
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XU MingshiandHongsheng Liu
|
1fe8e71433
|
[Diffusion][Feature] Non-Intrusive Sequence Parallelism (SP) Support for Wan2.2 (#966)
Signed-off-by: mxuax <mxuax@connect.ust.hk>
Signed-off-by: XU Mingshi <91017482+mxuax@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
|
2026-01-27 11:33:38 +08:00 |
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|
|
5037af1033
|
[Feature] Diffusion LoRA Adapter Support (PEFT compatible) for vLLM alignment (#758)
Signed-off-by: AndyZhou952 <jzhoubc@connect.ust.hk>
Signed-off-by: Andy Zhou <jzhoubc@connect.ust.hk>
Signed-off-by: dongbo910220 <1275604947@qq.com>
Signed-off-by: Andy Zhou <46011930+AndyZhou952@users.noreply.github.com>
Signed-off-by: Samit <285365963@qq.com>
Co-authored-by: dongbo910220 <1275604947@qq.com>
Co-authored-by: Samit <285365963@qq.com>
|
2026-01-27 10:22:40 +08:00 |
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|
SamitandHongsheng Liu
|
978a290d6e
|
[Bugfix] Fix diffusion pipeline CFG (guidance_scale parsing failure bug) (#922)
Signed-off-by: samithuang <285365963@qq.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
|
2026-01-26 05:09:03 +00:00 |
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|
Yueqian LinandHongsheng Liu
|
3fb6adc40a
|
[bugfix] use unipc scheduler for Wan 2.2 (#804)
Signed-off-by: linyueqian <linyueqian@outlook.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
|
2026-01-16 12:31:25 +00:00 |
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|
Yueqian Lin
|
aaea77a180
|
[bugfix] Fix Wan2.2 I2V warmup failure by adding support_image_input attribute (#791)
Signed-off-by: linyueqian <linyueqian@outlook.com>
|
2026-01-15 13:14:34 +00:00 |
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Jiangyun Zhu
|
c784b3e07d
|
[core] add torch compile for diffusion (#684)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
|
2026-01-09 04:05:44 +13:00 |
|