 hurukawa
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2a315e1a2d
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[Perf] Support request-level batching for Wan2.2 pipelines (#5676)
Signed-off-by: nagisa-kun <1434936049@qq.com>
Signed-off-by: nagisa <1434936049@qq.com>
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2026-08-15 23:58:36 +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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SYLARandlishunyang12
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4b1547b4d8
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[Bugfix] Fix Wan2.2 omitted guidance scale resolution (#5615)
Signed-off-by: lishunyang12 <lishunyang03@gmail.com>
Signed-off-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
Co-authored-by: lishunyang12 <lishunyang03@gmail.com>
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2026-08-01 15:17:33 +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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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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Zeyu Huang | 黃澤宇andHongsheng Liu
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1b0de21c55
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[Chore]: refactor out unused/redundant params in diffusion pipelines (#1235)
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-07-02 16:32:05 +02:00 |
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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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Nick CaoandClaude
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e957d16f8d
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[Refactor] Migrate existing pipelines to use SupportsComponentDiscovery for offload discovery (#3076)
Signed-off-by: Nick Cao <ncao@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-06-17 21:33:06 +08:00 |
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Zhou Taichang
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af02713952
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[Bugfix] harden diffusion model prefetch against transformers v5 shard-resolution race (#4076)
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2026-06-04 12:14:25 +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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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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Zhou TaichangandYuanheng Zhao
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7f2b1e9386
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[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>
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2026-04-30 09:56:59 +12:00 |
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bjf-frz
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5f029ee4d5
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[Enhancement]remove duplicate video preprocess in Wan2.2 pipeline (#2963)
Signed-off-by: bjf-frz <frz123db@gmail.com>
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2026-04-21 20:33:09 +08:00 |
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Ayush Agarwal
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dc8a9e2f17
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[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
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[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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bjf-frz
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18ac679763
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[Refactor] refactor wan2.2 diffuse && add ut (#2672)
Signed-off-by: bjf-frz <frz123db@gmail.com>
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2026-04-17 20:13:49 +08:00 |
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WeiQing Chen
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3079e943de
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[Bugfix] enforce max_sequence_length for Qwen-Image and Wan2.2 series before encoding (#2847)
Signed-off-by: david6666666 <530634352@qq.com>
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2026-04-17 10:40:36 +08:00 |
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WeiQing Chen
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6c6551dff8
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[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
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[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>
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2026-04-13 14:20:04 +08:00 |
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Y. FisherandCanlin Guo
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ec082add35
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[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>
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2026-04-08 03:26:39 +00:00 |
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458f402323
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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>
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2026-04-02 15:42:50 +08:00 |
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fde4808723
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[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>
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2026-03-19 12:26:12 +08:00 |
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Samit
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155856ff30
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[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>
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2026-03-10 00:03:51 +13:00 |
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Canlin Guo
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d5ddc190f9
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[UX] Add progress bar for diffusion models (#1652)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
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2026-03-05 23:56:14 +08:00 |
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dengyunyang
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d275c0c993
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[FEATURE] Tile/Patch parallelism refactor for easily support other models (#1366)
Signed-off-by: dengyunyang <584797741@qq.com>
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2026-03-03 15:48:51 +08:00 |
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SamitandFlora Feng
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9c00852d85
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[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>
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2026-02-12 14:28:32 +08:00 |
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Didan DengandHongsheng Liu
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23cf48d7bb
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[Perf]: CFG parallel abstraction (#851)
Signed-off-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-01-30 16:23:44 +00:00 |
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Fanli LinandSamit
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c7f89ef085
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[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>
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2026-01-29 22:02:24 +08:00 |
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Zeyu Huang | 黃澤宇
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d64bbde561
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[Frontend][Model] Support batch request with refined OmniDiffusionReq… (#797)
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
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2026-01-28 16:07:42 +08:00 |
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Yuanheng Zhao
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2f5e32477c
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[NFC] Remove redundant torch.no_grad in models and pipelines (#854)
Signed-off-by: yuanheng <jonathan.zhaoyh@gmail.com>
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2026-01-27 12:36:54 +00:00 |
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SamitandHongsheng Liu
|
978a290d6e
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[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>
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2026-01-26 05:09:03 +00:00 |
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Yueqian LinandHongsheng Liu
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3fb6adc40a
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[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>
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2026-01-16 12:31:25 +00:00 |
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Yueqian Lin
|
c9a4683a1a
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[Bugfix] Fix TI2V-5B weight loading by loading transformer config from model (#633)
Signed-off-by: linyueqian <linyueqian@outlook.com>
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2026-01-05 20:39:31 +08:00 |
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Yueqian LinandHongsheng Liu
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3ec35e5409
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[Model] Add Wan2.2 I2V and TI2V pipeline support (#329)
Signed-off-by: linyueqian <linyueqian@outlook.com>
Signed-off-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2025-12-25 16:45:13 +08:00 |
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Yueqian Lin
|
4128d63c51
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[Model] Add Wan2.2 text-to-video support (#202)
Signed-off-by: linyueqian <linyueqian@outlook.com>
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2025-12-11 10:38:05 +08:00 |
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