Commit Graph
39 Commits
Author SHA1 Message Date
bjf-frz 18ac679763 [Refactor] refactor wan2.2 diffuse && add ut (#2672)
Signed-off-by: bjf-frz <frz123db@gmail.com>
2026-04-17 20:13:49 +08:00
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
fan2956andgcanlin 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
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
WeiQing Chen 6c6551dff8 [Feature] feat: add video frame interpolation postprocess (#2555)
Signed-off-by: David Chen <530634352@qq.com>
2026-04-15 11:52:20 +08:00
Jiaqian LiuandCanlin Guo 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
Y. FisherandCanlin Guo 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
R0CKSTAR 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
LancerandDidan Deng 328de586aa [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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Yueqian Lin c9a4683a1a [Bugfix] Fix TI2V-5B weight loading by loading transformer config from model (#633)
Signed-off-by: linyueqian <linyueqian@outlook.com>
2026-01-05 20:39:31 +08:00
Yueqian LinandHongsheng Liu 3ec35e5409 [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>
2025-12-25 16:45:13 +08:00
Cyrus Leung c091a03d82 [Chore] Bump Python version and apply formatting changes for v0.12 release (#126)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-12-16 15:19:40 +08:00
Yueqian Lin 4128d63c51 [Model] Add Wan2.2 text-to-video support (#202)
Signed-off-by: linyueqian <linyueqian@outlook.com>
2025-12-11 10:38:05 +08:00