huggingface / huggingface/diffusers
Support MuLan, a plug-and-play language adapter to adapt existing diffusion model for up to 110+ languages without additional training
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Beschreibung
### Model/Pipeline/Scheduler description
```diff
# pip install mulankit
from diffusers import StableDiffusionPipeline
+ import mulankit
pipe = StableDiffusionPipeline.from_pretrained('Lykon/dreamshaper-8')
+ pipe = mulankit.transform(pipe, 'mulanai/mulan-lang-adapter::sd15_aesthetic.pth')
image = pipe('一只蓝色的🐶 in the 바다').images[0]
```
|一只蓝色的 🐶 in the 바다 (Dreamshaper-8)| レゴシュワルツェネッガー (SDXL-lightning)| 一只可爱的猫头鹰 (MVDream) | 海浪风景 (AnimateDiff) |
|--- | ---| --- | --- |
|  |  |  | |
MuLan supports
- Base models: Stable Diffusion 1.5, 2.1, XL, Pixart-Alpha/Sigma.
- Downstream models: ControlNet, LCM, LoRA, finetuned models and etc.
- Video models: AnimateDiff.
- 3D models: MVDream.
### Open source status
- [X] The model implementation is available.
- [X] The model weights are available (Only relevant if addition is not a scheduler).
### Provide useful links for the implementation
https://github.com/mulanai/MuLan
https://huggingface.co/mulanai/mulan-lang-adapter
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