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Add diffusers integration

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apolinario 2023-03-24 11:24:50 +01:00 committed by GitHub
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doc/UNCLIP.MD
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@ -15,7 +15,25 @@ To use them, download from Hugging Face, and put and the weights into the `check
#### Image Variations #### Image Variations
![image-variations-l-1](../assets/stable-samples/stable-unclip/unclip-variations.png) ![image-variations-l-1](../assets/stable-samples/stable-unclip/unclip-variations.png)
Run Diffusers integration
Stable UnCLIP Image Variations is integrated with the [🧨 diffusers](https://github.com/huggingface/diffusers) library
```python
#pip install git+https://github.com/huggingface/diffusers.git transformers accelerate
import torch
from diffusers import StableUnCLIPPipeline
pipe = StableUnCLIPPipeline.from_pretrained(
"stabilityai/stable-diffusion-2-1-unclip", torch_dtype=torch.float16
)
pipe = pipe.to("cuda")
prompt = "a photo of an astronaut riding a horse on mars"
images = pipe(prompt).images
images[0].save("astronaut_horse.png")
```
Check out the [Stable UnCLIP pipeline docs here](https://huggingface.co/docs/diffusers/api/pipelines/stable_unclip)
Streamlit UI demo
``` ```
streamlit run scripts/streamlit/stableunclip.py streamlit run scripts/streamlit/stableunclip.py