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# What is latent blending?
Latent blending allows you to generate smooth video transitions between two prompts. It is based on [stable diffusion 2.1](https://stability.ai/blog/stablediffusion2-1-release7-dec-2022) and remixes the latent reprensetation using spherical linear interpolations. This results in imperceptible transitions, where one image slowly turns into another one.
Latent blending enables you to generate super smooth video transitions between prompts. It is based on [stable diffusion 2.1](https://stability.ai/blog/stablediffusion2-1-release7-dec-2022). The key idea is to take the intermediate latent representations and mix them together before further developing them. You can fully specify how this happens or use presets.
# Quickstart
```python
fp_ckpt = 'path_to_SD2.ckpt'
fp_config = 'path_to_config.yaml'
sdh = StableDiffusionHolder(fp_ckpt, fp_config, device)
lb = LatentBlending(sdh)
lb.load_branching_profile(quality='medium', depth_strength=0.4)
lb.set_prompt1('photo of my first prompt1')
lb.set_prompt2('photo of my second prompt')
imgs_transition = lb.run_transition()
```
## Gradio UI
To run the UI on your local machine, run `gradio_ui.py`
## Example 1: Simple transition
![](example1.jpg)