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README.md
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Latent blending enables video transitions with incredible smoothness between prompts, computed within seconds. Powered by [stable diffusion XL](https://stability.ai/stable-diffusion), this method involves specific mixing of intermediate latent representations to create a seamless transition – with users having the option to fully customize the transition directly in high-resolution. The new version also supports SDXL Turbo, allowing to generate transitions faster than they are typically played back!
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```python
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pipe = AutoPipelineForText2Image.from_pretrained("stabilityai/sdxl-turbo", torch_dtype=torch.float16, variant="fp16").to("cuda")
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dh = DiffusersHolder(pipe)
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lb.write_movie_transition('movie_example1.mp4', duration_transition=12)
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```
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# Installation
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```commandline
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pip install git+https://github.com/lunarring/latentblending
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```
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## Gradio UI
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Coming soon again :)
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```
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# Installation
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#### Packages
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```commandline
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pip install -r requirements.txt
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```
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# How does latent blending work?
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## Method
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![](animation.gif)
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