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2 changes: 1 addition & 1 deletion docs/source/en/stable_diffusion.md
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Expand Up @@ -192,7 +192,7 @@ As the field grows, there are more and more high-quality checkpoints finetuned t

### Better pipeline components

You can also try replacing the current pipeline components with a newer version. Let's try loading the latest [autodecoder](https://huggingface.co/stabilityai/stable-diffusion-2-1/tree/main/vae) from Stability AI into the pipeline, and generate some images:
You can also try replacing the current pipeline components with a newer version. Let's try loading the latest [autoencoder](https://huggingface.co/stabilityai/stable-diffusion-2-1/tree/main/vae) from Stability AI into the pipeline, and generate some images:

```python
from diffusers import AutoencoderKL
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