diff --git a/generation/README.md b/generation/README.md
index 7374c98f6..28b76fe9c 100644
--- a/generation/README.md
+++ b/generation/README.md
@@ -80,4 +80,4 @@ Examples show how to perform super-resolution in 2D, using PyTorch and PyTorch L
 Example shows how to perform classifier-free guidance inference on a DDPM trained on MedNIST Head and Hand data.
 
 ## [Guidance of the diffusion process using an image encoder](./2d_diffusion_autoencoder/2d_diffusion_autoencoder_tutorial.ipynb)
-Example shows how to train an encoder and DDPM simultaenously to guide the diffusion process using the latents of the encoder. 
\ No newline at end of file
+Example shows how to train an encoder and DDPM simultaenously to guide the diffusion process using the latents of the encoder.