diff --git a/README.md b/README.md
index 12f515c..304d462 100755
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 # Geonosis
 
-Geonosis is a transformer-based autoencoder built to perform both classification (without the encoder only), synthetic data generation (with decoder only), or noise reduction (encoder-decoder paired). It is named after [Geonosis](https://starwars.fandom.com/wiki/Geonosis), a planet in Star Wars franchise where the droids were manufactured.
+Geonosis is a transformer-based autoencoder built to perform both classification (with encoder only), synthetic data generation (with decoder only), or noise reduction (encoder-decoder paired). It is named after [Geonosis](https://starwars.fandom.com/wiki/Geonosis), a planet in Star Wars franchise where the droids were manufactured.
 
 ## Setting up