Update README.md

README.md

@@ -14,7 +14,7 @@ short_description: CataLlama models official page
 
 CataLlama was trained on roughly **445 million new tokens** in three separate stages:
 
-- **Language engancement** with raw text - we could also call this "continued pre-training" at a very small scale.
+- **Language enhancement** with raw text - we could also call this "continued pre-training" at a very small scale.
 - **Supervised fine-tuning** on instructions consisting of 70% Catalan Language and 30% English Language.
 - **DPO fine-tuning** on preferences consisting of 70% Catalan language and 30% English Language.