Update README.md

README.md

@@ -108,7 +108,7 @@ While AstroLLaMA-3-8B-Chat_Summary performs well among models in its class, it d
 
 This model is released primarily for reproducibility purposes, allowing researchers to track the development process and compare different iterations of AstroLLaMA models.
 
-For optimal performance and the most up-to-date capabilities in astronomy-related tasks, we recommend using AstroLLaMA-3.1-8B-Plus, where further improvements have been made. The newer model incorporates expanded training data beyond astro-ph and features a greatly expanded fine-tuning process, resulting in significantly improved performance.
+For optimal performance and the most up-to-date capabilities in astronomy-related tasks, we recommend using AstroSage-8B, where further improvements have been made. The newer model incorporates expanded training data beyond astro-ph and features a greatly expanded fine-tuning process, resulting in significantly improved performance.
 
 ## Ethical Considerations