Update README.md

README.md

@@ -98,7 +98,7 @@ While AstroLLaMA-3-8B performs competitively among models in its class, it does
 
 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 these limitations have been addressed. 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 these limitations have been addressed. 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