Update README.md

README.md

@@ -93,7 +93,7 @@ As shown, while AstroLLaMA-3-8B performs competitively among models in its class
 
 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