Update README.md

README.md

@@ -70,9 +70,9 @@ AstroSage-Llama-3.1-8B shows remarkable performance improvements:
 
 | Model | Score (%) |
 |-------|-----------|
-| **AstroSage-Llama-3.1-8B** | **80.9** |
+| **<span style="color:green">AstroSage-Llama-3.1-8B</span>** | **80.9** |
 | GPT-4o | 80.4 |
-| LLaMA-3-8B | 72.9 |
+| LLaMA-3.1-8B | 73.7 |
 | Gemma-2-9B | 71.5 |
 | Qwen-2.5-7B | 70.4 |
 | Yi-1.5-9B | 68.4 |
@@ -84,7 +84,7 @@ The model demonstrates:
 - Outperformance of all 8B parameter models
 - Comparable performance to GPT-4o (80.4%)
 - ~1000x more cost-effective than proprietary models
-- 8 percentage-point improvement over base Llama-3.1-8b model
+- 7 percentage-point improvement over base Llama-3.1-8b model
 
 
 ## Training Data