add improvments in readme

README.md

@@ -142,6 +142,17 @@ The visualization includes:
 - Execution duration ranges
 - Color-coded model names (green for high performers)
 
+## Model Performance Overview
+
+The best models achieve 100% accuracy, maximize tokens per second (tk/sec), and minimize answer duration. For example, the deepseek-R1 and derived models often provides overly verbose responses, which can affect its overall performance.
+
+## Improvements
+
+### GPU Information display
+- **Model Name**: DeepSeek
+- **GPU Used**: Apple M1 Pro
+- **Performance Metrics**: The model achieves high accuracy with optimal tk/sec, but its verbosity can lead to longer response times.
+
 ## Server Configuration
 Default servers are configured in the code: