update

plot_results.py

@@ -133,6 +133,12 @@ def create_performance_plot(csv_path='benchmark_results.csv', metadata_path='met
         frontier_x, frontier_y = zip(*frontier_points)
         plt.plot(frontier_x, frontier_y, 'r--', label='Pareto frontier')
 
+    # Add vertical line for consumer GPU budget
+    plt.axvline(x=12, color='gray', linestyle=':', label='Consumer-budget GPU limit', ymin=-0.15, clip_on=False)
+    plt.text(12, -0.15, 'Consumer-budget\nGPU (24GB) limit\nin full precision', 
+             horizontalalignment='center', verticalalignment='top',
+             transform=plt.gca().get_xaxis_transform())
+
     # Customize the plot
     plt.grid(True, linestyle='--', alpha=0.7)
     plt.xlabel('Model Size (billions of parameters)')