Update app.py

app.py

@@ -1912,14 +1912,14 @@ def create_interface() -> gr.Blocks:
                 # Bar chart comparison section with tabs inside Accordion
                 with gr.Accordion("📊 GPU Comparison (Top 10 by Cost)", open=False):
                     with gr.Tabs():
-                        with gr.Tab("Throughput"):
-                            throughput_plot = gr.Plot(label="Throughput Comparison")
                         with gr.Tab("Cost"):
                             cost_plot = gr.Plot(label="Cost Comparison")
+                        with gr.Tab("Throughput"):
+                            throughput_plot = gr.Plot(label="Throughput Comparison")
                         with gr.Tab("VRAM Utilization"):
                             vram_plot = gr.Plot(label="VRAM Utilization Comparison")
-                        with gr.Tab("Cost Efficiency"):
-                            efficiency_plot = gr.Plot(label="Cost Efficiency Comparison")
+                        # with gr.Tab("Cost Efficiency"):
+                        #     efficiency_plot = gr.Plot(label="Cost Efficiency Comparison")
 
                 with gr.Accordion("📈 Details", open=False):
                     report_out = gr.Markdown()
@@ -1955,7 +1955,7 @@ def create_interface() -> gr.Blocks:
                 ft_method, rank, batch, sample_count,
                 input_tokens, output_tokens, dataset_tier, manufacturers,
             ],
-            outputs=[report_out, rec_out_1, rec_out_2, throughput_plot, cost_plot, vram_plot, efficiency_plot]
+            outputs=[report_out, rec_out_1, rec_out_2, throughput_plot, cost_plot, vram_plot] #, efficiency_plot]
         )
     
     return demo
@@ -1966,11 +1966,4 @@ def create_interface() -> gr.Blocks:
 
 if __name__ == "__main__":
     demo = create_interface()
-    demo.launch(
-    server_name="0.0.0.0",
-    server_port=7860,
-    share=False,
-    ssr_mode=False,  
-    show_error=True,
-    quiet=True  
-)
+    demo.launch(share=False)