Update app.py

app.py

@@ -42,8 +42,10 @@ demo = gr.Blocks()
 with demo:
     gr.Markdown("# CO2 Inference Demo")
     gr.Markdown("## TL;DR - We ran a series of experiments to measure the energy efficiency and carbon emissions of different\
-    models from the HuggingFace Hub, and to see how different tasks and models compare.\
-    Explore the plots below to get more insights about the different models and tasks from our study.")
+    models from the HuggingFace Hub, and to see how different tasks and models compare. \
+        We found that multi-purpose, generative models are orders of magnitude more energy-intensive than task-specific systems\
+        for a variety of tasks, even for models with a similar number of parameters")
+    gr.Markdown("### Explore the plots below to get more insights about the different models and tasks from our study.")
     with gr.Accordion("More details about our methodology:", open=False):
         gr.Markdown("We chose ten ML tasks: text classification, token classification, question answering, \
         ), masked language modeling, text generation, summarization, image classification, object detection, \