added description

app.py

@@ -45,12 +45,15 @@ if __name__ == "__main__":
     interface = partial(run, pipe=pipe)
     demo = gr.Interface(
         fn=interface,
+        title="Nested Diffusion",
+        description="<h3 style=\"text-align: center;\">Anytime text-to-image generation with Stable Diffusion v1.5</h3>\n<p style=\"text-align: center;\"><b>Help: </b>Type the desired prompt in the prompt box, and adjust the number of outer and inner steps to use. Using more steps takes more time, but should create a better image.<br>For more information on Nested Diffuion: <a href=\"https://github.com/noamelata/NestedDiffusion\">Github</a>, <a href=\"https://arxiv.org/abs/2305.19066\">arXiv</a></p>",
         inputs=[gr.Textbox(value="a photograph of a nest with a blue egg inside", label="Prompt"),
                 gr.Slider(minimum=1, maximum=10, value=4, step=1, label="Outer Steps"),
-                gr.Slider(minimum=5, maximum=50, value=25, step=1, label="Inner Steps"),
+                gr.Slider(minimum=5, maximum=50, value=10, step=1, label="Inner Steps"),
                 gr.Checkbox(label="Random Seed")],
         outputs=[gr.HTML(), gr.Image(shape=[512, 512], elem_id="output_image").style(width=512, height=512)],
-        allow_flagging="never"
+        allow_flagging="never",
+        thumbnail="figures/Nested_Egg.png"
     )
     demo.queue()
     demo.launch()