Update app.py

app.py

@@ -118,15 +118,18 @@ system_info = gr.Markdown(f"*Memory: {memory.total / (1024 * 1024 * 1024):.2f}GB
 
 with demo:
     with gr.Row():
-      gr.Markdown(f'''
-                  <div>
-                  <h1 style='text-align: center'>From Images to Textual Prompts: Zero-shot VQA with Frozen Large Language Models</h1>
-                  </div>
-                  ### How to use this space
-                  ##### 1. Upload your image and fill your question
-                  #####2. Creating caption from your image
-                  ##### 3. Answering your question based on uploaded image
-                  ''')  
+        gr.Markdown('''
+            <div>
+            <h1 style='text-align: center'>From Images to Textual Prompts: Zero-shot VQA with Frozen Large Language Models</h1>
+            </div>
+            ''')  
+    with gr.Row():
+        gr.Markdown('''
+            ### How to use this space
+            ##### 1. Upload your image and fill your question
+            ##### 2. Creating caption from your image
+            ##### 3. Answering your question based on uploaded image
+        ''')
     with gr.Row():
         with gr.Column():  
             raw_image.render()