Update app.py

app.py

@@ -316,7 +316,12 @@ with gr.Blocks(css=css) as demo:
                         </p>
                         </div>
                 ''', elem_id="warning-setgpu")
-        gr.Markdown("# B-LoRa Training UI 💭")        
+        gr.Markdown("""
+        # B-LoRa Training UI 💭
+
+        B-LoRa training method allows to perform high quality style-content mixing and even swapping the style and content between two stylized images, by implicitly decomposing a single image into its style and content representation.
+        [Learn more about Implicit Style-Content Separation using B-LoRA](https://b-lora.github.io/B-LoRA/)
+        """)        
         with gr.Row():
             image = gr.Image(label="Image Reference", sources=["upload"], type="filepath")