Update app.py

app.py

@@ -331,9 +331,9 @@ with gr.Blocks(css=css) as demo:
         </div>
         """)
         gr.Markdown("""
-        compose a new image with elements from multiple image inputs with Qwen Image Edit. [Learn more](https://github.com/QwenLM/Qwen-Image) about the Qwen-Image series. 
+        Compose a new image with elements from multiple image inputs with Qwen Image Edit. [Learn more](https://github.com/QwenLM/Qwen-Image) about the Qwen-Image series. 
         
-        This demo uses the [Qwen-Image-Lightning](https://huggingface.co/lightx2v/Qwen-Image-Lightning) LoRA and AoT compilation for accelerated 8-step inference.
+        This demo uses the [Qwen-Image-Lightning](https://huggingface.co/lightx2v/Qwen-Image-Lightning) LoRA, AoT compilation and FA3 for accelerated 8-step inference.
         Try on [Qwen Chat](https://chat.qwen.ai/), or [download model](https://huggingface.co/Qwen/Qwen-Image-Edit) to run locally with ComfyUI or diffusers.
         """)