Update app.py

app.py

@@ -93,7 +93,8 @@ with gr.Blocks(css=css) as demo:
         gr.Markdown(
             f"""
         # ⚡ Flash Diffusion: FlashPixart ⚡
-        This is an interactive demo of [Flash Diffusion](http://arxiv.org/abs/2406.02347), a diffusion distillation method proposed in [ADD ARXIV]() *by Clément Chadebec, Onur Tasar, Eyal Benaroche and Benjamin Aubin.*
+        This is an interactive demo of [Flash Diffusion](http://arxiv.org/abs/2406.02347), a diffusion distillation method proposed in [Flash Diffusion: Accelerating Any Conditional
+Diffusion Model for Few Steps Image Generation](http://arxiv.org/abs/2406.02347) *by Clément Chadebec, Onur Tasar, Eyal Benaroche and Benjamin Aubin.*
         [This model](https://huggingface.co/jasperai/flash-pixart) is a **66.5M** LoRA distilled version of [Pixart-α](https://huggingface.co/PixArt-alpha/PixArt-XL-2-1024-MS) model that is able to generate 1024x1024 images in **4 steps**. 
         Currently running on {power_device}.
         """