Update app.py

app.py

@@ -172,7 +172,7 @@ with gr.Blocks(theme="sudeepshouche/minimalist") as demo:
         submit_btn.click(process_image, [input_img, task_prompt, model_selector], [output_text, output_img])
 
     gr.Markdown("## 🚀Other Cool Stuff:")
-    gr.Markdown("- [Florence 2 Whitepaper](https://arxiv.org/pdf/2311.06242) - how I found out about the Roboflow 100 and the BCCD dataset.")
+    gr.Markdown("- [Florence 2 Whitepaper](https://arxiv.org/pdf/2311.06242) - how I found out about the Roboflow 100 and the BCCD dataset.  Turns out this nugget was from the original [Florence whitepaper](https://arxiv.org/pdf/2111.11432) but useful all the same!")
     gr.Markdown("- [Roboflow YouTube Video on Florence 2 fine-tuning](https://youtu.be/i3KjYgxNH6w?si=x1ZMg9hsNe25Y19-&t=1296) - bookmarked an 🧠insightful trade-off analysis of various VLMs.")
     gr.Markdown("- [Landing AI - Vision Agent](https://va.landing.ai/) - 🌟just pure WOW.  bringing agentic planning into solutions architecture.")
     gr.Markdown("- [OmniScience fork of Landing AI repo](https://huggingface.co/spaces/dwb2023/omniscience) - I had a lot of fun with this one... some great 🔍reverse engineering enabled by W&B's Weave📊.")