Add description and links to nb/blog

app.py

@@ -14,7 +14,9 @@ model = AutoModelForCausalLM.from_pretrained('HuggingFaceM4/Florence-2-DocVQA',
 processor = AutoProcessor.from_pretrained('HuggingFaceM4/Florence-2-DocVQA', trust_remote_code=True)
 
 
-DESCRIPTION = "# [Florence-2-DocVQA Demo](https://huggingface.co/HuggingFaceM4/Florence-2-DocVQA)"
+TITLE = "# [Florence-2-DocVQA Demo](https://huggingface.co/HuggingFaceM4/Florence-2-DocVQA)"
+DESCRIPTION = "The demo for Florence-2 fine-tuned on DocVQA dataset. You can find the notebook [here](https://colab.research.google.com/drive/1hKDrJ5AH_o7I95PtZ9__VlCTNAo1Gjpf?usp=sharing). Read more about Florence-2 fine-tuning [here](finetune-florence2)."
+
 
 colormap = ['blue','orange','green','purple','brown','pink','gray','olive','cyan','red',
             'lime','indigo','violet','aqua','magenta','coral','gold','tan','skyblue']
@@ -58,6 +60,7 @@ css = """
 """
 
 with gr.Blocks(css=css) as demo:
+    gr.Markdown(TITLE)
     gr.Markdown(DESCRIPTION)
     with gr.Tab(label="Florence-2 Image Captioning"):
         with gr.Row():
@@ -79,7 +82,7 @@ with gr.Blocks(css=css) as demo:
             outputs=[output_text],
             fn=process_image,
             cache_examples=True,
-            label='Try examples'
+            label='Try the examples below'
         )
 
         submit_btn.click(process_image, [input_img, text_input], [output_text])