Updating markdown

app.py

@@ -24,13 +24,47 @@ def sentence_diagram(model_name, text, progress=gr.Progress(track_tqdm=True)):
 
 
 with gr.Blocks() as demo:
-    with gr.Tab("Sentence Diagrams"):
+    gr.Markdown("""
+    # Purpose
+    Way back in 7th grade, my english teacher "Brother Hill" would always disclaim our sentence diagram lessons with: 
+    "you probably wont be doing these in 20 years". A few of us being middle schoolers would love to contradict this. 
+    Unfortunately he passed away in 2015, so I thought this would be a nice tribute.
+    
+    # Instructions
+    1. Choose a model, the `ptb.biaffine.dep.roberta` is slower but marginally better
+    2. Write your sentence
+    3. Click Run!
+    """)
+    with gr.Tab("Brother Hill Tribute: Sentence Diagrams"):
         model_name = gr.Dropdown(choices=model_choices, label='Model Name')
         text_in = gr.Textbox(label='Sentence(s) to diagram', value='This is a test')
         button = gr.Button('Run!')
         html_out = gr.HTML()
-    with gr.Tab("Brother Hill Tribute"):
-        gr.Markdown("""To Bro Hill""")
+    gr.Markdown("""
+    # Information
+    This doesnt look like the sentences we used to do!
+    
+    There are some slight differences in both presentation and linquistic analysis as shown 
+    [here](https://en.wikipedia.org/wiki/Sentence_diagram), but they are similar enough for me not to mind too much. 
+    
+    How did you do this?
+    
+    I chose a state of the art **Dependency Parsing** [model](https://github.com/yzhangcs/parser) as of ~2 years ago. 
+    I believe this has been [surpassed(]https://paperswithcode.com/sota/dependency-parsing-on-penn-treebank) 
+    in recent years. 
+    
+    Dependency Parsing was a popular task in NLP to feed to models to improve performance, but in the age of the 
+    [transformer](https://arxiv.org/abs/1706.03762) it's rarelu used in anymore.
+    
+    # To Brother Hlll
+    Thanks for being a great teacher. As an adult I appreciate that you dont get to witness a lot of the fruits of your 
+    investment in us as we were just middle schoolers, yet you invested nonetheless. I have a lot of fond memories of 
+    you, and I wish we could have connected before you passed away. 
+    
+    Thanks again,
+    
+    Derek
+    """)
 
     button.click(sentence_diagram,
                  inputs=[model_name, text_in],