Update app.py

app.py

@@ -21,7 +21,7 @@ def ensure_list(x):
 
 
 CHECKPOINTS = {
-    "LayoutLMv1 🦉": "impira/layoutlm-document-qa",
+    "LayoutLMv1 📑": "impira/layoutlm-document-qa",
     "LayoutLMv1 for Invoices 💸": "impira/layoutlm-invoices",
     "Donut 🍩": "naver-clova-ix/donut-base-finetuned-docvqa",
 }
@@ -270,12 +270,14 @@ gradio-app h2, .gradio-app h2 {
 """
 
 with gr.Blocks(css=CSS) as demo:
-    gr.Markdown("# Document Parser: Document Parser Engine")
+    gr.Markdown("# Ashling Partners Document Understanding Space: Document QA Comparison")
     gr.Markdown(
-        "Document_Parser is built on top of DocQuery library)"
+        "This space is inspired by Impira's DocQuery Space"
         " uses LayoutLMv1 fine-tuned on DocVQA, a document visual question"
         " answering dataset, as well as SQuAD, which boosts its English-language comprehension."
-       
+        " To use it, simply upload an image or PDF, type a question, and click 'submit', or "
+        " click one of the examples to load them."
+        " DocQuery is MIT-licensed and available on [Github](https://github.com/impira/docquery)."
     )
 
     document = gr.Variable()