Update app.py

app.py

@@ -129,7 +129,13 @@ def create_leaderboard():
 
     # Create Gradio interface with a nice theme
     with gr.Blocks(theme=gr.themes.Soft(), title="Financial Model Performance Leaderboard") as demo:
-        gr.Markdown("# Financial Model Performance Leaderboard")
+        gr.Markdown(
+            """<div style="text-align: center;"><h1>Financial <span style='color: #e6b800;'>Code</span> Models <span style='color: #e6b800;'> Performance Leaderboard</span></h1></div>\
+            <br>\
+            <p>Inspired by the <a href="https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard">🤗 Open LLM Leaderboard</a> and <a href="https://huggingface.co/spaces/optimum/llm-perf-leaderboard">🤗 Open LLM-Perf Leaderboard 🏋️</a>, we evaluate model performance using <a href="https://huggingface.co/papers/2502.06329">FailSafe Long Context QA</a>. This evaluation leverages the <a href="https://huggingface.co/datasets/Writer/FailSafeQA">FailSafeQA dataset</a> to assess how well models handle long-context question answering, ensuring robust and reliable performance in extended-context scenarios.</p>
+""",
+            elem_classes="markdown-text",
+        )
         gr.HTML("""
                         <div style="padding: 20px;">
                             <h2>About This Leaderboard</h2>