Update app.py

app.py

@@ -114,39 +114,7 @@ def run_mmlu_evaluation(all_subjects, num_subjects, num_shots, all_questions, nu
                 gr.update(interactive=True), 
                 gr.update(interactive=True),
                 gr.update(visible=False))
-
-def format_links_with_bullets(links_text):
-    """Format links with bullet points for better readability"""
-    lines = links_text.split('\n')
-    return "• " + "\n• ".join(lines)
-
-# Function to format dataset preview for better display
-def enhanced_format_preview_for_display(preview_data):
-    """
-    Format the preview data with improved readability
-    """
-    # Create links with bullet points
-    links_value = (
-        f"Hugging Face: {preview_data['links']['huggingface']}\n"
-        f"GitHub: {preview_data['links']['github']}\n"
-        f"Paper: {preview_data['links']['paper']}"
-    )
-    links_formatted = format_links_with_bullets(links_value)
-    
-    # Create a table format with better column names
-    rows = [
-        {"Dataset Property": "Dataset Name", "Details": preview_data["dataset_name"]},
-        {"Dataset Property": "Evaluation Type", "Details": preview_data["evaluation_type"]},
-        {"Dataset Property": "Description", "Details": preview_data["description"]},
-        {"Dataset Property": "Links", "Details": links_formatted},
-        {"Dataset Property": "Organization", "Details": preview_data["organization"]},
-        {"Dataset Property": "Number of Questions", "Details": preview_data["num_questions"]},
-        {"Dataset Property": "Number of Input Tokens", "Details": preview_data["input_tokens"]},
-        {"Dataset Property": "Estimated Evaluation Time", "Details": f"{preview_data['evaluation_time']['total_time_minutes']} minutes (for 2 models on A100)"}
-    ]
-    
-    return pd.DataFrame(rows)
-    
+        
 # ---------------------------------------------------------------------------
 # 3. Gradio Interface
 # ---------------------------------------------------------------------------
@@ -314,7 +282,7 @@ with gr.Blocks(css="""
         # Get preview data if becoming visible
         if is_visible and dataset == "MMLU-Pro":
             preview_data = mmlupro_dataset_preview()
-            formatted_preview = enhanced_format_preview_for_display(preview_data)
+            formatted_preview = format_preview_for_display(preview_data)
             return is_visible, gr.update(visible=True), formatted_preview, gr.update(value=button_text)
         elif is_visible:
             # For other datasets (not implemented yet)