Update app.py

app.py

@@ -26,7 +26,8 @@ from plotter import create_plots
 demo = gr.Blocks()
 
 with demo:
-    gr.Markdown("## 🥇 TOFU Leaderboard")
+    gr.Markdown("## 🥇 TOFU Leaderboard    
+                The TOFU dataset serves as a benchmark for evaluating the unlearning performance of large language models on realistic tasks. The dataset comprises question-answer pairs based on autobiographies of 200 different authors that do not exist and are completely fictitiously generated by the GPT-4 model. The goal of the task is to unlearn a fine-tuned model on various fractions of the forget set.")