update app.py

app.py

@@ -209,4 +209,13 @@ with gr.Blocks(title="GPT-152M Demo", theme=gr.themes.Soft()) as demo:
     )
 
     gr.Markdown("""
+    ---
+    **Model:** GPT-152M | **Dataset:** FineWeb-Edu (197M tokens) | 
+    **Hardware:** Free Kaggle T4 GPU (~8.5 hours) | **Framework:** PyTorch 2.9
+    
+    ⚠️ This model was trained for educational purposes. 
+    Outputs may be factually incorrect.
+    """)
+
+demo.launch()