spinner transformer

streamlit_simulation/app.py

@@ -137,6 +137,14 @@ st.markdown(f"""
 
 st.title("Electricity Consumption Forecast: Hourly Simulation")
 st.write("Welcome to the simulation interface!")
+st.info(
+    "**Simulation Overview:**\n\n"
+    "This dashboard provides an hourly electricity consumption forecast using two different models: "
+    "**LightGBM** and a **Transformer (moment-based)**. Both models generate a fresh prediction at every time step "
+    "(i.e., every simulated hour).\n\n"
+    "Note: Since this app runs on a limited CPU on Hugging Face Spaces, the Transformer model may respond slower "
+    "compared to local execution. On a standard local CPU, performance is significantly better."
+)
 
 # ============================== Session State Init ==============================
 def init_session_state():