Update app.py

app.py

@@ -170,7 +170,15 @@ with gr.Blocks(analytics_enabled=False, css=custom_css) as demo:
         with gr.Column():
             gr.Markdown(
                 """
-                Demo platform for 🥐 CroissantLLMChat. Model is of small size and can hallucinate and generate incorrect or even toxic content.
+                # Demo platform for 🥐 CroissantLLMChat
+                
+                The model is of small size (1.3B), about 130 times smaller than ChatGPT.
+                As such, it logically exhibits reduced understanding, reasoning and knowlege capacities. 
+                For industrial uses, we recommend finetuning the model, but trained a Chat version to allow for experimenting and showcase the capabilities for it's size.
+                We recommend testing it for open-ended writing tasks, tips, translations, etc...
+                The model can hallucinate and generate incorrect or even toxic content.
+
+                The demo is linked to an endpoint that auto-shutdowns after 15mn. If error message appears, wait about 5 minutes and test again once the server is back up !
                 """
             )