Update app.py

app.py

@@ -148,8 +148,9 @@ def create_certificate(passed, certificate_type, hf_username, first_name, last_n
         # Add a message
         message = """
           You didn't pass the minimum of 3 out of 4 of the hands-on to get a certificate of completion. 
-          For more information about the certification process [check the course page on certification](https://huggingface.co/learn/audio-course/chapter8/certification).
-          Use the [self-evaluation space](https://huggingface.co/spaces/MariaK/Check-my-progress-Audio-Course) to see which assignments have not been completed. 
+          For more information about the certification process <a href="https://huggingface.co/learn/audio-course/chapter8/certification">check the course page on certification</a>.
+          Use the <a href="https://huggingface.co/spaces/MariaK/Check-my-progress-Audio-Course">self-evaluation space</a> to see which assignments have not been completed. 
+          If the results here differ from your results in the self-evaluation space, make sure that your model's metrics automatically uploaded by Trainer have not been manually altered.
           """
     return certificate, message, pdf
 
@@ -172,6 +173,7 @@ with gr.Blocks() as demo:
     The certification process is completely free:
     - To get a *certificate of completion*: you need to **pass 3 out of 4 hands-on assignments**.
     - To get a *certificate of excellence*: you need to **pass 4 out of 4 hands-on assignments**.
+    
     For more information about the certification process [check the course page on certification](https://huggingface.co/learn/audio-course/chapter8/certification).
     Don't hesitate to share your certificate on Twitter (tag me @mariakhalusova and @huggingface) and on LinkedIn.
     """)