Update app.py

app.py

@@ -393,11 +393,12 @@ with gr.Blocks(theme=style) as demo:
                             You can reduce the Prefix size in the Advanced parameters to reduce the context length and see if the model still extracts the training sample.""")    
         with gr.Row():
             with gr.Column():
-                with gr.Accordion("Prefix size", open=True):
-                    k = gr.Slider(minimum=1, maximum=DEFAULT_SAMPLE_MAX_TOKENS, value=DEFAULT_K,
-                                  step=1,
-                                  info="""Number of tokens used to assess memorization. 
-                                  The more tokens are used, the more likely one can observe the LLM finishing the prompt with the verbatim code used in the training set.""")
+
+                k = gr.Slider(minimum=1, maximum=DEFAULT_SAMPLE_MAX_TOKENS, value=DEFAULT_K,
+                                step=1,
+                                label="Prefix size",
+                                info="""Number of tokens we keep from the original sample to see if the LLM will complete the prompt with the rest of the training sample. 
+                                The more tokens are used, the more likely one can observe the LLM finishing the prompt with the verbatim code used in the training set.""")
                 submit = gr.Button("Check memorization", variant="primary")
                 examples_dropdown = gr.Dropdown(choices=list(examples.keys()), value=list(examples.keys())[0],
                                     interactive=True,