Update app.py

app.py

@@ -256,10 +256,10 @@ description = """
 </div>
 <div style="text-align: left;">
     <hr>
-    <p>This is a demo to generate text and code with the following StarCoderBase models:</p>
+    <p>This is a demo to generate text the following StarCoderBase models fine-tuned using <a href="https://github.com/huggingface/trl/pull/424">TRL's TextEnvironment</a>:</p>
     <ul>
-        <li><a href="https://huggingface.co/vwxyzjn/starcoderbase-triviaqa">StarCoderBase TriviaQA</a>: A finetuned version of StarCoderBase on on the TriviaQA dataset using reinforcement learning via <a href="https://github.com/huggingface/trl/pull/424">TRL's TextEnvironment</a>.</li>
-        <li><a href="https://huggingface.co/lvwerra/starcoderbase-gsm8k">StarCoderBase GSM8K</a>: A finetuned version of StarCoderBase on on the GSM8K dataset using reinforcement learning via TRL's <a href="https://github.com/huggingface/trl/pull/424">TRL's TextEnvironment</a>.</li>
+        <li><a href="https://huggingface.co/vwxyzjn/starcoderbase-triviaqa">StarCoderBase TriviaQA</a>: Uses a Wikipedia search index to answer trivia questions. It was trained on the TriviaQA dataset.</li>
+        <li><a href="https://huggingface.co/lvwerra/starcoderbase-gsm8k">StarCoderBase GSM8K</a>: Uses a Python Interpreter to answer math questions. It was trained on the GSM8K dataset.</li>
     </ul>
 </div>
 """
@@ -290,7 +290,13 @@ with gr.Blocks(theme=theme, analytics_enabled=False, css=css) as demo:
                     label="Output",
                     color_map={"query": "red", "call": "green", "response": "blue", "submit": "yellow", "model": "pink"},
                 )
-               
+
+                gr_examples = gr.Examples(
+                    examples=[example for client in clients.values() for example in client[3]],
+                    inputs=[instruction],
+                    cache_examples=False,
+                )
+
                 with gr.Row():
                     with gr.Column():
                         with gr.Accordion("Raw output", open=False):
@@ -347,11 +353,6 @@ with gr.Blocks(theme=theme, analytics_enabled=False, css=css) as demo:
                                 outputs=[system_prompt],
                             )
 
-                gr_examples = gr.Examples(
-                    examples=[example for client in clients.values() for example in client[3]],
-                    inputs=[instruction],
-                    cache_examples=False,
-                )
 
 
     submit.click(