Update app.py

app.py

@@ -71,9 +71,11 @@ def stream_completion(message: str,
 
 with gr.Blocks(title="🎨 Mixture of Inputs (MoI) Demo") as demo:
     gr.Markdown(
-        "## 🎨 Mixture of Inputs (MoI) Demo  \n"
-        "Streaming vLLM demo with dynamic **beta** adjustment in MoI "
+        "## 🎨 Mixture of Inputs (MoI) Demo with Qwen3-4B\n"
+        "Streaming vLLM demo with dynamic **beta** adjustment in MoI, see how it affects the model!"
         "(higher beta → less blending)."
+        "📕Paper: https://arxiv.org/abs/2505.14827"
+        "💻Code: https://github.com/EvanZhuang/mixinputs"
     )
 
     with gr.Row():  # sliders first