Test Gradio app without model descriptions

app.py

@@ -58,40 +58,9 @@ def classify(sequence):
     return "Potential Allergen" if pred.item() == 1 else "Non-Allergen"
 
 
-description_md = """
-### 📌 **About AllerTrans – An Allergenicity Prediction Tool for Protein Sequences**
-
-**🧬 Input Format – FASTA Sequences**  
-This tool accepts protein sequences in FASTA format
-
-**🧾 Output Explanation**
-
-AllerTrans classifies your input sequence into one of the following categories:
-
-🟢 Non-Allergen:
-The protein is unlikely to cause an allergic reaction and can be considered safe in terms of allergenicity.
-
-🔴 Potential Allergen:
-The protein has the potential to trigger an allergic response or exhibit cross-reactivity in certain individuals. While not all individuals may experience reactions, these proteins cannot be considered safe.
-
-**💡 Accepted Proteins**  
-- Natural and also recombinant proteins  
-
-🔎 **Note of Caution**:  
-While our model demonstrates promising performance—particularly with recombinant proteins, as evidenced by our additional evaluation with a recombinant protein dataset  
-from UniProt—**we advise caution when generalizing the results to all constructs and modifications of recombinant protein**.  The generizability of the model to various recombinant scenarios has not been fully explored.
-
-**⚠️ Disclaimer**  
-Although AllerTrans provides highly accurate predictions, it is intended as a screening tool. For clinical or regulatory decisions, always confirm results with experimental validation.
-"""
-    
-with gr.Blocks() as demo:
-    gr.Interface(
-        fn=classify,
-        inputs=gr.Textbox(lines=3, placeholder="Enter protein sequence..."),
-        outputs=gr.Label(label="Prediction"),
-    )
-    gr.Markdown(description_md)
+demo = gr.Interface(fn=classify,
+                    inputs=gr.Textbox(lines=3, placeholder="Enter protein sequence..."),
+                    outputs=gr.Label(label="Prediction"))
 
 if __name__ == "__main__":
-    demo.launch()
+    demo.launch()