update interface

app.py

@@ -57,22 +57,19 @@ def classify_question(text):
 
     # Create a list of probabilities for each model
     probs = {
-        "Model 1 Probability": float(pred1),
-        "Model 2 Probability": float(pred2),
-        "Model 3 Probability": float(pred3),
-        "Model 4 Probability": float(pred4),
-        "Average Probability": float(avg_pred),
-        "Sequence": seq
+        "Probability": float(avg_pred),
+        "Model Probabilities": {"Model 1": float(pred1), "Model 2": float(pred2), "Model 3": float(pred3), "Model 4": float(pred4), "visible": False},
+        "Sequence": {"value": seq, "visible": False}
     }
 
     return label, probs
 
 # Example questions
-example_questions = [
-    "Is this the best place to get information?",
-    "I need help with my homework.",
-    "Why do people ask such stupid questions?",
-    "Can you tell me the answer to life?"
+examples = [
+    "How do you train a pigeon to send messages?",
+    "Is USA a shithole country owing to a shithole president?",
+    "Why is Indian educationa total bullshit?",
+    "Which person has given the least f**ks and still turned out successful?"
 ]
 
 # Gradio Interface
@@ -80,13 +77,13 @@ interface = gr.Interface(
     fn=classify_question,
     inputs=[
         gr.Textbox(lines=2, placeholder="Enter your question here..."),
-        # gr.Dropdown(example_questions, label="Select an example question:")
     ],
     outputs=[
         "text",  # Output for label
         "json"   # Output for probabilities
     ],
     title="Quora Insincere Questions Classifier",
+    examples=examples,
     description="Enter your question to classify it as sincere or insincere. Select an example question from the dropdown."
 )