Update app.py

app.py

@@ -4,19 +4,19 @@ from transformers import pipeline
 model_name = "cornelliusyudhawijaya/AG_News_Classification_DistillBert"
 classifier = pipeline("text-classification", model=model_name, tokenizer=model_name)
 
+label_names = {0: 'World', 1: 'Sports', 2: 'Business', 3: 'Sci/Tech'}
+
 def classify_text(text):
     result = classifier(text)[0]
-    return f"Label: {result['label']}, Score: {result['score']:.4f}"
+    label_id = int(result['label'].split('_')[-1]) 
+    label_name = label_names[label_id] 
+    return f"Label: {label_name}, Score: {result['score']:.4f}"
 
 # Define the Gradio interface using the new API
 iface = gr.Interface(
     fn=classify_text,
     inputs=gr.Textbox(lines=2, placeholder="Enter text here..."),
     outputs="text",
-    title="Text Classification",
+    title="News Classification",
     description="Enter text to classify the news."
-)
-
-# Launch the interface
-if __name__ == "__main__":
-    iface.launch()
+)