Update app.py

app.py

@@ -1,33 +1,40 @@
-# Necessary imports
-import gradio as gr
-from src.app.predict import ZeroShotTextClassification
-
-
-# Examples to display in the interface
-examples = [
-    ["I love to play the guitar", "music, artist, food, travel"],
-    ["I am a software engineer at Google", "technology, engineering, art, science"],
-    ["I am a professional basketball player", "sports, athlete, chef, politics"],
-]
-
-# Title and description and article for the interface
-title = "Zero Shot Text Classification"
-description = "Classify text using zero-shot classification with ModernBERT-large zeroshot model! Provide a text input and a list of candidate labels separated by commas. Read more at the links below."
-article = "<p style='text-align: center'><a href='https://arxiv.org/abs/2412.13663' target='_blank'>Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference</a> | <a href='https://huggingface.co/MoritzLaurer/ModernBERT-large-zeroshot-v2.0' target='_blank'>Model Page</a></p>"
-
-
-# Launch the interface
-demo = gr.Interface(
-    fn=ZeroShotTextClassification,
-    inputs=[gr.Textbox(label="Input"), gr.Textbox(label="Candidate Labels")],
-    outputs=gr.Label(label="Classification"),
-    title=title,
-    description=description,
-    article=article,
-    examples=examples,
-    cache_examples=True,
-    cache_mode="lazy",
-    theme="Soft",
-    flagging_mode="never",
-)
-demo.launch(debug=False)
+# Necessary imports
+import gradio as gr
+from src.app.predict import ZeroShotTextClassification
+
+
+# Examples to display in the interface
+examples = [
+    ["I love to play the guitar", "music, artist, food, travel"],
+    ["I am a software engineer at Google", "technology, engineering, art, science"],
+    ["I am a professional basketball player", "sports, athlete, chef, politics"],
+]
+
+# Title and description and article for the interface
+title = "Zero Shot Text Classification"
+description = "Classify text using zero-shot classification with ModernBERT-large zeroshot model! Provide a text input and a list of candidate labels separated by commas. Read more at the links below."
+article = "<p style='text-align: center'><a href='https://arxiv.org/abs/2412.13663' target='_blank'>Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference</a> | <a href='https://huggingface.co/MoritzLaurer/ModernBERT-large-zeroshot-v2.0' target='_blank'>Model Page</a></p>"
+
+
+# Launch the interface
+demo = gr.Interface(
+    fn=ZeroShotTextClassification,
+    inputs=[
+        gr.Textbox(label="Input", placeholder="Enter text to classify"),
+        gr.Textbox(
+            label="Candidate Labels",
+            placeholder="Enter candidate labels separated by commas",
+        ),
+        gr.Checkbox(label="Multi-Label", value=False),
+    ],
+    outputs=gr.Label(label="Classification"),
+    title=title,
+    description=description,
+    article=article,
+    examples=examples,
+    cache_examples=True,
+    cache_mode="lazy",
+    theme="Soft",
+    flagging_mode="never",
+)
+demo.launch(debug=False)