Create app.py

app.py

@@ -0,0 +1,18 @@
+import gradio as gr
+
+title = "Text Classifier 2 - BART-Large-MNLI"
+description = "Input text and labels. Submit."
+
+io1 = gr.Interface.load("huggingface/facebook/bart-large-mnli")
+
+def inference(text, model,class_names,allow_multiple):
+  outlabel = io1(text,class_names,allow_multiple)
+  outtext = ""
+  return outlabel, outtext  
+
+gr.Interface(
+    inference, 
+    [gr.inputs.Textbox(label="Input",lines=10),gr.inputs.Textbox(label="Possible class names (comma-separated)"),gr.inputs.Checkbox(default=False, label="Allow multiple true classes")], 
+    [gr.outputs.Label(label="Zero-Shot Classification"),gr.outputs.Textbox(label="Summarization")],
+    title=title,
+    description=description).launch(enable_queue=True, cache_examples=True)