app.py

import gradio as gr
import os
from setfit import SetFitModel


def greet(name):
    return "Hello " + name + "!!"

# model = SetFitModel.from_pretrained("AISE-TUDelft/java-ownership-classifier")
model = SetFitModel.from_pretrained("dvilasuero/setfit-mini-imdb")

def classify(text):
    if model([text])[0]:
        return 'True'
    else:
        return 'False'
    
iface = gr.Interface(fn=classify, inputs=["text", gr.inputs.Dropdown(["gpt2", "gpt-j-6B"]], outputs="text")
iface.launch()