import gradio as gr

import numpy as np

def greet (word, sentence, model, layer, norm):
    inputs = [word, sentence, model, str(layer), norm]
    outputs = [input+'\t'+str(np.random.randint(0,100, size=1)[0]) for input in inputs]
    return "\n".join(outputs)

demo = gr.Interface(
    fn=greet,
    inputs=[
        "text", 
        "text", 
        gr.Radio(["bert", "gpt2"]),
        "number",
        gr.Radio(["Binder", "McRae", "Buchanan"]),
    ],
    outputs=["text"],
)

demo.launch()