app.py

import gradio as gr
from transformers import AutoModelForSequenceClassification, AutoTokenizer


model = AutoModelForSequenceClassification.from_pretrained("bert-base-uncased")
tokenizer = AutoTokenizer.from_pretrained("bert-base-uncased")


def generate_text(input_text):
    input_ids = tokenizer.encode(input_text, return_tensors="pt")
    output = model.generate(input_ids)
    return tokenizer.decode(output[0], skip_special_tokens=True)

interface = gr.Interface(fn=generate_text, inputs="text", outputs="text")

interface.launch()