app.py

import gradio as gr
from transformers import AutoModelForSequenceClassification, AutoTokenizer

def processInput(input): 
    #load model and tokenizer
    model = AutoModelForSequenceClassification.from_pretrained("garrettbaber/twitter-roberta-base-fear-intensity")
    tokenizer = AutoTokenizer.from_pretrained("garrettbaber/twitter-roberta-base-fear-intensity")
    #get tokens
    tokens = tokenizer(input, return_tensors="pt")
    #pass tokens to model
    outputs = model(**tokens)
    #parse output
    logits = outputs.get("logits")
    return logits.tolist()

app = gr.Interface(fn=processInput, inputs="text", outputs="text")

app.launch()