app.py

import transformers
import streamlit as st

from transformers import AutoTokenizer, AutoModelWithLMHead
from transformers import pipeline

tokenizer = AutoTokenizer.from_pretrained("gpt2-large")

@st.cache
def load_model(model_name):
    model = AutoModelWithLMHead.from_pretrained("gpt2-large")
    return model
    
@st.cache
def load_text_gen_model():
    generator = pipeline(“text-generation”, model=”EleutherAI/gpt-neo-2.7B”)
    return generator 
    
model = load_model("gpt2-large")

text_generator = load_text_gen_model()

action = st.sidebar.selectbox("Pick an Action", ["Generate an Article","Create an Image"])

if action == "Generate an Article":
    st.text_input("Enter a prompt")