import streamlit as st from transformers import pipeline print ("Loading model....") #Title and Description st.title("programming language identification") st.write(""" ### Powered bu Hugging Face and Streamlit This app uses a pre-trained model from Hugging Face to identificate programming language. Enter a programming language to determine what language it is! """) #Initialize Hugging Face Language identification pipeline @st.cache_resource def load_model(): print("before load model") return pipeline("programming-language-identification", model="CodeBERTa-language-id") language_identificator = load_model()