main.py

import srteamlit as st

from transformers import AutoModelForSequenceClassification
from transformers import TextClassificationPipeline
from transformers import AutoTokenizer

model_name="nebiyu29/finetunned_version_2"


tokenizer = AutoTokenizer.from_pretrained(model_name)
model=AutoModelForSequenceClassification.from_pretrained(model_name)

classifier = TextClassificationPipeline(model=model, tokenizer=tokenizer)

#classifiy model
def classify(text):
    result=classifier(text)
    return result

#streamlit part
user_input = st.text_input("Enter some text to generate:")

if user_input:
    classified_text = classify(user_input)
    st.text("classified Text:")
    st.write(classified_text)