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import streamlit as st | |
from transformers import pipeline | |
# Load the custom model and tokenizer | |
pipe = pipeline("sentiment-analysis", model="rickxzo/review-sentiment-analysis", tokenizer="rickxzo/review-sentiment-analysis") | |
# Streamlit UI | |
st.title("Sentiment Analysis with Transformer Model") | |
text = st.text_area("Enter some text:") | |
# Perform sentiment analysis when text is provided | |
if text: | |
out = pipe(text) | |
st.json(out) | |
st.write("### Label Definitions:") | |
st.write("- **LABEL_2** : Positive") | |
st.write("- **LABEL_1** : Negative") |