Spaces:
Runtime error
Runtime error
File size: 1,209 Bytes
fb22d07 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 |
import streamlit as st # Web App
from main import classify
demo_phrases = """ Here are some examples:
this is a phrase
is it neutral
nothing else to say
man I'm so damn angry
sarcasm lol
I love this product
"""
# title
st.title("Sentiment Analysis")
# subtitle
st.markdown("## A selection of popular sentiment analysis models - hosted on 🤗 Spaces")
model_name = st.selectbox(
"Select a pre-trained model",
[
"finiteautomata/bertweet-base-sentiment-analysis",
"ahmedrachid/FinancialBERT-Sentiment-Analysis",
"finiteautomata/beto-sentiment-analysis",
],
)
input_sentences = st.text_area("Sentences", value=demo_phrases, height=200)
data = input_sentences.split("\n")
if st.button("Classify"):
st.write("Please allow a few minutes for the model to run/download")
for i in range(len(data)):
j = classify(model_name.strip(), data[i])[0]
sentiment = j["label"]
confidence = j["score"]
st.write(
f"{i}. {data[i]} :: Classification - {sentiment} with confidence {confidence}"
)
st.markdown(
"Link to the app - [image-to-text-app on 🤗 Spaces](https://huggingface.co/spaces/Amrrs/image-to-text-app)"
)
|