File size: 545 Bytes
879a213 1e6f560 879a213 1e6f560 879a213 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 |
import streamlit as st
from transformers import AutoTokenizer, AutoModelForSequenceClassification, Trainer
model_name = "mrm8488/distilroberta-finetuned-financial-news-sentiment-analysis"
model = AutoModelForSequenceClassification.from_pretrained(model_name)
tokenizer = AutoTokenizer.from_pretrained(model_name)
pipe = TextClassificationPipeline(model=model, tokenizer=tokenizer, return_all_scores=True)
text = st.text_area(f'Ciao! This app uses {model_name}. Enter your text to test it ❤️')
if text:
out = pipe(text)
st.json(out)
|