src/news_scraper/nlp_models/finbert_finetuned.py

from transformers import AutoTokenizer, AutoModelForSequenceClassification
from news_scraper.nlp_models.basemodel import BaseModel


class FinBertSentimentAnalyzer_Finetuned(BaseModel):
    """
    A class for performing sentiment analysis using the FinBERT model.
    
    https://huggingface.co/Driisa/finbert-finetuned-github
    """
    
    def __init__(self):
        super().__init__("finbert-finetuned-github")
        self.tokenizer = AutoTokenizer.from_pretrained("Driisa/finbert-finetuned-github")
        self.model = AutoModelForSequenceClassification.from_pretrained("Driisa/finbert-finetuned-github")
        self.model.to(self.device)
        self.model.eval()