| # model.py | |
| from transformers import AutoModelForSequenceClassification, TFAutoModelForSequenceClassification, AutoTokenize | |
| class Model: | |
| """A model class to lead the model and tokenizer""" | |
| def __init__(self) -> None: | |
| pass | |
| def load_model(): | |
| model = AutoModelForSequenceClassification.from_pretrained('cardiffnlp/twitter-roberta-base-sentiment') | |
| return model | |
| def load_tokenizer(): | |
| tokenizer = AutoTokenize.from_pretrained("cardiffnlp/twitter-roberta-base-sentiment") | |
| return tokenizer |