How to use MoNafea01/saudi-eou-bert-classifier with PEFT:
from peft import PeftModel from transformers import AutoModelForSequenceClassification base_model = AutoModelForSequenceClassification.from_pretrained("aubmindlab/bert-base-arabertv02") model = PeftModel.from_pretrained(base_model, "MoNafea01/saudi-eou-bert-classifier")
How to use MoNafea01/saudi-eou-bert-classifier with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="MoNafea01/saudi-eou-bert-classifier")
# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("MoNafea01/saudi-eou-bert-classifier") model = AutoModelForSequenceClassification.from_pretrained("MoNafea01/saudi-eou-bert-classifier")
