Transformers How to use MutazYoune/Arabic-NER-PII-patterns with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("token-classification", model="MutazYoune/Arabic-NER-PII-patterns") # pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForTokenClassification
tokenizer = AutoTokenizer.from_pretrained("MutazYoune/Arabic-NER-PII-patterns")
model = AutoModelForTokenClassification.from_pretrained("MutazYoune/Arabic-NER-PII-patterns", device_map="auto") 
