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