Transformers How to use PuxAI/PII-Token-Filter-Hard-V1 with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("token-classification", model="PuxAI/PII-Token-Filter-Hard-V1") # pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForTokenClassification
tokenizer = AutoTokenizer.from_pretrained("PuxAI/PII-Token-Filter-Hard-V1")
model = AutoModelForTokenClassification.from_pretrained("PuxAI/PII-Token-Filter-Hard-V1", device_map="auto") 
