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