# pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForTokenClassification
tokenizer = AutoTokenizer.from_pretrained("cgpeltier-janes/deberta-finetuned-ner")
model = AutoModelForTokenClassification.from_pretrained("cgpeltier-janes/deberta-finetuned-ner", device_map="auto")Quick Links
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="cgpeltier-janes/deberta-finetuned-ner")