Transformers How to use ficsort/deberta-v3-base-conll2003-ner with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("token-classification", model="ficsort/deberta-v3-base-conll2003-ner") # pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForTokenClassification
tokenizer = AutoTokenizer.from_pretrained("ficsort/deberta-v3-base-conll2003-ner")
model = AutoModelForTokenClassification.from_pretrained("ficsort/deberta-v3-base-conll2003-ner", device_map="auto") 
