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