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