Transformers How to use skadio/ner4opt-roberta-v2 with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("token-classification", model="skadio/ner4opt-roberta-v2") # pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForTokenClassification
tokenizer = AutoTokenizer.from_pretrained("skadio/ner4opt-roberta-v2")
model = AutoModelForTokenClassification.from_pretrained("skadio/ner4opt-roberta-v2", device_map="auto") 
