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