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