Transformers How to use Noaman/bert-finetuned-ner4 with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("token-classification", model="Noaman/bert-finetuned-ner4") # pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForTokenClassification
tokenizer = AutoTokenizer.from_pretrained("Noaman/bert-finetuned-ner4")
model = AutoModelForTokenClassification.from_pretrained("Noaman/bert-finetuned-ner4", device_map="auto") 
