Transformers How to use connorboyle/bert-ner-i2b2 with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("token-classification", model="connorboyle/bert-ner-i2b2") # pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForTokenClassification
tokenizer = AutoTokenizer.from_pretrained("connorboyle/bert-ner-i2b2")
model = AutoModelForTokenClassification.from_pretrained("connorboyle/bert-ner-i2b2", device_map="auto") 
