Transformers How to use sshleifer/tiny-dbmdz-bert-large-cased-finetuned-conll03-english with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("token-classification", model="sshleifer/tiny-dbmdz-bert-large-cased-finetuned-conll03-english") # pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForTokenClassification
tokenizer = AutoTokenizer.from_pretrained("sshleifer/tiny-dbmdz-bert-large-cased-finetuned-conll03-english")
model = AutoModelForTokenClassification.from_pretrained("sshleifer/tiny-dbmdz-bert-large-cased-finetuned-conll03-english", device_map="auto") 
