Transformers How to use ShaunYadav/BERT-Cased-CoNLL03 with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("token-classification", model="ShaunYadav/BERT-Cased-CoNLL03") # pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForTokenClassification
tokenizer = AutoTokenizer.from_pretrained("ShaunYadav/BERT-Cased-CoNLL03")
model = AutoModelForTokenClassification.from_pretrained("ShaunYadav/BERT-Cased-CoNLL03", device_map="auto") 
