Transformers How to use sarveshsk/bert_base_uncase_Conll2012 with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("token-classification", model="sarveshsk/bert_base_uncase_Conll2012") # pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForTokenClassification
tokenizer = AutoTokenizer.from_pretrained("sarveshsk/bert_base_uncase_Conll2012")
model = AutoModelForTokenClassification.from_pretrained("sarveshsk/bert_base_uncase_Conll2012", device_map="auto") 
