# Load model directly
from transformers import AutoTokenizer, AutoModelForTokenClassification
tokenizer = AutoTokenizer.from_pretrained("ckiplab/bert-base-han-chinese-ws-xiandai")
model = AutoModelForTokenClassification.from_pretrained("ckiplab/bert-base-han-chinese-ws-xiandai", device_map="auto")Quick Links
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="ckiplab/bert-base-han-chinese-ws-xiandai")