How to use dswah/address-ner-de with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="dswah/address-ner-de")
# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForTokenClassification tokenizer = AutoTokenizer.from_pretrained("dswah/address-ner-de") model = AutoModelForTokenClassification.from_pretrained("dswah/address-ner-de", device_map="auto")
See synthetic dataset creation at github.com/dswah/address-ner-de
