How to use auhide/punctual-bert-bg with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="auhide/punctual-bert-bg")
# Load model directly from transformers import AutoTokenizer, AutoModelForTokenClassification tokenizer = AutoTokenizer.from_pretrained("auhide/punctual-bert-bg") model = AutoModelForTokenClassification.from_pretrained("auhide/punctual-bert-bg", device_map="auto")
