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