How to use ukr-models/uk-punctcase with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="ukr-models/uk-punctcase")
# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForTokenClassification tokenizer = AutoTokenizer.from_pretrained("ukr-models/uk-punctcase") model = AutoModelForTokenClassification.from_pretrained("ukr-models/uk-punctcase", device_map="auto")
https://huggingface.co/ukr-models/uk-punctcase/resolve/refs%2Fpr%2F1/tokenizer.json
hf download hf://ukr-models/uk-punctcase@refs/pr/1/tokenizer.json
curl -L -o tokenizer.json https://huggingface.co/ukr-models/uk-punctcase/resolve/refs%2Fpr%2F1/tokenizer.json
