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