How to use noone-m/arabert-punctuation with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="noone-m/arabert-punctuation")
# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForTokenClassification tokenizer = AutoTokenizer.from_pretrained("noone-m/arabert-punctuation") model = AutoModelForTokenClassification.from_pretrained("noone-m/arabert-punctuation", device_map="auto")
https://huggingface.co/noone-m/arabert-punctuation/resolve/main/tokenizer.json
hf download hf://noone-m/arabert-punctuation/tokenizer.json
curl -L -o tokenizer.json https://huggingface.co/noone-m/arabert-punctuation/resolve/main/tokenizer.json
