How to use UBC-NLP/MARBERT with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("fill-mask", model="UBC-NLP/MARBERT")
# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForMaskedLM tokenizer = AutoTokenizer.from_pretrained("UBC-NLP/MARBERT") model = AutoModelForMaskedLM.from_pretrained("UBC-NLP/MARBERT", device_map="auto")
https://huggingface.co/UBC-NLP/MARBERT/resolve/refs%2Fpr%2F2/tokenizer.json
hf download hf://UBC-NLP/MARBERT@refs/pr/2/tokenizer.json
curl -L -o tokenizer.json https://huggingface.co/UBC-NLP/MARBERT/resolve/refs%2Fpr%2F2/tokenizer.json
