How to use AuraRuby/ARIA with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("fill-mask", model="AuraRuby/ARIA")
# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForMaskedLM tokenizer = AutoTokenizer.from_pretrained("AuraRuby/ARIA") model = AutoModelForMaskedLM.from_pretrained("AuraRuby/ARIA", device_map="auto")
https://huggingface.co/AuraRuby/ARIA/resolve/main/vocab.json
hf download hf://AuraRuby/ARIA/vocab.json
curl -L -o vocab.json https://huggingface.co/AuraRuby/ARIA/resolve/main/vocab.json
