PEFT How to use JunejaeKim/roberta-large-lora-token-classification with PEFT:
from peft import PeftModel
from transformers import AutoModelForTokenClassification
base_model = AutoModelForTokenClassification.from_pretrained("roberta-large")
model = PeftModel.from_pretrained(base_model, "JunejaeKim/roberta-large-lora-token-classification")