PEFT How to use dbg-adapter/soi with PEFT:
from peft import PeftModel
from transformers import AutoModelForTokenClassification
base_model = AutoModelForTokenClassification.from_pretrained("gguichard/camembert-large-resaved")
model = PeftModel.from_pretrained(base_model, "dbg-adapter/soi") 
