PEFT How to use dbg-adapter/surface 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/surface") 
