PEFT How to use Fatnaoui/dpo with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("aubmindlab/aragpt2-base")
model = PeftModel.from_pretrained(base_model, "Fatnaoui/dpo") 
