PEFT How to use ayoubto/adria with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("TheBloke/Mistral-7B-Instruct-v0.2-GPTQ")
model = PeftModel.from_pretrained(base_model, "ayoubto/adria")