PEFT How to use mou3az/QGfinal with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("bigscience/bloom-560m")
model = PeftModel.from_pretrained(base_model, "mou3az/QGfinal") 
