PEFT How to use codelion/scorelora with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("unsloth/meta-llama-3.1-8b-instruct-bnb-4bit")
model = PeftModel.from_pretrained(base_model, "codelion/scorelora")