PEFT How to use umerbappi/LyricGen with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("unsloth/llama-3.2-3b-instruct-bnb-4bit")
model = PeftModel.from_pretrained(base_model, "umerbappi/LyricGen")