PEFT How to use gvij/gpt-j-code-alpaca-instruct with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("EleutherAI/gpt-j-6b")
model = PeftModel.from_pretrained(base_model, "gvij/gpt-j-code-alpaca-instruct")