PEFT How to use scthornton/qwen2.5-coder-7b-securecode with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen2.5-Coder-7B-Instruct")
model = PeftModel.from_pretrained(base_model, "scthornton/qwen2.5-coder-7b-securecode")