PEFT How to use AiAF/Pretrained-Adapter-SCP-1B-QLoRA with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("meta-llama/Llama-3.2-1B-Instruct")
model = PeftModel.from_pretrained(base_model, "AiAF/Pretrained-Adapter-SCP-1B-QLoRA") 
