PEFT How to use AlignmentResearch/Llama-3.3-70B-Instruct-math-lora-reference with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("meta-llama/Llama-3.3-70B-Instruct")
model = PeftModel.from_pretrained(base_model, "AlignmentResearch/Llama-3.3-70B-Instruct-math-lora-reference")