PEFT How to use mitultiwari/llama2_instruct_generation with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("NousResearch/Llama-2-7b-hf")
model = PeftModel.from_pretrained(base_model, "mitultiwari/llama2_instruct_generation")