PEFT How to use kixlab/DiscoverLLM-technical-writing-Llama-3.1-8B-Instruct with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("meta-llama/Llama-3.1-8B-Instruct")
model = PeftModel.from_pretrained(base_model, "kixlab/DiscoverLLM-technical-writing-Llama-3.1-8B-Instruct") 
