PEFT How to use Adun/Meta-Llama-3.1-8B-8bit-Instruct-sql-v3 with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("meta-llama/Meta-Llama-3.1-8B-Instruct")
model = PeftModel.from_pretrained(base_model, "Adun/Meta-Llama-3.1-8B-8bit-Instruct-sql-v3") 
