PEFT How to use AI4DS/NL2SQL_Llama3_70B with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("meta-llama/Meta-Llama-3-70B-Instruct")
model = PeftModel.from_pretrained(base_model, "AI4DS/NL2SQL_Llama3_70B")