PEFT How to use pmmcbride/code-llama-7b-text-to-sql with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("codellama/CodeLlama-7b-hf")
model = PeftModel.from_pretrained(base_model, "pmmcbride/code-llama-7b-text-to-sql") 
