PEFT How to use ArunMoonpai/CodeLlama-SQL-13b with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("codellama/CodeLlama-13b-Instruct-hf")
model = PeftModel.from_pretrained(base_model, "ArunMoonpai/CodeLlama-SQL-13b") 
