PEFT How to use GTimothee/sql-code-llama-4bits 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, "GTimothee/sql-code-llama-4bits")