PEFT How to use kyryl-opens-ml/duckdb-text-to-sql with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("google/gemma-2b")
model = PeftModel.from_pretrained(base_model, "kyryl-opens-ml/duckdb-text-to-sql") 
