PEFT How to use ptrc/gemma-text-to-sql-modified with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("google/gemma-3-4b-pt")
model = PeftModel.from_pretrained(base_model, "ptrc/gemma-text-to-sql-modified") 
