from peft import PeftModel
from transformers import AutoModelForCausalLM

base_model = AutoModelForCausalLM.from_pretrained("google/gemma-3-1b-pt")
model = PeftModel.from_pretrained(base_model, "hackergeek98/gemma-finetuned")