PEFT How to use markredito/gemma-pip-finetuned-v2 with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("google/gemma-3-1b-it")
model = PeftModel.from_pretrained(base_model, "markredito/gemma-pip-finetuned-v2") 
