PEFT How to use dejanai/gemma-embed-stage-2 with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("google/gemma-3-1b-pt")
model = PeftModel.from_pretrained(base_model, "dejanai/gemma-embed-stage-2") 
