PEFT How to use apol/gemma4-12b-it-libre-benign-adapter with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("C:\\Users\\MGManchon\\Documents\\Codex\\2026-06-02\\goal-ablietra-gemma4-31b-dense-para\\work\\gemma4-12b-it-text-only")
model = PeftModel.from_pretrained(base_model, "apol/gemma4-12b-it-libre-benign-adapter") 
