PEFT How to use DS4AI-UPB/gemma4-ro-e2e-lora with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("/export/home/acs/prof/dragos.vasile2603/synasc2026/models/gemma-4-31b-it")
model = PeftModel.from_pretrained(base_model, "DS4AI-UPB/gemma4-ro-e2e-lora") 
