PEFT How to use impossibleexchange/dipft with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("baxtos/bigirnik11-33")
model = PeftModel.from_pretrained(base_model, "impossibleexchange/dipft") 
