PEFT How to use ISLAM-PO/MasryGPT-Flash-Adapter with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("aubmindlab/aragpt2-base")
model = PeftModel.from_pretrained(base_model, "ISLAM-PO/MasryGPT-Flash-Adapter") 
