PEFT How to use bigcode/astraios-1b-ptuning with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("bigcode/starcoderbase-1b")
model = PeftModel.from_pretrained(base_model, "bigcode/astraios-1b-ptuning") 
