PEFT How to use jlpan/starcoder-java2py-program2 with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("bigcode/starcoder")
model = PeftModel.from_pretrained(base_model, "jlpan/starcoder-java2py-program2") 
