PEFT How to use JB1522/starcoder7b-trained with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("bigcode/starcoderbase-7b")
model = PeftModel.from_pretrained(base_model, "JB1522/starcoder7b-trained") 
