PEFT How to use Rayabharapu/starcoder2-16k-17k with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("bigcode/starcoder2-3b")
model = PeftModel.from_pretrained(base_model, "Rayabharapu/starcoder2-16k-17k") 
