PEFT How to use NoobCoder10/Error_Detection_And_Correction with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("abhishek/llama-2-7b-hf-small-shards")
model = PeftModel.from_pretrained(base_model, "NoobCoder10/Error_Detection_And_Correction")