PEFT How to use shrenikb/Transferagg7 with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("shrenikb/sparsegpt75sparsitymodel")
model = PeftModel.from_pretrained(base_model, "shrenikb/Transferagg7") 
