PEFT How to use shrenikb/sparsegpt25sparsityagg with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("shrenikb/sparsegpt25sparsitymodel")
model = PeftModel.from_pretrained(base_model, "shrenikb/sparsegpt25sparsityagg") 
