PEFT How to use Ghali20/Zephyr_beta_5M with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("HuggingFaceH4/zephyr-7b-alpha")
model = PeftModel.from_pretrained(base_model, "Ghali20/Zephyr_beta_5M")