PEFT How to use gane5hvarma/lora_adapter with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("unsloth/Qwen2.5-7B-Instruct")
model = PeftModel.from_pretrained(base_model, "gane5hvarma/lora_adapter")