PEFT How to use roydev99/qwen2-7b-instruct-amazon-description with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen2-VL-7B-Instruct")
model = PeftModel.from_pretrained(base_model, "roydev99/qwen2-7b-instruct-amazon-description") 
