PEFT How to use gnuchev/luminus-coder-7b-sft-adapter with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen2.5-Coder-7B-Instruct")
model = PeftModel.from_pretrained(base_model, "gnuchev/luminus-coder-7b-sft-adapter") 
