PEFT How to use byesher/plan-then-code-lora-14b with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("/root/autodl-tmp/Qwen2.5-Coder-14B")
model = PeftModel.from_pretrained(base_model, "byesher/plan-then-code-lora-14b") 
