How to use shuttleai/shuttle-3.5-ckpts with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen3-32B") model = PeftModel.from_pretrained(base_model, "shuttleai/shuttle-3.5-ckpts")
