PEFT How to use MariChatmen/MariChatmen-4B-Experimental with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen3.5-4B-Base")
model = PeftModel.from_pretrained(base_model, "MariChatmen/MariChatmen-4B-Experimental") 
