PEFT How to use agentica-org/DeepSWE-Verifier with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen3-14B")
model = PeftModel.from_pretrained(base_model, "agentica-org/DeepSWE-Verifier")