LoopUS: Recasting Pretrained LLMs into Looped Latent Refinement Models

Taekhyun Park, Yongjae Lee, Dohee Kim +1

Looped computation shows promise in improving the reasoning-oriented performance of LLMs by scaling test-time compute. However, existing approaches typically require either trainin…