Venkat Akhil Lakkapragada

The paper introduces CosmicFish-HRM, a compact language model that achieves adaptive reasoning by dynamically allocating computational effort through a Hierarchical Reasoning Module (HRM), showing that this approach can be a scalable alternative to simply increasing model size.