DeepSeek's mHC: A Deep Dive into Manifold-Constrained Hyper-Connections

Introduction In early January 2026, DeepSeek released a groundbreaking research paper introducing mHC (Manifold-Constrained Hyper-Connections), a novel architectural framework that addresses one of the most persistent challenges in training large lan...