#Manifold-Constrained Hyperconnection

DeepSeek V4 Deep Technical Breakdown: Million-Token Context and Extreme Cost Efficiency

Deep analysis of DeepSeek V4's core architecture: Hybrid Compressed Attention, Manifold-Constrained Hyperconnection, and MUON optimizer—how they cut inference costs by 10x and enable million-token context processing.