DeepSeek-V3: Groundbreaking Innovations in AI Models
DeepSeek-V3: Groundbreaking Innovations in AI Models DeepSeek-V3, the latest open-source large language model, not only rivals proprietary models in performance but also introduces groundbreaking innovations across multiple technical areas. This article explores the key advancements of DeepSeek-V3 in architecture optimization, training efficiency, inference acceleration, reinforcement learning, and knowledge distillation. 1. Mixture of Experts (MoE) Architecture Optimization 1.1 DeepSeekMoE: Finer-Grained Expert Selection DeepSeek-V3 employs the DeepSeekMoE architecture, which introduces shared experts compared to traditional MoE (e.g., GShard), improving computational efficiency and reducing redundancy. ...