The DeepSeek Series: A Technical Overview
The appearance of DeepSeek Large-Language Models has caused a lot of discussion and angst since their latest versions appeared at the beginning of 2025. But much of the value of DeepSeek's work comes from the papers they have published over the last year. This article provides an overview of these papers, highlighting three main arcs in this research: a focus on improving cost and memory efficienc