Liang Wenfeng participated in the publication of a retrospective paper: "DeepSeek reveals for the first time the extended solution behind the V3 model."

DeepSeek has just published a retrospective paper entitled "In-depth analysis of DeepSeek-V3: Challenges and hardware considerations in extending AI architecture," with Liang Wenfeng as one of the authors. This paper deeply analyzes the latest large-scale model DeepSeek-V3 and its AI infrastructure expansion plan. The practice of DeepSeek-V3 fully proves the enormous potential of hardware-software co-design in improving the scalability, efficiency, and robustness of AI systems.