DeepSeek unveiled its next-generation large language model, DeepSeek-V3.2-Exp, on September 29, 2025, and released it as open source on Hugging Face. The new model features a sparse attention architecture that reduces computational resource consumption while improving inference efficiency, especially for long-text tasks, advancing China’s AI software-hardware collaboration.