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A team from the Hong Kong University of Science and Technology built HarnessSQL, a text-to-SQL agent using DeepSeek's framework, which achieves 45.2% accuracy on the Spider 2.0-SQLite benchmark. Posted to arXiv in October and covered by Xinzhiyuan on November 2, the project demonstrates how small models can outperform larger ones on enterprise database tasks through four specific tools.
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DeepSeek Releases DeepInfer Inference Engine

DeepSeek Website Code Reveals Cyber Model

DeepSeek open-sources DeepInfer, its internal production stack designed to accelerate inference, optimize chip performance, and reduce energy and compute costs (Saritha Rai/Bloomberg)