https://www.hansking.cn/blog A posts created with Next.js and Tailwind.css en-us admin@hansking.cn (HANS) admin@hansking.cn (HANS) Mon, 09 Feb 2026 10:00:00 GMT https://www.hansking.cn/blog/2026gou-jian-huang-jin-shu-ju-ji-rang-ping-ce-cong-gan-jue-bian-cheng-zheng-ju https://www.hansking.cn/blog/2026gou-jian-huang-jin-shu-ju-ji-rang-ping-ce-cong-gan-jue-bian-cheng-zheng-ju [{"value":"构建黄金数据集：让评测从感觉变成证据","url":"#构建黄金数据集让评测从感觉变成证据","depth":1},{"value":"一、先定义数据集要回答什么问题","url":"#一先定义数据集要回答什么问题","depth":2},{"value":"二、样本要覆盖真实分布和危险边界","url":"#二样本要覆盖真实分布和危险边界","depth":2},{"value":"三、期望答案要写成可判断的标准","url":"#三期望答案要写成可判断的标准","depth":2},{"value":"四、标注需要规则，也需要人","url":"#四标注需要规则也需要人","depth":2},{"value":"五、时间切分和客户切分防止污染","url":"#五时间切分和客户切分防止污染","depth":2},{"value":"六、版本化和变更记录不能省","url":"#六版本化和变更记录不能省","depth":2},{"value":"七、指标要和数据集结构对应","url":"#七指标要和数据集结构对应","depth":2},{"value":"八、黄金集要服务模型、RAG 和 Agent","url":"#八黄金集要服务模型rag-和-agent","depth":2},{"value":"九、数据集不是建完就结束","url":"#九数据集不是建完就结束","depth":2},{"value":"总结：黄金数据集是一种工程记忆","url":"#总结黄金数据集是一种工程记忆","depth":2}] Mon, 09 Feb 2026 10:00:00 GMT admin@hansking.cn (HANS) AILLM数据集评测工程实践