https://answer.freetools.me/tags/%E6%B8%A9%E5%BA%A6%E9%87%87%E6%A0%B7/ Recent content in 温度采样 on Answer Hugo -- 0.152.2 zh-cn Thu, 12 Mar 2026 05:41:44 +0800 https://answer.freetools.me/seed%E5%8F%82%E6%95%B0%E4%B8%BA%E4%BB%80%E4%B9%88%E8%BF%99%E4%B8%AA%E6%95%B4%E6%95%B0%E8%83%BD%E5%86%B3%E5%AE%9A%E5%A4%A7%E6%A8%A1%E5%9E%8B%E7%9A%84%E8%BE%93%E5%87%BA%E8%BD%A8%E8%BF%B9/ Thu, 12 Mar 2026 05:41:44 +0800 https://answer.freetools.me/seed%E5%8F%82%E6%95%B0%E4%B8%BA%E4%BB%80%E4%B9%88%E8%BF%99%E4%B8%AA%E6%95%B4%E6%95%B0%E8%83%BD%E5%86%B3%E5%AE%9A%E5%A4%A7%E6%A8%A1%E5%9E%8B%E7%9A%84%E8%BE%93%E5%87%BA%E8%BD%A8%E8%BF%B9/ 深入解析大语言模型中seed参数的技术原理：从伪随机数生成器的底层实现，到温度采样的数学机制，再到GPU非确定性的根源。涵盖system_fingerprint、批次不变性、以及生产环境中实现可复现输出的完整工程实践。