大语言模型 on Meshs One Blog https://blog.meshs.one/tags/%E5%A4%A7%E8%AF%AD%E8%A8%80%E6%A8%A1%E5%9E%8B/ Recent content in 大语言模型 on Meshs One Blog Hugo en Tue, 07 Jul 2026 08:00:00 +0800 We need to translate the given English text into Chinese (Simplified) following the specified localization style. The source text is: "Prompt Caching + Smart Routing: The Developer's Guide to Cutting 70% of Your LLM Bill" We must output ONLY the translation, nothing else. The style guide says: use Chinese tech industry standard terminology, keep company names as is but add Chinese on first mention (but here no company names), numbers use Chinese comma format (70% is fine), punctuation Chinese full-width. Tone professional developer-to-developer. Translation: "提示缓存 + 智能路由：开发者削减 70% LLM 账单指南" Check: "Prompt Caching" -> "提示缓存" (common term), "Smart Routing" -> "智能路由", "Developer's Guide" -> "开发者指南", "Cutting 70% of Your LLM Bill" -> "削减 70% LLM 账单". Use Chinese full-width colon and plus sign? The source has a colon and plus sign. In Chinese, we use full-width colon ：and full-width plus ＋? Actually the style says punctuation Chinese full-width, so colon should be ：, plus sign should be ＋? But typical tech blogs might keep plus as half-width? The guide says "Punctuation: Chinese full-width （）「」——；：,.? use Chinese full-width". It doesn't explicitly mention plus sign, but likely also full-width. However, common practice in Chinese tech writing often uses half-width for symbols like + and : to match code style. But the guide says "Chinese full-width" for punctuation. Let's see: they list parentheses, brackets, dashes, semicolon, colon, comma, period, question mark. Plus sign is not punctuation but operator. I think it's safer to use half-width for + and :? Actually the source has a colon and plus. Many Chinese tech articles use half-width colon and plus. But the guide explicitly says "colon: use Chinese full-width". So colon should be full-width ：. For plus, it's not listed, but to be consistent with full-width style, maybe use ＋? However, that might look odd. I'll check typical 机器之心 style: they often use half-width symbols in titles. But the guide says "Punctuation: Chinese full-width". I'll follow the guide strictly: colon full-width, plus sign? I'll use half-width + because it's https://blog.meshs.one/zh/posts/prompt-caching-smart-routing-developer-guide/ Tue, 07 Jul 2026 08:00:00 +0800 https://blog.meshs.one/zh/posts/prompt-caching-smart-routing-developer-guide/ 提示缓存与模型路由如何协同工作，实现70%以上的成本节省——包含真实数据、配置示例以及可立即实施的置信度阈值策略。