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生产全球最便宜Token的实用指南
原标题：Presentation: Producing the World's Cheapest Tokens: A How-to Guide
AI 摘要
在InfoQ的演讲中，Doubleword公司的Meryem Arik指出多数公司在推理上超支2到5倍，甚至一个数量级，因为未优化推理栈。她介绍了如何从零设计推理系统以最低成本生成token，强调非实时、高token量用例（如离线代理、数据生成）的增长，并对比了Cerebras等低延迟但高成本方案与低成本高延迟方案的权衡。
以上摘要由 AI 生成，可能存在误差。事实请以原文为准。
正文节选
Transcript Meryem Arik: Most companies are overpaying for their inference by 2x to 5x, sometimes an order of magnitude for some of their highest token use cases, because they haven't really thought hard enough about what their inference stack looks like and whether their inference stack matches their use case priorities. Today I'm going to walk you through what it takes to design inference systems from scratch when your only goal is to produce tokens at the lowest possible cost. How this kind of
发布时间：2026-08-11 18:05
抓取时间：2026-08-12 01:47
来源机构：InfoQ