#668 · Primary category: Education & Research
aigc
《构筑大语言模型应用:应用开发与架构设计》一本关于 LLM 在真实世界应用的开源电子书,介绍了大语言模型的基础知识和应用,以及如何构建自己的模型。其中包括Prompt的编写、开发和管理,探索最好的大语言模型能带来什么,以及LLM应用开发的模式和架构设计。
Project last updated:01/23/24
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Why we included this project
This is an open-source ebook, written in Chinese, that grew out of the author's own LLM projects built with colleagues at Thoughtworks and elsewhere in the open source community. It covers prompt writing and prompt-as-code management, then moves on to how large language models change the software development workflow, including the Unit Mesh architecture pattern. That structure gives developers and tech leads a reference that is easier to follow than scattered blog posts. There is also material on fine-tuning open-source models for specific scenarios and LLMOps, which helps small teams get from prototype to something they can run. It's a book rather than a tool, so the real value is the practical, experience-based guidance.
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