其实我们刚写了一本书，就是为你这种背景量身打造的——特别是如果你对“AI”的兴趣主要集中在 LLM，而且你偏向视觉型学习的话。书名叫《Hands-On Large Language Models》，里面包含了 300 张原创图解，阐述了这类模型最重要的两百多个直觉概念和应用场景。你也可以在 O'Reilly 平台上在线阅读。我发现一旦掌握了……
We actually just wrote a book with your profile in mind -- especially if by "AI" you're especially interested in LLMs and if you're a visual learner. It's called Hands-On Large Language Models and it contains 300 original figures explaining the main couple hundred intuitions and applications for these models. You can also read it online on the O'Reilly platform. I find that after acquiring…
求啥来啥！去看看《Hands-On Large Language Models: Language Understanding and Generation》吧。……另外我也想顺便提一下这本书，虽然不太符合你的要求：https://www.thelittlelearner.com[
Ask and... ye shall receive! Check out `Hands-On Large Language Models: Language Understanding and Generation`. ...I wanna mention this book as well, although it doesn't fit the criteria: https://www.thelittlelearner.com[
…https://www.amazon.com/gp/product/1633437167 《LLM Engineer's Handbook: Master the art of engineering Large Language Models from concept to production》（11月11日发货）https://www.amazon.com/gp/product/1836200072 《Hands-On Large Language Models: Language Understanding and Generation》（发货时间未知？？？）https://www.amazon.com/gp/product/1098150961
…https://www.amazon.com/gp/product/1633437167 LLM Engineer's Handbook: Master the art of engineering Large Language Models from concept to production (ships Nov. 11th) https://www.amazon.com/gp/product/1836200072 Hands-On Large Language Models: Language Understanding and Generation (ships ???) https://www.amazon.com/gp/product/1098150961
……LangChain”。某位知名的 ML 大佬甚至还开了一门关于 LangChain 的课，搞得好像它是了解 LLM 的“基石”一样。我也很惊讶/失望地发现，O'Reilly 出品的那本原本很出色的《Hands-on Large Language Models》里居然有大量使用这个库的示例。2023年4月，我们（CMU/威斯康星大学麦迪逊分校的研究人员）研究过这个库，想搭建一个和那些开箱即用……略有不同的简单 RAG 工作流。
…LangChain". A certain well-known ML person even runs a course on LangChain, as if it's a "fundamental" thing to know about LLMs. I was also surprised/disappointed to see that the otherwise excellent "Hands-on Large Language Models" book from O'Reilly has extensive examples using this library. In Apr 2023 we (CMU/UW-Madison researchers) looked into this lib to build a simple RAG workflow that was slightly different from the canned…
你读过他的那本《Hands-On Large Language Models》吗？看着挺有意思，但我怀疑在如今这种技术发展速度下，一本书到底能不能跟得上趟。
Have you read his book Hands-On Large Language Models? Looks interesting, but I'm skeptical that a book can feasibly stay up to date with the speed of development.
这里应该把 Jay Alammar 和 Maarten Grootendorst 写的《Hands-on Large Language Models》也算进去。
This should include "Hands-on Large Language Models" by Jay Alammar and Maarten Grootendorst.
其实我们刚写了一本书，就是为你这种背景量身打造的——特别是如果你对“AI”的兴趣主要集中在 LLM，而且你偏向视觉型学习的话。书名叫《Hands-On Large Language Models》，里面包含了 300 张原创图解，阐述了这类模型最重要的两百多个直觉概念和应用场景。你也可以在 O'Reilly 平台上在线阅读。我发现一旦掌握了……
We actually just wrote a book with your profile in mind -- especially if by "AI" you're especially interested in LLMs and if you're a visual learner. It's called Hands-On Large Language Models and it contains 300 original figures explaining the main couple hundred intuitions and applications for these models. You can also read it online on the O'Reilly platform. I find that after acquiring…
求啥来啥！去看看《Hands-On Large Language Models: Language Understanding and Generation》吧。……另外我也想顺便提一下这本书，虽然不太符合你的要求：https://www.thelittlelearner.com[
Ask and... ye shall receive! Check out `Hands-On Large Language Models: Language Understanding and Generation`. ...I wanna mention this book as well, although it doesn't fit the criteria: https://www.thelittlelearner.com[
…https://www.amazon.com/gp/product/1633437167 《LLM Engineer's Handbook: Master the art of engineering Large Language Models from concept to production》（11月11日发货）https://www.amazon.com/gp/product/1836200072 《Hands-On Large Language Models: Language Understanding and Generation》（发货时间未知？？？）https://www.amazon.com/gp/product/1098150961
…https://www.amazon.com/gp/product/1633437167 LLM Engineer's Handbook: Master the art of engineering Large Language Models from concept to production (ships Nov. 11th) https://www.amazon.com/gp/product/1836200072 Hands-On Large Language Models: Language Understanding and Generation (ships ???) https://www.amazon.com/gp/product/1098150961
……LangChain”。某位知名的 ML 大佬甚至还开了一门关于 LangChain 的课，搞得好像它是了解 LLM 的“基石”一样。我也很惊讶/失望地发现，O'Reilly 出品的那本原本很出色的《Hands-on Large Language Models》里居然有大量使用这个库的示例。2023年4月，我们（CMU/威斯康星大学麦迪逊分校的研究人员）研究过这个库，想搭建一个和那些开箱即用……略有不同的简单 RAG 工作流。
…LangChain". A certain well-known ML person even runs a course on LangChain, as if it's a "fundamental" thing to know about LLMs. I was also surprised/disappointed to see that the otherwise excellent "Hands-on Large Language Models" book from O'Reilly has extensive examples using this library. In Apr 2023 we (CMU/UW-Madison researchers) looked into this lib to build a simple RAG workflow that was slightly different from the canned…
你读过他的那本《Hands-On Large Language Models》吗？看着挺有意思，但我怀疑在如今这种技术发展速度下，一本书到底能不能跟得上趟。
Have you read his book Hands-On Large Language Models? Looks interesting, but I'm skeptical that a book can feasibly stay up to date with the speed of development.