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- [BUILD GPT: HOW AI WORKS](https://www.amazon.com/dp/9152799727?ref_=cm_sw_r_cp_ud_dp_W3ZHCD6QWM3DPPC0ARTT_1) - explains how to code a Generative Pre-trained Transformer, or GPT, from scratch.
- [Hands-On Large Language Models: Language Understanding and Generation](https://www.llm-book.com/) - Explore the world of Large Language Models with over 275 custom made figures in this illustrated guide!
- [The Chinese Book for Large Language Models](http://aibox.ruc.edu.cn/zws/index.htm) - An Introductory LLM Textbook Based on [*A Survey of Large Language Models*](https://arxiv.org/abs/2303.18223).
- [Rearchitecting LLMs](https://www.manning.com/books/rearchitecting-llms) - Structural techniques for efficient models.

## Great thoughts about LLM
- [Why did all of the public reproduction of GPT-3 fail?](https://jingfengyang.github.io/gpt)
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