There are a couple of new books on the topic that are slated to drop any day now, IIRC. Of what's already published, a few I'm familiar with include:

Transformers for Natural Language Processing and Computer Vision: Explore Generative AI and Large Language Models with Hugging Face, ChatGPT, GPT-4V, and DALL-E 3

https://www.amazon.com/gp/product/1805128728/

Transformer, BERT, and GPT: Including ChatGPT and Prompt Engineering

https://www.amazon.com/gp/product/1683928989/

Introduction to Transformers for NLP: With the Hugging Face Library and Models to Solve Problems

https://www.amazon.com/gp/product/1484288432

Transformers for Machine Learning: A Deep Dive

https://www.amazon.com/gp/product/0367767341/

Natural Language Processing with Transformers, Revised Edition

https://www.amazon.com/gp/product/1098136799

EDIT:

a couple of the ones that I thought were still pending have now been released. I haven't read any of these, but they are ones that caught my eye and that I was planning to get:

Large Language Models: A Deep Dive: Bridging Theory and Practice

https://www.amazon.com/gp/product/3031656466

Building LLMs for Production: Enhancing LLM Abilities and Reliability with Prompting, Fine-Tuning, and RAG

https://www.amazon.com/gp/product/B0D4FFPFW8

Building LLM Powered Applications: Create intelligent apps and agents with large language models

https://www.amazon.com/gp/product/1835462316

The "not yet released" group still includes:

Build a Large Language Model (From Scratch) (ships Oct. 29th)

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

I haven't seen any yet. Closest thing to that that I've seen would be something like one of these:

https://www.amazon.com/Transformers-Natural-Language-Process...

https://www.amazon.com/Natural-Language-Processing-Transform...

https://www.amazon.com/Generative-Deep-Learning-Teaching-Mac...

I wish I could give you a detailed review of all of those, but sadly while I have all three, I've been too slammed with other stuff to make much progress on any of them. :-(

And while it's not a book, there's that video series by Andrej Karpathy:

https://www.youtube.com/playlist?list=PLAqhIrjkxbuWI23v9cThs...