29 lines
2.4 KiB
Markdown
29 lines
2.4 KiB
Markdown
# Bonus Material
|
|
|
|
With the incredible growth of Language AI in recent years, capturing everything in a single book (even with 400 pages!)
|
|
is near impossible. That does not mean one should not try and come up with a creative solution to this problem of size and growth.
|
|
|
|
We decided to cover the fundamentals of LLMs in the book which left us with an interesting opportunity.
|
|
Using the book as a starting point, we could continue creating visual/illustrative content that explore
|
|
certain topics in-depth that could not be covered that way in the book.
|
|
|
|
<p align="center"><i>All bonus materials enhance the book through the same <b>visual</b> and <b>illustrative</b> style of the book</i></p>
|
|
|
|
After reading the book, you are ready to go through these more complex topics through highly visual, detailed, and in-depth guides. Because you are already familiar with our illustrative styles, reading through these advanced concepts should be a breeze!
|
|
|
|
<p align="center">
|
|
<a href="https://www.amazon.com/Hands-Large-Language-Models-Understanding/dp/1098150961"><img src="../images/bonus_overview.png" width="100%"></a>
|
|
</p>
|
|
|
|
To get a feeling of each piece of additional content, click any of the markdown files in the folder to get a short description of what it is about, or you can go directly to these visual educative articles:
|
|
|
|
1. [**Hands-On Large Language Models**](https://www.amazon.com/Hands-Large-Language-Models-Understanding/dp/1098150961)
|
|
2. [How **Transformer LLMs** Work](https://www.deeplearning.ai/short-courses/how-transformer-llms-work/?utm_campaign=handsonllm-launch&utm_medium=partner)
|
|
3. [A Visual Guide to **Quantization**](https://newsletter.maartengrootendorst.com/p/a-visual-guide-to-quantization)
|
|
4. [A Visual Guide to **Mamba and State Space Models**](https://newsletter.maartengrootendorst.com/p/a-visual-guide-to-mamba-and-state)
|
|
5. [A Visual Guide to **Mixture of Experts** (MoE)](https://newsletter.maartengrootendorst.com/p/a-visual-guide-to-mixture-of-experts)
|
|
6. [The Illustrated **Stable Diffusion**](https://jalammar.github.io/illustrated-stable-diffusion/)
|
|
7. [A Visual Guide to **Reasoning LLMs**](https://newsletter.maartengrootendorst.com/p/a-visual-guide-to-reasoning-llms)
|
|
8. [The Illustrated **DeepSeek-R1**](https://newsletter.languagemodels.co/p/the-illustrated-deepseek-r1)
|
|
9. [A Visual Guide to **LLM Agents**](https://newsletter.maartengrootendorst.com/p/a-visual-guide-to-llm-agents)
|