diff --git a/README.md b/README.md index 7323680..8a93c63 100644 --- a/README.md +++ b/README.md @@ -7,7 +7,7 @@ Welcome! In this repository you will find the code for all examples throughout t
"The Illustrated LLM Book"
-Through the visually educational nature of this book and with **over 250 custom made figures**, learn the practical tools and concepts you need to use Large Language Models today! +Through the visually educational nature of this book and with **almost 300 custom made figures**, learn the practical tools and concepts you need to use Large Language Models today! @@ -81,12 +81,17 @@ We advise to run all examples through Google Colab for the easiest setup. Google
 
 ## Additional Resources
 
-We attempted to put as much information into the book without it being overwhelming. However, even with a 400-page book there is still much to discover! If you are interested in similar illustrated/visual guides we created, these might be of interest to you:
+We attempted to put as much information into the book without it being overwhelming. However, even with a 400-page book there is still much to discover! 
+
+We continue to create more guides that compliment the book and go more in-depth into new and exciting topics:
 
 | [A Visual Guide to Mamba](https://newsletter.maartengrootendorst.com/p/a-visual-guide-to-mamba-and-state)             |  [A Visual Guide to Quantization](https://newsletter.maartengrootendorst.com/p/a-visual-guide-to-quantization) | [The Illustrated Stable Diffusion](https://jalammar.github.io/illustrated-stable-diffusion/) |
 :-------------------------:|:-------------------------:|:-------------------------:
   |   |  
+**[A Visual Guide to Mixture of Experts](https://newsletter.maartengrootendorst.com/p/a-visual-guide-to-mixture-of-experts)**  |   |  
+  |   |  
 
+For more information on these visual/illustrated guides, check out the [bonus](.bonus/) folder.
 
 ## Citation
 
diff --git a/bonus/README.md b/bonus/README.md
new file mode 100644
index 0000000..0422384
Binary files /dev/null and b/bonus/README.md differ
diff --git a/images/bonus_bitnet.png b/images/bonus_bitnet.png
new file mode 100644
index 0000000..1c44d16
Binary files /dev/null and b/images/bonus_bitnet.png differ
diff --git a/images/bonus_int8.png b/images/bonus_int8.png
new file mode 100644
index 0000000..1b3b851
Binary files /dev/null and b/images/bonus_int8.png differ
diff --git a/images/bonus_moe.png b/images/bonus_moe.png
new file mode 100644
index 0000000..34bb5f1
Binary files /dev/null and b/images/bonus_moe.png differ
diff --git a/images/bonus_overview.png b/images/bonus_overview.png
new file mode 100644
index 0000000..8c24878
Binary files /dev/null and b/images/bonus_overview.png differ
diff --git a/images/bonus_sd.png b/images/bonus_sd.png
new file mode 100644
index 0000000..4c399dd
Binary files /dev/null and b/images/bonus_sd.png differ
diff --git a/images/bonus_sd1.png b/images/bonus_sd1.png
new file mode 100644
index 0000000..da523d5
Binary files /dev/null and b/images/bonus_sd1.png differ
diff --git a/images/bonus_ssm.png b/images/bonus_ssm.png
new file mode 100644
index 0000000..fa5721d
Binary files /dev/null and b/images/bonus_ssm.png differ
diff --git a/images/bonus_ssm1.png b/images/bonus_ssm1.png
new file mode 100644
index 0000000..a4fd90d
Binary files /dev/null and b/images/bonus_ssm1.png differ
diff --git a/images/bonus_vmoe.png b/images/bonus_vmoe.png
new file mode 100644
index 0000000..b7f2852
Binary files /dev/null and b/images/bonus_vmoe.png differ
diff --git a/images/moe.png b/images/moe.png
new file mode 100644
index 0000000..757a15d
Binary files /dev/null and b/images/moe.png differ
 
@@ -81,12 +81,17 @@ We advise to run all examples through Google Colab for the easiest setup. Google
 
 ## Additional Resources
 
-We attempted to put as much information into the book without it being overwhelming. However, even with a 400-page book there is still much to discover! If you are interested in similar illustrated/visual guides we created, these might be of interest to you:
+We attempted to put as much information into the book without it being overwhelming. However, even with a 400-page book there is still much to discover! 
+
+We continue to create more guides that compliment the book and go more in-depth into new and exciting topics:
 
 | [A Visual Guide to Mamba](https://newsletter.maartengrootendorst.com/p/a-visual-guide-to-mamba-and-state)             |  [A Visual Guide to Quantization](https://newsletter.maartengrootendorst.com/p/a-visual-guide-to-quantization) | [The Illustrated Stable Diffusion](https://jalammar.github.io/illustrated-stable-diffusion/) |
 :-------------------------:|:-------------------------:|:-------------------------:
   |   |  
+**[A Visual Guide to Mixture of Experts](https://newsletter.maartengrootendorst.com/p/a-visual-guide-to-mixture-of-experts)**  |   |  
+  |   |  
 
+For more information on these visual/illustrated guides, check out the [bonus](.bonus/) folder.
 
 ## Citation
 
diff --git a/bonus/README.md b/bonus/README.md
new file mode 100644
index 0000000..0422384
Binary files /dev/null and b/bonus/README.md differ
diff --git a/images/bonus_bitnet.png b/images/bonus_bitnet.png
new file mode 100644
index 0000000..1c44d16
Binary files /dev/null and b/images/bonus_bitnet.png differ
diff --git a/images/bonus_int8.png b/images/bonus_int8.png
new file mode 100644
index 0000000..1b3b851
Binary files /dev/null and b/images/bonus_int8.png differ
diff --git a/images/bonus_moe.png b/images/bonus_moe.png
new file mode 100644
index 0000000..34bb5f1
Binary files /dev/null and b/images/bonus_moe.png differ
diff --git a/images/bonus_overview.png b/images/bonus_overview.png
new file mode 100644
index 0000000..8c24878
Binary files /dev/null and b/images/bonus_overview.png differ
diff --git a/images/bonus_sd.png b/images/bonus_sd.png
new file mode 100644
index 0000000..4c399dd
Binary files /dev/null and b/images/bonus_sd.png differ
diff --git a/images/bonus_sd1.png b/images/bonus_sd1.png
new file mode 100644
index 0000000..da523d5
Binary files /dev/null and b/images/bonus_sd1.png differ
diff --git a/images/bonus_ssm.png b/images/bonus_ssm.png
new file mode 100644
index 0000000..fa5721d
Binary files /dev/null and b/images/bonus_ssm.png differ
diff --git a/images/bonus_ssm1.png b/images/bonus_ssm1.png
new file mode 100644
index 0000000..a4fd90d
Binary files /dev/null and b/images/bonus_ssm1.png differ
diff --git a/images/bonus_vmoe.png b/images/bonus_vmoe.png
new file mode 100644
index 0000000..b7f2852
Binary files /dev/null and b/images/bonus_vmoe.png differ
diff --git a/images/moe.png b/images/moe.png
new file mode 100644
index 0000000..757a15d
Binary files /dev/null and b/images/moe.png differ