This sounds like a pretty important development for Transformers

Roy has the best (and shortest, which helps it be best) embeddings definition: roycoding.com/blog/2022/embe…

I'm currently experimenting with pay-what-you-want for the Zefs Guide to Deep Learning ebook. So get your free copy now. Or, you know, pay a few bucks for a nice book on all things deep learning! zefsguides.com

Get a FREE copy of Zefs Guide to Deep Learning (ebook) right now! ...or pay whatever you'd like Based on the positive response to my "pay-what-you-want" pricing experiment, I've decided to extend that for at least another month (Sep 2023). zefsguides.com

Anti-hype LLM Reading List This is actually a really good list of papers and reading materials on LLMs. Love the curation by vicki 🦋. gist.github.com/veekaybee/be37…

Lot's of good stuff in this talk about LLMs

Zefs Guide to Deep Learning Flashcards (Flashcards (PDF, Anki, PNG formats)) by Roy Keyes is on sale on Leanpub! Its suggested price is $25.00; get it for $10.00 with this coupon: leanpub.com/sh/oqnVFrVQ Roy K #Ai #MachineLearning #DigitalTransformation

Right now the ebook of Zefs Guide to Deep Learning is pay-what-you-want. That means you can get three ebook and the flashcards together for only $10 while the flashcards are still on sale!

The bundle Zefs Guide to Deep Learning: Book + Flashcards by Roy Keyes is on sale on Leanpub! Its suggested price is $60.00; get it for $14.00 with this coupon: leanpub.com/b/zefsguide2dl… Roy K #ComputerProgramming #Ai #MachineLearning

My other book is on sale right now too! It's a step by step guide to hiring data/ML people and has some great interviews with hiring managers from across the tech world.

If you are interested in buying copies of Zefs Guide to Deep Learning for your team, I have several packages available on Leanpub. Right now the five pack is on sale!

The bundle Zefs Guide to Deep Learning: Book + Flashcards by Roy Keyes is on sale on Leanpub! Its suggested price is $60.00; get it for $14.00 with this coupon: leanpub.com/b/zefsguide2dl… Roy K #ComputerProgramming #Ai #MachineLearning

Learn from the best

ChatGPT and all the LLMs you hear about are powered by Deep Learning. Give the gift of knowledge this year with a copy of Zefs Guide to Deep Learning 🎁 The ebook is free (or pay what you want). The paperback is an even better present! zefsguides.com

Project #2: LLM Visualization So I created a web-page to visualize a small LLM, of the sort that's behind ChatGPT. Rendered in 3D, it shows all the steps to run a single token inference. (link in bio)

Thanks to everyone who promoted my give away on Leanpub, Zefs Guide to Deep Learning is now the #1 free machine learning and AI book on Leanpub! Please retweet to see if I can really give away 1,000 copies🎅🎁🎅🎁 leanpub.com/zefsguide2dl/c…

To round off the year, I pulled together some notes on "Stuff we figured out about AI in 2023" We figured out a lot! simonwillison.net/2023/Dec/31/ai…

I just posted the first of what will be several chapters about transformers, which in the last year has been the most requested topic for the channel. youtu.be/wjZofJX0v4M