
Author. Data scientist. Machine learner. Ex-physicist. 📚 Zefs Guide to Deep Learning @zefsguides, https://xitter.cf/t.co/DpfHkTGRIa 📗 Hiring DSs and MLEs book, https://xitter.cf/t.co/rCTmNulf1d
Houston, USA
Joined March 2013
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Roy K retweeted
RT to help Simon raise awareness of prompt injection attacks in LLMs.
Feels a bit like the wild west of early computing, with computer viruses (now = malicious prompts hiding in web data/tools), and not well developed defenses (antivirus, or a lot more developed kernel/user space security paradigm where e.g. an agent is given very specific action types instead of the ability to run arbitrary bash scripts).
Conflicted because I want to be an early adopter of LLM agents in my personal computing but the wild west of possibility is holding me back.
Replying to @RakeshAgrawal
When the portal to the other dimension opens, you'll know
Roy K retweeted
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
Roy K retweeted
I wrote a very long post on what a machine learning artifact is, how files work, safetensors, pickle, and a lot more, as a way to understand GGUF.
Thanks especially to everyone in this thread who added historical context around safetensors.
vickiboykis.com/2024/02/28/g…
Roy K retweeted
Evaluating LLMs is HARD, so I'm excited to share a bit of what we've been working on at @MozillaAI from the NeurIPS 1 LLM + 1GPU + 1Day challenge last fall.
The write-up includes background on eval + repo with sample K8s infra. More soon!
blog.mozilla.ai/exploring-ll…
Roy K retweeted
🚀 I've just launched the landing page for the Python Developer Tooling Handbook!
A free ebook where I will dive deep into the tools that make Python development a breeze (from packaging to linting, type checking to formatting).
Check it out 👉 pydevtools.com/
Replying to @tdhopper
This is a long article, but probably has what you're looking for
en.wikipedia.org/wiki/Mystiq…
Replying to @vboykis
Who are you quote tweeting? I have them blocked.
😎
Replying to @Jiminy_Kirket
Each one should get its own domain name. That will ensure completion!
Replying to @ylecun
I switched my deep learning (e)book to "pay what you want"
zefsguides.com
Roy K retweeted

Leanpub@leanpub16 Dec 2023
Canada
CanadaConnected via WebAccount-level information, not a live location or per-post device.
Hiring Data Scientists and Machine Learning Engineers by Roy Keyes is on sale on Leanpub! Its suggested price is $34.99; get it for $10.00 with this coupon: leanpub.com/sh/YsllZwVP @roycoding #Ai #BusinessAndManagement #DataScience #EngineeringManagement #MachineLearning
Roy K retweeted

Leanpub@leanpub9 Dec 2023
Canada
CanadaConnected via WebAccount-level information, not a live location or per-post device.
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/HUDnTw8B @roycoding #Ai #MachineLearning #DigitalTransformation
Giving away free stuff is a lot of effort 😎, but so far a lot of people have picked up free copies of my deep learning book.
Right now I just want to get it out there.
I promise that reading it is much, much easier than writing it was! Check it out!
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/F…
I honestly think this is a better book than a lot of what's out there on machine learning and deep learning.
It's a short book covering the most important concepts in the current AI techniques.
I want to let people know that they can get it for free, so please retweet 🙏
I want to give away 1,000 copies of the Zefs Guide to Deep Learning ebook! 🎅
Please retweet if you know anyone who wants to learn about the tech powering AI, ChatGPT, and Stable Diffusion🤖
Right now the ebook is free!
(or pay-what-you-want)
leanpub.com/zefsguide2dl/c/F…
Buy the paperback of Zefs Guide to Deep Learning and then pick up a free copy of the ebook to get updates (goodbye typos 👋) and learn anytime, anywhere.
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
Roy K retweeted
New YouTube video: 1hr general-audience introduction to Large Language Models
youtube.com/watch?v=zjkBMFhN…
Based on a 30min talk I gave recently; It tries to be non-technical intro, covers mental models for LLM inference, training, finetuning, the emerging LLM OS and LLM Security.
Roy K retweeted
David Attenborough is now narrating my life
Here's a GPT-4-vision + @elevenlabs python script so you can star in your own Planet Earth:













