Roy K

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Roy K

Roy K

@roycoding

Author. Data scientist. Machine learner. Ex-physicist. 📚 Zefs Guide to Deep Learning @zefsguides, https://t.co/DpfHkTGRIa 📗 Hiring DSs and MLEs book, https://t.co/rCTmNulf1d

Houston, USA शामिल हुए Mart 2013
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Roy K
Roy K@roycoding·
My new book is finally out! Thanks to everyone who has helped make this a reality! Please check it out if you haven't already.
Zefs Guides@ZefsGuides

🎉🎉Zefs Guide to Deep Learning is finally out🎉🎉 Covering the most important concepts in deep learning, it takes you from basic ML all the way to Transformers and Stable Diffusion The paperback, ebook, and digital flashcards are all available now at zefsguides.com

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Andrej Karpathy
Andrej Karpathy@karpathy·
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.
Simon Willison@simonw

If you use "AI agents" (LLMs that call tools) you need to be aware of the Lethal Trifecta Any time you combine access to private data with exposure to untrusted content and the ability to externally communicate an attacker can trick the system into stealing your data!

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Roy K
Roy K@roycoding·
@RakeshAgrawal When the portal to the other dimension opens, you'll know
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Rakesh Agrawal
Rakesh Agrawal@RakeshAgrawal·
More and more often, I can’t figure out what my daughter is printing on our 3D printer. Anyone?
Rakesh Agrawal tweet media
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Roy K
Roy K@roycoding·
@vboykis This, but for any ML stuff
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vicki
vicki@vboykis·
every time you go to implement an AI feature, think about what sucks about your app and just implement that instead
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Grant Sanderson
Grant Sanderson@3blue1brown·
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
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dr. jack morris
dr. jack morris@jxmnop·
what software was this made with? i don't think you can draw arrows that curve like that w/ Google Drawings
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vicki
vicki@vboykis·
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/ggu…
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vicki@vboykis

Continuing digging deep on GGUF. Anyone have information/oral history of how we went from pickle in pytorch to safetensors, with explicit details around what actually is in a .pt file/state dictionary? Yep, I've looked at all the code/docs, I'm now looking for commentary

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vicki
vicki@vboykis·
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-llm-…
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Tim Hopper
Tim Hopper@tdhopper·
🚀 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
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Tim Hopper
Tim Hopper@tdhopper·
What American cities have mystique? Just LA, SF, and NYC?
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Roy K
Roy K@roycoding·
@vboykis Who are you quote tweeting? I have them blocked. 😎
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Roy K
Roy K@roycoding·
@Jiminy_Kirket Each one should get its own domain name. That will ensure completion!
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James Kirk
James Kirk@Jiminy_Kirket·
In my most optimistic act of the new year I am buying more Arduinos and thinking of projects that I will certainly complete
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Yann LeCun
Yann LeCun@ylecun·
Only a small number of book authors make significant money from book sales. This seems to suggest that most books should be freely available for download. The lost revenue for authors would be small, and the benefits to society large by comparison.
Tren Griffin@trengriffin

A survey of 5,699 published authors, found that in 2022, their median gross pre-tax income from their books was $2,000. You can generate more revenue than that in less time by mowing lawns in your neighborhood. publishersweekly.com/pw/by-topic/in…

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Roy K
Roy K@roycoding·
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!
Zefs Guides@ZefsGuides

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…

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Teddy Petrou
Teddy Petrou@TedPetrou·
@roycoding I just finished reading your DL book. It's a fantastic overview.
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Roy K
Roy K@roycoding·
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 🙏
Zefs Guides@ZefsGuides

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…

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Andrej Karpathy
Andrej Karpathy@karpathy·
New YouTube video: 1hr general-audience introduction to Large Language Models youtube.com/watch?v=zjkBMF… 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.
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Charlie Holtz
Charlie Holtz@charlieholtz·
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:
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खोजें

@RakeshAgrawal @vboykis @alfcnz @jxmnop @rasbt @MozillaAI @tdhopper @Jiminy_Kirket