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How to hire ML engineers/researchers
I’m going to assume that you’ve figured out how to find candidates which appear great on paper and your only problem is figuring out which of them to…
Jan 16
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How to hire ML engineers/researchers
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October 2024
Papers I've read this week: vision language models
They kept releasing VLMs, so I kept writing...
Oct 28, 2024
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Papers I've read this week: vision language models
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July 2024
Papers I've read this week
This is a grab bag of papers.
Jul 10, 2024
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Papers I've read this week
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March 2024
How does batching work on modern GPUs?
The first and most important optimization you can do for any modern deep learning system, generally speaking, is to implement batching.
Mar 1, 2024
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How does batching work on modern GPUs?
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January 2024
Where do LLMs spend their FLOPS?
LLM theory, with a hint of empirical work
Jan 29, 2024
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Where do LLMs spend their FLOPS?
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December 2023
The evolution of the LLM API market
Before I studied machine learning, I was an Econ grad student banging out OLS problem sets (I see the OLS equation— (X’X)^-1X’y— whenever I close my…
Dec 13, 2023
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The evolution of the LLM API market
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The evolution of the LLM API market
Note: if you’re coming to this post online, this is the same as the free post, I ran into issues opening this article up on Substack.
Dec 12, 2023
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The evolution of the LLM API market
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November 2023
Transformer inference tricks
How to make your model run faster than a greased pig
Nov 23, 2023
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Transformer inference tricks
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October 2023
Why do LLMs use greedy sampling?
"Greedy sampling is the worst form of sampling, except all those other forms that have been tried from time to time." - Winston Churchill, if he worked…
Oct 17, 2023
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Why do LLMs use greedy sampling?
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September 2023
More on Mixture of Experts models
6 papers on different routing mechanisms
Sep 7, 2023
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More on Mixture of Experts models
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August 2023
Papers I’ve read this week, Mixture of Experts edition
I read a bunch of papers about conditional routing models
Aug 4, 2023
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Papers I’ve read this week, Mixture of Experts edition
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June 2023
The market for AI companies
After being laid low by a sick child turning into a sick family, I’ve got a bunch of articles in the queue, and I hope to have another one up by the end…
Jun 18, 2023
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The market for AI companies
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