gmo @gmosync
data science, msai student Joined July 2015-
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Learning advanced math ahead of time is the greatest educational/career life hack. When a student learns a lot of advanced math ahead of time, they unlock the opportunity to dig into a wide variety of specialized fields that are usually reserved for graduates with strong…
Learning advanced math ahead of time is the greatest educational/career life hack. When a student learns a lot of advanced math ahead of time, they unlock the opportunity to dig into a wide variety of specialized fields that are usually reserved for graduates with strong…
For agents to improve over time, they can’t afford to forget what they’ve already mastered. We found that supervised fine-tuning forgets more than RL when training on a new task! Want to find out why? 👇
Training deep networks on my macbook air really hits home just how incredible of a technological feat these things are. I can stream spotify, scroll X, and watch college football all while creating human-like intelligence algorithms in the background. I love silicon.
We did a very careful study of 10 optimizers with no horse in the race. Despite all the excitement about Muon, Mars, Kron, Soap, etc., at the end of the day, if you tune the hyperparameters rigorously and scale up, the speedup over AdamW diminishes to only 10% :-( Experiments…
We did a very careful study of 10 optimizers with no horse in the race. Despite all the excitement about Muon, Mars, Kron, Soap, etc., at the end of the day, if you tune the hyperparameters rigorously and scale up, the speedup over AdamW diminishes to only 10% :-( Experiments…
Thinking about how the anti-Gell-Mann Amnesia effect plagues experienced developers resisting using AI
I oftentimes think of my mind as a black box, yet here I am. There’s a time and place for interpretability like there’s a time and place to explore philosophy.
I oftentimes think of my mind as a black box, yet here I am. There’s a time and place for interpretability like there’s a time and place to explore philosophy.

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