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Overview
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News
How to Land a Frontier Lab Job
How to Land a Frontier Lab Job This won't be a one-size-fits-all suggestion post. Just what I see as a clear path to a desirable position. It's been a year since I gave my first lecture on pretraining in my advisor Kai Li's class. I came back for another
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Gemini Flash Pretraining
Gemini Flash Pretraining Not too long ago, I gave a public talk on Gemini Pretraining to COS 568 by Prof. Kai Li , Systems and Machine Learning. In the talk, I covered what I thought would be an interesting modelling perspective for ML systems students. I
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Distillation Walkthrough
Distillation Walkthrough Distillation is a critical technique towards improving a network's quality while keeping its serving latency constant. This is becoming crucial as people focus on serving larger and larger models. Image found on a href="https://ww
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Sketching Algorithms for Matrix Preconditioning in Neural Network Optimization
Introduction In this blog post, I'll provide data stream background, applied context, motivation, and an overview for my recent work, Sketchy , co-authored with Xinyi Chen , Y. Jennifer Sun , Rohan Anil , and Elad Hazan/a...
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Crinkle Crankle Optimization
A serpentine wall, or crinkle crankle wall, may seem like a surprising structure to use for fences, but may end up being more efficient in terms of building material than a straight fence which must withstand the same horizontal forces. In a post which is
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