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Word2vec

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00:43
2026-08-29
erikbern.com
artificial-intelligence

My issue with GPU-accelerated deep learning (2016)

Spotify engineer Erik Bernhardsson argues in a 2016 blog post that GPU-accelerated deep learning has a fundamental scalability problem: minibatch complexity scales linearly with the number of paramete…

18:26
2026-08-17
maayanroth.com
large-language-models

In Which I Lose My Mind over Embeddings (HPLM Chapter 2)

Andrey Kurenkov's blog post on The Hundred-Page Language Models Book details Chapter 2, which explains tokenization, embeddings, and Word2vec, highlighting the surprising property that embedding vecto…

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