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April 24, 2026

Scaling Laws for Neural Language Models

Notes

Power-law relationships between compute, data, parameters, and loss. Empirical scaling science.

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metafunctor

Research engineer and computer scientist specializing in machine learning, statistical computing, and open source software development.

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