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Scaling Laws for Neural Language Models

Source
arxiv.org
Author
Jared Kaplan et al.
Date
Why it matters

This is where 'bigger reliably means better' got its evidence, and where the curve's shape — smooth and predictable across orders of magnitude — first let labs forecast a model's performance before training it. It also set the priorities Chinchilla later corrected.

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