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What mathematical pattern did neural language-model scaling laws observe for test loss?

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  1. Power-law trends
  2. Perfectly flat lines
  3. Random monthly cycles

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References

  1. Scaling Laws for Neural Language Models arxiv.org/abs/2001.08361 Checked 2026-10-10.

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