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The Scaling Law Formula

  • Scaling laws in artificial intelligence (AI) describe how increasing computational resources, data, and model parameters lead to improvements in AI performance.
  • The scaling law formula suggests that bigger models trained on more data with greater computational power tend to perform better.
  • These scaling laws offer a predictive framework for understanding how improvements in key variables drive overall AI intelligence.
  • As the size of the model, volume of training data, or computational resources increase, the AI's performance improves predictably.

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