Tag: parameter efficiency

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Mar, 20 2026

Tokens per Parameter: How Much Data Large Language Models Really Need

Large language models need far more data than most people think. The key is tokens per parameter - and the magic number is 20. Learn why more data beats more parameters and how scaling laws shape today’s AI.