Beyond Scale: Engineering Compute-Optimal Language Models
1. Beyond Scale – A New Paradigm for LLM Efficiency Early work by Kaplan et al. (2020)1 revealed power-law relationships between model size, dataset volume, and training compute, suggesting that l...