In 50-game matches, an 8-billion-parameter Llama beat a 70-billion-parameter Llama more often than it lost, while larger models generated longer reasoning traces but not reliably better scores.
Prompting large language model for machine translation: A case study,
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Can LLMs Play \^O \u{A}n Quan Game? A Study of Multi-Step Planning and Decision Making
In 50-game matches, an 8-billion-parameter Llama beat a 70-billion-parameter Llama more often than it lost, while larger models generated longer reasoning traces but not reliably better scores.