Chess-GPT, 1000x smaller than GPT-4, plays 1500 Elo chess. We can visualize its internal board state, and it accurately estimates the Elo rating of the players in a game.

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gpt-3.5-turbo-instruct's Elo rating of 1800 is chess seemed magical. But it's not! A 100-1000x smaller parameter LLM given a few million games of chess will learn to play at ELO 1500.

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