Luke Salamone's Blog

Distilling Stockfish with One Billion Positions (opens in new tab)

TLDR: I extracted fens and stockfish evaluations for 3.9 billion chess positions. I then trained a neural network on 1 billion of them. To my knowledge, this is the largest open state-value chess dataset released. The dataset is released as the Gigafish dataset on Huggingface. Loss continued to decrease during the entire training run, strongly suggesting the importance of data volume.

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