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nanoAlphaZero: A Single-File JAX Implementation That Trains to 2700 Elo in 24 Hours

Aug 6, 2026·2 min

nanoAlphaZero: A Single-File JAX Implementation That Trains to 2700 Elo in 24 Hours

nanoAlphaZero is a single-file AlphaZero implementation in JAX that trains an Elo 2700+ chess model in 24 hours on a TPU v4-32. The entire RL pipeline is one JIT-compiled JAX function.