Smallest transformer that can add two 10-digit numbers

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Gen Z For Change has been behind many of the viral tools used by online organizers. Last year, they launched a resource to help pressure hotels to refuse boarding ICE agents. The group's team and affiliated creator network were working behind the scenes to galvanize votes for New York City mayor Zohran Mamdani. Previous coding campaigns include the Gen Z for Palestine resource hub, immigration resource toolkit F.I.G.H.T,, and abortion organizing tool S.A.F.E.R.

Task: Implement Large Lempel-Ziv. As a benchmark, compress all of Project Gutenberg; evaluate the resulting model numerically for autoregressive tokens/second and its ability to compress the Gutenberg corpus (perplexity), and qualitatively for its ability to write prose, technical documentation, code, poems, translations, one-shot prompts, etc. Provide a Nix flake which can be used to reproduce all results.

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