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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Anubis is a compromise. Anubis uses a Proof-of-Work scheme in the vein of Hashcash, a proposed proof-of-work scheme for reducing email spam. The idea is that at individual scales the additional load is ignorable, but at mass scraper levels it adds up and makes scraping much more expensive.