[r/ML] [P] NanoJudge: Instead of prompting a big LLM once, it prompts a tiny LLM thousands of times.

Summary

NanoJudge is an open-source Rust tool designed to overcome the limitations of large LLMs in ranking extensive lists of items. Instead of a single complex prompt, it leverages a smaller, local LLM to perform thousands of simple pairwise comparisons. These micro-decisions are then statistically aggregated using Bradley-Terry scoring and Bayesian MCMC sampling to generate accurate overall rankings.

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