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[FormulaCode](https://formula-code.github.io/) is a *live* benchmark for evaluating the holistic ability of LLM agents to optimize codebases. FormulaCode consists of two parts: a pipeline to construct performance optimization tasks, and an [execution harness](https://github.com/formula-code/terminal-bench) that connects a language model to our terminal sandbox. _This repository contains the task generation pipeline._
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[FormulaCode](https://formula-code.github.io/) is a *live* benchmark for evaluating the holistic ability of LLM agents to optimize codebases. FormulaCode consists of two parts: a [pipeline](https://github.com/formula-code/datasmith) to construct performance optimization tasks, and an [execution harness](https://github.com/formula-code/terminal-bench) that connects a language model to our terminal sandbox. _This repository contains the task generation pipeline._
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`datasmith` is a python package for automatically curating and managing [FormulaCode](https://formula-code.github.io/) tasks. After installation, `datasmith` is designed to run as a monthly CRON job that updates the FormulaCode dataset with new commits and repositories.
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