README.md

metadata

license: cc-by-nc-sa-4.0
task_categories:
  - text-generation
language:
  - en
tags:
  - code
size_categories:
  - n<1K

Code with Proofs Benchmark

Main essay: A Proposal for Safe and Hallucination-free Coding AI

This dataset contains an initial benchmark set of code-with-proof problems with solutions. There are 24 problems, mostly simple non-recursive functions and simple recursion on natural numbers and lists. Each problem statement consists of a natural language description, a function signature, and the formal specification consisting of up to two theorem statements. Currently in Lean only; translation to other languages is welcome.

Files

• easy.jsonl: the problem statements in JSONL format. Fields include "description", "function_signature", "theorem_signature", "theorem2_signature"
• EasyBenchmark.lean: the solutions including function implementations and proofs. Requires Mathlib.