InverseCoder: Unleashing the Power of Instruction-Tuned Code LLMs with Inverse-Instruct

A series of code LLMs named InverseCoder is presented, which surpasses the performance of the original code LLMs on a wide range of benchmarks, including Python text-to-code generation, multilingual coding, and data-science code generation.