Jungwook Choi

MapCoder-Lite: Distilling Multi-Agent Coding into a Single Small LLM

2025 · arXiv (Cornell University)

Large language models (LLMs) have advanced code generation from single-function tasks to competitive-programming problems, but existing multi-agent solutions either rely on costly large-scale (>30B) models or collapse when downsized to small open-source models. We present …