README.md

---
title: MGDebugger
emoji: 📈
colorFrom: pink
colorTo: green
sdk: gradio
sdk_version: 4.44.1
app_file: space_demo.py
pinned: false
license: apache-2.0
---


This demo is a simplified version of the approach described in the paper, ["From Code to Correctness: Closing the Last Mile of Code Generation with Hierarchical Debugging"](https://arxiv.org/abs/2410.01215)

```
@misc{shi2024codecorrectnessclosingmile,
      title={From Code to Correctness: Closing the Last Mile of Code Generation with Hierarchical Debugging}, 
      author={Yuling Shi and Songsong Wang and Chengcheng Wan and Xiaodong Gu},
      year={2024},
      eprint={2410.01215},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2410.01215}, 
}
```
We are highly inspired by [LDB](https://huggingface.co/spaces/shangdatalab-ucsd/LDB) 🚀✨