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---
license: apache-2.0
---
Python & Java AST (Abstract Syntax Tree) and DFG (Data Flow Graph) data used in the paper [GALLa: Graph Aligned Large Language Models for Improved Source Code Understanding](https://arxiv.org/abs/2409.04183), along with node type embeddings (`node_type_embedding.pth`) and code to generate stage 2 instruction data (`instruction-text.ipynb`). Please refer to the paper and [Github repo](https://github.com/codefuse-ai/GALLa) for further details.
If you use this dataset, please cite the following paper:
```
@misc{zhang2024gallagraphalignedlarge,
title={GALLa: Graph Aligned Large Language Models for Improved Source Code Understanding},
author={Ziyin Zhang and Hang Yu and Shijie Li and Peng Di and Jianguo Li and Rui Wang},
year={2024},
eprint={2409.04183},
archivePrefix={arXiv},
primaryClass={cs.CL},
url={https://arxiv.org/abs/2409.04183},
}
``` |