This is a PolyCoder model with 160M parameters, presented in the paper "A Systematic Evaluation of Large Language Models of Code" (MAPS'2022 and ICLR'2022 Workshop Deep Learning 4 Code).
The model was trained on 249 GB of code across 12 programming languages.
Note - this model requires transformers version of at least 4.23.0:
pip install transformers==4.23.0
For more information, see: https://github.com/VHellendoorn/Code-LMs
If you use this model, please cite:
@inproceedings{
xu2022polycoder,
title={A Systematic Evaluation of Large Language Models of Code},
author={Frank F. Xu and Uri Alon and Graham Neubig and Vincent Josua Hellendoorn},
booktitle={Deep Learning for Code Workshop},
year={2022},
url={https://openreview.net/forum?id=SLcEnoObJZq}
}