nuprl/MultiPL-T-CodeLlama_70b

MultiPL-T CodeLlama-70b

This repository holds several CodeLlama-13b fine-tunes, all fine-tuned on MultiPL-T data. Examine the commit message to determine the language. Due to disk space constraints, we were not able to save all checkpoints. Instead, we have uploaded the best checkpoint for each language.

For more information the training process, see the MultiPL-T paper:

@misc{cassano:multipl-t,
      title={Knowledge Transfer from High-Resource to Low-Resource Programming Languages for Code LLMs}, 
      author={Federico Cassano and John Gouwar and Francesca Lucchetti and Claire Schlesinger and Anders Freeman and Carolyn Jane Anderson and Molly Q Feldman and Michael Greenberg and Abhinav Jangda and Arjun Guha},
      year={2024},
      eprint={2308.09895},
      archivePrefix={arXiv},
      primaryClass={cs.PL}
}

For usage instructions, see the model card for the original model. Replace the model name with the name of this repository, and set revision=COMMIT_HASH.