---
license: openrail
library_name: transformers
datasets:
- nuprl/MultiPL-T
---

# MultiPL-T StarCoder2-15b


This repository holds several [StarCoder2-15b](https://huggingface.co/bigcode/starcoder2-15b) fine-tunes, all fine-tuned on MultiPL-T data. 
Examine the commit message to determine the language and checkpoint. We have a checkpoint
for each epoch.


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`.