repoformer-16b

xiaowu0162/repoformer-16b

repoformer-16b is a machine learning model from xiaowu0162. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.

This is a personal reproduction of the Repoformer-16B model in this paper. This model is trained on ~300k Python chunk and function completion instances created from the Stack.

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At a glance

License: mit
Model type: gpt_bigcode
Access: Public
Created: Oct 8, 2024
Updated: Oct 12, 2024
SHA: 8c080b7a

Model card

From the Hugging Face model README

This is a personal reproduction of the Repoformer-16B model in this paper. This model is trained on ~300k Python chunk and function completion instances created from the Stack.

You can follow the instructions here to use the model.

If you find this useful, please cite:

@inproceedings{DBLP:conf/icml/0054AZR024,
  author       = {Di Wu and
                  Wasi Uddin Ahmad and
                  Dejiao Zhang and
                  Murali Krishna Ramanathan and
                  Xiaofei Ma},
  title        = {Repoformer: Selective Retrieval for Repository-Level Code Completion},
  booktitle    = {Forty-first International Conference on Machine Learning, {ICML} 2024,
                  Vienna, Austria, July 21-27, 2024},
  publisher    = {OpenReview.net},
  year         = {2024},
  url          = {https://openreview.net/forum?id=moyG54Okrj},
  timestamp    = {Mon, 02 Sep 2024 16:55:25 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/0054AZR024.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

Type: gpt_bigcode
License: mit
Created: Oct 8, 2024
Updated: Oct 12, 2024