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Add CITATION.cff, update citations
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26 changes: 26 additions & 0 deletions CITATION.cff
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cff-version: "1.2.0"
date-released: 2020-04
message: "If you use this software, please cite it as below."
title: "Hivemind: A Library For Decentralized Deep Learning"
url: "https://github.com/learning-at-home/hivemind"
authors:
- family-names: Ryabinin
given-names: Max
- family-names: Borzunov
given-names: Alexander
- family-names: Diskin
given-names: Michael
- family-names: Gusev
given-names: Anton
- family-names: Mazur
given-names: Denis
- family-names: Plokhotnyuk
given-names: Vsevolod
- family-names: Bukhtiyarov
given-names: Alexey
- family-names: Samygin
given-names: Pavel
- family-names: Sinitsin
given-names: Anton
- family-names: Chumachenko
given-names: Artem
57 changes: 54 additions & 3 deletions README.md
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Expand Up @@ -124,10 +124,12 @@ If you found hivemind or its underlying algorithms useful for your research, ple

```bibtex
@misc{hivemind,
title = {{H}ivemind: a {L}ibrary for {D}ecentralized {D}eep {L}earning},
author = {Learning{@}home team},
title = {{H}ivemind: {D}ecentralized {D}eep {L}earning in {P}y{T}orch},
author = {Max Ryabinin and Alexander Borzunov and Michael Diskin and Anton Gusev and Denis Mazur and Vsevolod Plokhotnyuk and Alexey Bukhtiyarov and Pavel Samygin and Anton Sinitsin and Artem Chumachenko},
month = apr,
year = 2020,
howpublished = {\url{https://github.com/learning-at-home/hivemind}}
address = {Online},
url = {https://github.com/learning-at-home/hivemind}
}
```

Expand Down Expand Up @@ -202,6 +204,55 @@ at [mryab/learning-at-home](https://github.com/mryab/learning-at-home)):
}
```

["Petals: Collaborative Inference and Fine-tuning of Large Models"](https://arxiv.org/abs/2209.01188)

```bibtex
@inproceedings{borzunov-etal-2023-petals,
title = {Petals: Collaborative Inference and Fine-tuning of Large Models},
author = {Borzunov, Alexander and Baranchuk, Dmitry and Dettmers, Tim and Ryabinin, Max and Belkada, Younes and Chumachenko, Artem and Samygin, Pavel and Raffel, Colin},
year = 2023,
month = jul,
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations)},
publisher = {Association for Computational Linguistics},
address = {Toronto, Canada},
pages = {558--568},
doi = {10.18653/v1/2023.acl-demo.54},
url = {https://aclanthology.org/2023.acl-demo.54},
editor = {Bollegala, Danushka and Huang, Ruihong and Ritter, Alan},
}
```

["SWARM Parallelism: Training Large Models Can Be Surprisingly Communication-Efficient"](https://arxiv.org/abs/2301.11913)

```bibtex
@inproceedings{ryabinin2023swarm,
title = {{SWARM} Parallelism: Training Large Models Can Be Surprisingly Communication-Efficient},
author = {Ryabinin, Max and Dettmers, Tim and Diskin, Michael and Borzunov, Alexander},
year = 2023,
month = {23--29 Jul},
booktitle = {Proceedings of the 40th International Conference on Machine Learning},
publisher = {PMLR},
series = {Proceedings of Machine Learning Research},
volume = 202,
pages = {29416--29440},
url = {https://proceedings.mlr.press/v202/ryabinin23a.html},
editor = {Krause, Andreas and Brunskill, Emma and Cho, Kyunghyun and Engelhardt, Barbara and Sabato, Sivan and Scarlett, Jonathan},
pdf = {https://proceedings.mlr.press/v202/ryabinin23a/ryabinin23a.pdf}
}
```

["Distributed Inference and Fine-tuning of Large Language Models Over The Internet"](https://arxiv.org/abs/2312.08361)

```bibtex
@inproceedings{borzunov2023distributed,
title = {Distributed Inference and Fine-tuning of Large Language Models Over The Internet},
author = {Alexander Borzunov and Max Ryabinin and Artem Chumachenko and Dmitry Baranchuk and Tim Dettmers and Younes Belkada and Pavel Samygin and Colin Raffel},
year = 2023,
booktitle = {Thirty-seventh Conference on Neural Information Processing Systems},
url = {https://openreview.net/forum?id=XmN7ZNbUAe}
}
```

</details>

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