Scaling Federated Learning for Fine-Tuning of Large Language Models

Author:

Hilmkil Agrin,Callh Sebastian,Barbieri Matteo,Sütfeld Leon René,Zec Edvin Listo,Mogren Olof

Publisher

Springer International Publishing

Reference28 articles.

1. Adhikari, A., Ram, A., Tang, R., Lin, J.: DocBERT: BERT for document classification. arXiv preprint arXiv:1904.08398 (2019)

2. Devlin, J., Chang, M.W., Lee, K., Toutanova, K.: BERT: pre-training of deep bidirectional transformers for language understanding. In: NAACL-HLT (1), pp. 4171–4186 (2019)

3. Ge, S., Wu, F., Wu, C., Qi, T., Huang, Y., Xie, X.: FedNER: medical named entity recognition with federated learning. arXiv preprint arXiv:2003.09288 (2020)

4. Guha, N., Talwalkar, A., Smith, V.: One-shot federated learning. arXiv preprint arXiv:1902.11175 (2019)

5. Hard, A., et al.: Federated learning for mobile keyboard prediction. CoRR abs/1811.03604 (2018)

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