Scaling Federated Learning for Fine-Tuning of Large Language Models

Agrin Hilmkil, Sebastian Callh, Matteo Barbieri, Leon René Sütfeld, Edvin Listo Zec, Olof Mogren. Scaling Federated Learning for Fine-Tuning of Large Language Models. In Elisabeth Métais, Farid Meziane, Helmut Horacek, Epaminondas Kapetanios, editors, Natural Language Processing and Information Systems - 26th International Conference on Applications of Natural Language to Information Systems, NLDB 2021, Saarbrücken, Germany, June 23-25, 2021, Proceedings. Volume 12801 of Lecture Notes in Computer Science, pages 15-23, Springer, 2021. [doi]

Abstract

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