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Worldwide Federated Training of Language Models
The reliance of language model training on massive amounts of computation and vast datasets scraped from potentially low-quality, copyrighted, or sensitive data has come into question practically, legally, and ethically.
The Future of Large Language Model Pre-training is Federated
Generative pre-trained large language models (LLMs) have demonstrated impressive performance over a wide range of tasks, thanks to the unprecedented amount of data they have been trained on.
Federated Learning Priorities Under the European Union Artificial Intelligence Act
The age of AI regulation is upon us, with the European Union Artificial Intelligence Act (AI Act) leading the way.
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