Citation

Abstract

We present a methodology for partitioning large transformer networks into disconnected components with limited intercommunication, allowing them to be hosted by a collection of machines in a space-based environment. We describe how this method would reduce the memory and power demands of large AI models, outlining a pathway toward their future use in space exploration.

Keywords

neural networks artificial intelligence communication network

Details

Volume
42-245
Published
May 15, 2026
Pages
1–28
File Size
1.2 MB