As neural networks grow in size, deploying them on-device increasingly requires special-purpose hardware that parallelizes common operations. But for maximum efficiency, it’s not...
As part of a collaboration that was announced and then subsequently expanded earlier this year, Amazon and Howard University have announced the 2023...
Earlier this year, Amazon and the University of Illinois Urbana-Champaign (UIUC) announced the launch of the Amazon-Illinois Center on Artificial Intelligence for Interactive...
Knowledge distillation (KD) is one of the most effective ways to deploy large-scale language models in environments where low latency is essential. KD...