Companies running large language models face a persistent bottleneck: the memory consumed by key-value caches during ...

If you can identify the bottlenecks that are slowing down your production line, you can speed up manufacturing and increase productivity. In manufacturing, there is always one part of the process that ...

The Information Bottleneck (IB) framework provides a principled approach to learning compact yet predictive representations within neural networks. At its core, the method seeks to compress an input ...