Context Cascade Compression Achieves 20x Compression With 60% Performance Retention In Long-Context Tasks

Context Cascade Compression Achieves 20x Compression With 60% Performance Retention In Long-context Tasks

A new method, called C3 Compression, significantly improves the ability of large language models to process very long texts by compressing information into a smaller number of tokens with up to 40times greater accuracy than previous approaches, demonstrating a potential limit for text and image compression technologies.

Cascade Rewind: Casting a long shadow

It’s October 2005. Your PlayStation 2 has been with you for a few years now, and at this point you’ve got a pretty good sense of what most games have […]