Compressing Lengthy Context With UltraGist

Understand

Compressing lengthy context is a critical but technically challenging problem.

• In this paper, we propose a new method called UltraGist, which is distinguished for its high-quality compression of lengthy context due to the innovative design of the compression and learning algorithm.
• UltraGist brings forth the following important benefits.
• Firstly, it notably contributes to the flexibility of compression, as it can be effectively learned to support a broad range of context lengths and compression ratios.