Infinite context windows from Google research?!

https://arxiv.org/abs/2404.07143

The first line of the abstract got me:

This work introduces an efficient method to scale Transformer-based Large Language Models (LLMs) to infinitely long inputs with bounded memory and computation...

This in combination with the recent research on equal context window for memory efficient training has me convinced that, beyond the release of multimodal LLM as the next frontier of cutting edge, the next barrier that will be broken is memory efficient training and inference allowing the use of …

abstract beyond combination computation context context window equal inputs language language models large language large language models line llm llms machinelearningnews memory multimodal next release research scale training transformer work