LightMem

Définition

xxxxx

Français

LightMem

Anglais

LightMem

Lightweight and Efficient Memory-Augmented Generation

A memory system for Large Language Models that addresses the significant computational overhead of existing memory architectures. The system draws inspiration from human memory processes to create a more efficient approach to storing and retrieving information during extended conversations. By implementing a three-stage memory architecture similar to human cognition, LightMem achieves substantial improvements in both performance and efficiency.

LightMem, a memory system inspired by human memory, enhances LLMs by efficiently managing historical interaction information, improving accuracy and reducing computational costs.

Sources

Sources : huggingface