Stanford Research Open-Sources Memorilla, a Latent Memory Module for Frozen LLMs
Stanford researchers have released Memorilla, an open-source memory system for LLMs. The Memorilla memory system reads a whole document collection and hands a frozen LLM just 16 memory tokens. On FactKG, a frozen Qwen3-8B scored 84.33% with Memorilla, against 80.43% with every document in context. It did that with 108x fewer document tokens. Code, training…
