---
id: kvquant-before
title: KVQuant before
tags: before, kvquant
links: 
created_at: 2026-05-03T12:53:07.345487+00:00
updated_at: 2026-05-03T12:53:07.345528+00:00
source: 
---

Before: raw prompt, more clutter, no compression, no semantic retrieval, no memory vault.