---
id: before-note
title: Before note
tags: before, kvquant
links: 
created_at: 2026-05-03T13:00:31.958755+00:00
updated_at: 2026-05-03T13:00:31.958774+00:00
source: 
---

Before: the model sees a raw prompt, more clutter, and no compressed memory.