DKV: Open-source KV-cache compression framework for local LLM inference (CLI + technical report)

Hi everyone! Over the past five months I've been working on DKV (DifferentialKV), an open-source project exploring KV-cache compression for long-context local LLM inference. The goal is to reduce KV-cache memory requirements through anchor-based representations, joint low-rank compression, exa

中文全文翻译正在补齐，可先查看下方英文原文。

Hi everyone! Over the past five months I've been working on DKV (DifferentialKV), an open-source project exploring KV-cache compression for long-context local LLM inference. The goal is to reduce KV-cache memory requirements through anchor-based representations, joint low-rank compression, exa