slothnotes: let a tiny local model read your notes so you don’t have to

说明与用途

slothnotes 是一个本地 CLI 工具，使用小型 Qwen2.5‑0.5B‑Instruct 模型对笔记进行摘要，输出每条记录的一行摘要，并可生成摘要文件。

问题

Users have many notes they never reread and spend time opening each file to remember its content.

结果

On an 8‑core CPU, slothnotes summarized four sample notes in about 3 seconds, saving the user the time of opening each file.

工作流

• Point slothnotes at a folder of .md or .txt files
• The CLI loads a Qwen2.5‑0.5B‑Instruct GGUF model via llama.cpp
• It runs one prompt per note and outputs a summary line
• Optionally writes a digest.md containing all summaries

证据

It runs a small open‑weight model (Qwen2.5-0.5B-Instruct, Q4_K_M GGUF, about 490 MB) on the CPU through llama.cpp.

来源

On an 8-core CPU with no GPU, it summarized all four in about 3 seconds.

来源

The tiny model got a grocery detail wrong. It listed "half a loaf of bread" when the note actually says to skip bread.

来源