---
title: Heed - 80% of Sonnet on a phone
emoji: 🎙️
colorFrom: green
colorTo: gray
sdk: static
pinned: true
license: apache-2.0
short_description: How a 0.6B on-device model reached 80% of Claude Sonnet
models:
- mohitkrconnect/heed-tasks-qwen3-0.6b
tags:
- on-device
- task-extraction
- small-language-model
- research
---

# Heed study

How the Heed task model was built and evaluated: the sealed test, the LLM judge and how it was checked against a human, the metric, the data and the training.