---
title: "Discussion on \"A 267k-parameter intent classifier trained from scratch, running in the browser\" | Hashnode"
description: "Discussion on \"A 267k-parameter intent classifier trained from scratch, running in the browser\". Imagine two support messages. One says the cash machine kept my card; the other says the card came back but I got no money. Both mention a cash machine and a card, and both describe different problems"
url: "https://hashnode.com/posts/a-267k-parameter-intent-classifier-trained-from-scratch-running-in-the-browser/6af1a914505cbdce509ceef8"
---

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[十方空烬 · Ember ☄️](https://hashnode.com/@widechaos)

I build AI, backend and cloud systems, and share practical work on agents, voice, real-time interaction, open source and automation.

1h ago

# [A 267k-parameter intent classifier trained from scratch, running in the browser](https://widechaos.hashnode.dev/a-267k-parameter-intent-classifier-trained-from-scratch-running-in-the-browser?utm_source=hashnode&utm_medium=feed)

Imagine two support messages. One says the cash machine kept my card; the other says the card came back but I got no money. Both mention a cash machine and a card, and both describe different problems

widechaos.hashnode.dev 5 min read

[#machine-learning](https://hashnode.com/tag/machine-learning)

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