Julian Goldie SEO: This Tiny AI Model Makes 28 Decisions a Second

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Meet Julia 1, a tiny open-source AI model that makes 28 decisions per second on a normal CPU, no GPU or cloud needed. See what it's great at, where it failed, and whether it fits your workflow.



00:00 Intro – Tiny model, 28 decisions/sec

00:33 What Is Julia 1 – Picks answers from your list

1:19 Size & Speed – 144M parameters, runs on CPU

2:17 Tablet Test – Runs locally on Android

3:42 Accuracy Results – Beats benchmark on 3 of 4 tasks

4:40 The Failure – 72 lookalike categories

5:46 Multilingual Power – Works across 52 locales

6:46 Best Use Cases – Sorting, routing, scoring

7:35 Limits – Token cap and Python requirements

7:59 How to Get It – Free on Hugging Face

8:32 Final Verdict – When to use it