---
title: "Discussion on \"HumanEval on a MacBook — 81.7% pass@1, Wi-Fi off\" | Hashnode"
description: "Discussion on \"HumanEval on a MacBook — 81.7% pass@1, Wi-Fi off\". Qwen 3 Coder 30B (8-bit MLX) scored 81.7% pass@1 on HumanEval running on a single M5 Max MacBook with Wi-Fi off. Real run, all 164 problems, 14 minutes wall-clock. The first measured number for this variant on this hardware."
url: "https://hashnode.com/posts/humaneval-on-a-macbook-817-pass1-wi-fi-off/69f249e6d44286ff9fe543a9"
---

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Discussion

# [HumanEval on a MacBook — 81.7% pass@1, Wi-Fi off](https://ineedhemp.hashnode.dev/humaneval-on-a-macbook-817-pass1-wi-fi-off?utm_source=hashnode&utm_medium=feed)

Qwen 3 Coder 30B (8-bit MLX) scored 81.7% pass@1 on HumanEval running on a single M5 Max MacBook with Wi-Fi off. Real run, all 164 problems, 14 minutes wall-clock. The first measured number for this variant on this hardware.

Apr 29 · 3 min read · ineedhemp.hashnode.dev  
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-   [#ai](https://hashnode.com/tag/ai)
-   [#benchmark](https://hashnode.com/tag/benchmark)
-   [#macbook](https://hashnode.com/tag/macbook)
-   [#machine-learning](https://hashnode.com/tag/machine-learning)
-   [#open-source](https://hashnode.com/tag/open-source)

## Written by

[Matt Macosko](https://hashnode.com/@ineedhemp)

@ineedhemp · Arcata, CA

  
[View profile](https://hashnode.com/@ineedhemp)

Builder @ Divine Tribe. Vaporizer hardware, A-Frame WebXR, Python automation, WordPress/Woo commerce. 13+ yrs cannabis tech.

I build cannabis commerce tech at Divine Tribe — 4 WordPress/WooCommerce stores (ineedhemp.com, nicedreamzwholesale.com, tribeseedbank.com, marijuanaunion.com), an A-Frame WebXR marketplace called The Farmstand, Python/Flask HQ dashboards, and trading/automation agents. 13 years of vaporizer hardware design. Writing here about indie commerce, WebXR, and right-to-repair hardware.

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