---
title: "#skidl articles | Hashnode"
description: "Explore 1 articles tagged #skidl on Hashnode. Tutorials, guides, and how-tos from the community."
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# #skidl

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[Abijah Kajabika](https://hashnode.com/@abijahkaj) · [May 9](https://hashnode.com/posts/teaching-a-small-llm-to-design-electronic-circuits-fine-tuning-qwen3-4b-on-100k-kicad-netlists/69ffa4c5f239332df4fea2bd)

### [Teaching a Small LLM to Design Electronic Circuits: Fine-Tuning Qwen3-4B on 100K KiCad Netlists](https://blog.abijah.me/teaching-a-small-llm-to-design-electronic-circuits-fine-tuning-qwen3-4b-on-100k-kicad-netlists?utm_source=hashnode&utm_medium=feed)

How I built a 100K-example dataset of executable circuit netlists and fine-tuned a 4B parameter model that scores 88% on functional circuit generation, rivaling GPT-4o's published benchmarks. The Pro

9 min read · [blog.abijah.me](https://blog.abijah.me/teaching-a-small-llm-to-design-electronic-circuits-fine-tuning-qwen3-4b-on-100k-kicad-netlists?utm_source=hashnode&utm_medium=feed)
