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[ARTICLE · art-135810] src=dev.to ↗ pub= topic=large-language-models verified=true sentiment=↑ positive

A Simple Tool for Finding the Right Open-Source LLM for Your Hardware

A developer has highlighted LLMFit, an open-source tool that inspects a machine's CPU, RAM, and GPU and recommends local large language models suited to that hardware. The project, hosted on GitHub under AlexsJones, aims to spare developers the trial and error of downloading models their machines cannot run efficiently, and is pitched at those experimenting with Ollama or building local LLM side projects.

by read1 min views1 publishedSep 21, 2026

I’ve been exploring local AI models lately, and one question keeps coming up:

"Which model can actually run on my machine?"

With so many options available, it's easy to spend time down a model only to find out your laptop struggles to run it.

That's why I found LLMFit interesting. It checks your system specs (CPU, RAM, and GPU) and suggests LLMs that are a good fit for your hardware. The project is designed to help developers quickly find models that can run efficiently on their machines.

If you're learning AI, experimenting with Ollama, or building side projects with local LLMs, it might save you some trial and error.

👉 GitHub: [LLMFit](https://github.com/AlexsJones/llmfit)

Have you tried running LLMs locally? I'd love to hear which models work best on your setup.

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