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Hands-on writing on local LLMs, reasoning models, and the practical edges of applied AI.

The S1 Model running locally — Reasoning made transparent

February 14, 2025 · 4 min read

A look at the S1 reasoning model that matches top-tier performance while being trained on just 1,000 examples — and how it runs on a laptop.

3 Ways to Run DeepSeek and Llama Locally

February 11, 2025 · 4 min read

Three practical paths to running Llama 3.3 or DeepSeek on your own hardware — and which one fits which use case.

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February 12, 2025

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