Private AI on Your Device Just Got Up to 50% Faster

If you've ever used an AI assistant that works without the internet — like a chatbot on your laptop that doesn't send what you type to a cloud server — you're using something like llama.cpp. It's a free, open-source tool that lets AI models run entirely on your own hardware. The latest version, called b10707, makes these local models respond faster, especially when they have a lot of information to remember.

Here's why it matters to you. Imagine you're using a private AI to summarize a long book or hold a deep conversation. Before this update, the AI would slowly scan through all its 'memory' each time it produced a word. Now it only looks at the parts that matter. In tests, this made medium-length conversations about 30% faster, and very long ones (the equivalent of a full novel) over 50% faster. On a powerful graphics card, that jumps from roughly 56 words per second to 74 — a noticeable speed boost.

In plain terms, the update fixes a waste of effort. The AI's memory is like a library, and the old approach checked every shelf to find one book. The new approach goes straight to the right aisle. The result isn't just speed. Your device also uses less energy, which means longer battery life when you're on a laptop or phone.

Best of all, this isn't locked behind a subscription. It's free and works across Windows, Mac, Android, and iOS. Whether you're a privacy fan, a power user, or just curious about running AI at home, this update makes the experience smoother and more practical than ever.