Use the vitals package with ellmer to evaluate and compare the accuracy of LLMs, including writing evals to test local models.

While analysts monitor a handful of charts, AI systems simultaneously track thousands of data points across hundreds of trading pairs, identifying invisible patterns and correlations. More critically, ...

This desktop app for hosting and running LLMs locally is rough in a few spots, but still useful right out of the box.

Bengaluru-based Sarvam AI has outperformed Google’s Gemini and OpenAI’s ChatGPT in Indian language benchmarks, showcasing locally trained models for documents, speech, and low-bandwidth use across ...

Your computer speaks fluent car culture—and you probably never noticed.

Nvidia earlier this month unveiled CUDA Tile, a programming model designed to make it easier to write and manage programs for GPUs across large datasets, part of what the chip giant claimed was its ...

Nvidia has updated its CUDA software platform, adding a programming model designed to simplify GPU management. Added in what the chip giant claims is its “biggest evolution” since its debut back in ...

PyImageCUDA is built for image composition, not computer vision. It provides GPU tools to create, modify, and blend images, rather than analyze or recognize objects within them. Note: pyvips is the ...

When your PC’s performance starts to dip during gaming or demanding tasks, it’s usually a sign of a bottleneck. Figuring out whether it’s your CPU or GPU holding you back can help find the correct ...

Choosing the right upgrade—RAM or GPU first—depends on identifying your PC's bottleneck to maximize gaming performance and system balance. Pixabay, jarmoluk Upgrading a gaming PC enhances overall ...

In PC gaming, your graphics card (GPU) is arguably the most critical component — it shapes how games look, feel, and run. Choosing the best GPU 2025 can make all the difference between silky-smooth ...

Making a program run on startup in Windows ensures your essential apps load the moment you sign in, and in this guide, we’re going to show you how to do that on Windows 11.