PKC MARK – Open-source local AI benchmark tool for LLMs and Diffusers

Summary: PKC Mark is an open-source Python-based tool that benchmarks local AI models, including LLMs like Llama and Diffusers, using your own GPU or CPU. It provides detailed performance metrics without relying on external APIs or costs.

What it does

It measures the speed and performance of various AI models directly on local hardware and generates detailed reports. The tool supports multiple models such as LLMs and Stable Diffusion.

Who it's for

Developers and AI enthusiasts who want to evaluate AI model performance on their own machines.

Why it matters

It standardizes benchmarking across different local setups, enabling accurate hardware performance comparisons without API fees.