The tech world is buzzing with Google’s latest release of PaliGemma 2, and frankly, it’s about time we had something this substantial in the open-source vision language model space. Running my development server in the spare room, I’ve been tinkering with various vision models over the past few months, but this release feels different.

What makes PaliGemma 2 particularly interesting is its range of model sizes - 3B, 10B, and notably, the 28B version. The 28B model is especially intriguing because it sits in that sweet spot where it’s powerful enough to be genuinely useful but still manageable for local hardware setups. With my RTX 3080 gathering dust between flight simulator sessions, the prospect of running a sophisticated vision model locally is rather appealing.