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In Mini-PC Barebone

Using Lemonade Server for local AI tasks and it works very well. Using the AMD XRT PPA the NPU is supported, and there are plenty of community resources online (youtube, discord, github) to help get started doing stuff. It's fast enough and got plenty of memory for running 120B models or doing big vibe coding projects. Token generation between 35-50 tokens per second which isn't screaming fast but is quite usable. 1024x1024 Flux-2-Klein-4B runs in under 2 minutes with a 2048 token prompt. Highly power efficient. My regular ryzen workstation idles at 80W, 10x more than the 8W of this box. Good thermal management, it doesn't make a whole lot of noise in balanced mode even when doing sustained work.

Very fast and quiet, easy to setup. Plugged in all peripherals everything works.

Fast boot time, speedy internals. Runs proxmox with little to no hassle Handles most linux distros with ease. Small form factor and surprisingly modular, I was pleasantly supersized with the amount of onboard M.2 slots.

Assembled easily, no functional problems, easy setup.

No bloat, No Spyware, Quiet, stays cool, Windows 11 installed

Great little pc. Small, easy to transport. Power of a desktop, convenience of a laptop. Configuration 96GB ram 4TB SSD

I got the Intel Core Ultra 5 225H with 2x 8Gb M425R1GB4BB0-CQK RAM and I can multi-task like crazy. 15 browser tabs opened, 2 of them are YouTube. No freezing. Solid.

It is quick to be ready out of the box. It does play games very well for its size ( tested non HD ) sim city, world of tanks, ark ( fps above 40 ) small versatile design that makes it fit well anywhere Performs well on all the stuff that the internet has to offer.

Very easy to set up. I'm not game player but for the work I am doing daily including data analyses, graphs and videos display, and office work, this little PC is super fast and very stable. The new USB4 port is an enormous upgrade from the old VGA port. Good storage device flexibility as well.