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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.

Windows 11 Pro preinstalled. No bloatware; just a nice clean Windows install. Everything is as described. 2 USB4 ports, one in front, one in back. 1 HDMI. 1 DisplayPort. 4K @ 60 Hz monitors attached and working well. This PC is more quiet than my laptop. You almost can't hear it. I was planning to change power settings in the BIOS to run in Quiet mode, but it is so quiet, I don't think I will do that. I love how small this computer is. I plan to add a 3rd monitor using a USB4 C to DisplayPort cable.

This would be my 2nd mini pc from Minisforum.. Their products just work. Love the zero bloatware in the OS... Their tech support is beyond excellent. Even convinced my boss to get one for the office. Working perfectly for over a year now.

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.

All you need for Home Office use. Very small, runs cool Up to date Wifi, USB and monitor connectivity

-I got this just to run my media server since the raspberry pi wasnt cutting it for video encoding, I was assuming Id just run a headless gentoo installation and keep things minimal. The CPU is a beast! I got the most bloated arch hyprland setup (Ml4w) and it runs beautifully with a containerized media server (Jellyfin, Prowlarr, Jackett, multiple Usenets and NZB indexers + tailscale webapp hosting so my family can add stuff remotely) and it honestly has plenty of room to spare! I only put 16 GB of DDR5 ram in it as well. -The build quality is astoundingly good, I literally found this machine by searching for cheapest Chinesium barebones pc made of bamboo. But the thing is metal, feels s o l i d, has good airflow, and the internals are well seated. -Very good engineering/design, the 1st ssd slot is slightly raised as to not touch the control module battery. That sounds small but its a chefs kiss when so many builds have irreconcilable placement issues

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.

- High end processor for laptop standards - So small it's basically an enclosure for the processor - Upgradable to 64Gb and has two nvme slots - Decent internal GPU (Radeon 780M) and it can borrow system RAM up to 16GB - Good thermals (uses liquid metal on the CPU). The nvme drives have their own thermal pads and fan.