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In Barebone / Mini Computers

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.

-Much smaller than a built computer, and smaller than a laptop! -The cpu runs 4.0ghz on all cores, impressive for a mobile CPU -GPU runs significantly well on linux for all applications. Light-mid gaming. Some games are not really possible due to the fact that it is not a discrete card. But you are getting the best performance from this little computer. -Great BIOS. You can make settings changes better than some of the other motherboard companies. I specifically like the fact that you can change the power draw that that it can pull (choose 54 watts if you want maximum performance! I promise it is worth it!) -RJ45 port (ethernet) runs as well as can be expected. -HDMI port, and 2 USB-C (with a 40gbps port and PID-in [if you want to power a display this way]) are very good additions. As well you do get 4 USB 3.1 ports. -The internal cooling is top notch! Airflow beats even that of laptops

- Runs games and other CPU intensive programs really well - Fits 2x NVME M.2 drives even with - With the right case it fits a full size GPU (RTX 3090 Ti pictured) - Sips power due to being a mobile CPU especially at idle - Compact complete package without any CPU setup needed

so far plays no matter what i throw at it

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

- The reason why i liked this product was because it made things easier for me in the sense of streaming. As of this specific processor it was perfect for my needs and almost meets the expecatations of my gaming laptops processor in terms of performance and reliatebility. - My laptop is an old Lenovo Legion 15ACH6 with a ryzen 7 5800h cpu with rtx 3060 8gb graphics card , HOWEVER im unable to stream and play games on the pc and it gets very toasty if i do , and even with my added cooler from IETS GT , i couldnt believe that it would do this let alone leading me to this decision of gettinga nother pc to handle the hardwork for my many scene collections and sources and fx - As for my streaming, i dabble with music production, djing and very rarely playing variety of videogames aswell, under the name as TechFreq and on my laptop Im able to stream at 720p 60fps and maybe more if i do some tweaking a bit with obs studio HOWEVER im still limited due to the demand of resources from my music software and gaming resources it all eats so much cpu and ram its ridiculous BUT paired with this hardware from the mini p this was exactly what ive been needing for such the task. and it can also stream at 720p60fps without an issue! - FYI im also using my elgato game capture hd 60 s through usb 3.1 on the exisitng ports on the mini pc, and my duplicate usb type c adapter to route the hdmi signals to my gaming monitor yes confusing BUT yet again, i was very excited to finally get a capture going , as ive had issue with my office pc with little to no performance compared to this mini pc, my office pc let alone was an optiplex 990MT with an upgraded gt 710 2gb low profile gpu, that could barely handle 72030fps especially from my old capture card, and since theirs no pcie lanes that can support or usb 3 ports i was out of luck up until but this MINI PC beat that in a heart beat with more frames with better temps and faster transfers than my pc could ever pull, thank you again this was awesome! - Also a unique thing with beelink, it has a nice custom boot logo which is nice and dandy too! and wonderfuly gift in their promotion for the $25 giftcard too which is nice.

After two years of continuous use in my homelab, the MINISFORUM NAB6 has completely exceeded my expectations. This little things was my first dedicated proxmox host. I've been consistently running seven virtual machines a mix of game servers and Docker hosts without a hiccup. The performance is there, I'm running a few dozen containers & everything runs without delay. Build quality is solid as well. Also, the amount of raw compute available in this compact package is more cost and power effective than a handful of Pi 5's. I upgraded the system to 64gb of ram and NAB6 still has plenty of headroom to run more applications.