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1U mini PC for AI? (startrek.website)

My rack is finished for now (because I'm out of money).

Last time I posted I had some jank cables going through the rack and now we're using patch panels with color coordinated cables!

But as is tradition, I'm thinking about upgrades and I'm looking at that 1U filler panel. A mini PC with a 5060ti 16gb or maybe a 5070 12gb would be pretty sick to move my AI slop generating into my tiny rack.

I'm also thinking about the PI cluster at the top. Currently that's running a Kubernetes cluster that I'm trying to learn on. They're all PI4 4GB, so I was going to start replacing them with PI5 8/16GB. Would those be better price/performance for mostly coding tasks? Or maybe a discord bot for shitposting.

Thoughts? MiniPC recs? Wanna bully me for using AI? Please do!

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[-] hendrik@palaver.p3x.de 1 points 5 months ago

Well, I always advocate for using the stuff you have. I don't think a Discord bot needs four new RasPi 5. That's likely to run on a single RasPi3. And as long as they're sitting idle, it doesn't really matter which model number they have... So go ahead and put something on your hardware, and buy new one once you've maxed out your current setup.

I'm not educated on Bazzite. Maybe tools like Distrobox or other container solutions can help running AI workloads on the gaming rig. It's likely easier to run a dedicated AI server, but I started learning about quantization, tested some models on my main computer with the help of ollama, KoboldCPP and some random Docker/Podman containers. I'm not saying this is the preferrable solution. But definitely enough to get started with AI. And you can always connect the computers within your local network, write some server applications and have them hook into ollama's API and it doesn't really matter whether that runs on your gaming pc or a server (as long as the computer in question is turned on...)

[-] nagaram@startrek.website 1 points 5 months ago

Ollama and all that runs on it its just the firewall rules and opening it up to my network that's the issue.

I cannot get ufw, iptables, or anything like that running on it. So I usually just ssh into the PC and do a CLI only interaction. Which is mostly fine.

I want to use OpenWebUI so I can feed it notes and books as context, but I need the API which isn't open on my network.

this post was submitted on 30 Aug 2025
20 points (88.5% liked)

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