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Do you host LLMs? Rackable server with GPU options? (alien.top)

submitted 1 year ago by literal_garbage_man@alien.top to c/homelab@selfhosted.forum

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Are you self-hosting LLMs (AI models) on your headless servers? I’d like to hear about your hardware setup. What server do you have your GPUs in?

When I do a hardware refresh I’d like to ensure my next server can support GPU(s?) for local LLM inferencing. I figured I could put in either a 4090 or x2 3090’s(?) maybe into an R730. But I’ve only barely started to research this. Maybe it isn’t practical.

I don’t know much other hardware lineups besides the Dell R7xx lineup.

I host oobagooba on an R710 as a model server API, and host sillytavern and stable diffusion which use oobagooba as clients. I use an R710 using a CPU, so as you can imagine inferencing is so slow it’s basically unusable. But I wired it up as a proof of concept.

I’m curious what other people who self-host LLMs do. I’m aware of remote options like Mancer or Runpod. I’d like the option for purely local inferencing.

Thanks all

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[–] literal_garbage_man@alien.top 1 points 1 year ago

Yeah running a 4U case and assembling it with “plain desktop” hardware but rack mounted and headless is definitely an option too. I might be asking too much of server hardware to take R730s (or any racked datacenter hardware) and fit them to a role they weren’t designed for. These are good thoughts and useful links, thank you.