Hey team,
Years ago, SO gifted me an Alienware Aurora R7.
It has an Intel I7-8700 and Nvidia GTX 1080 (8GB VRAM), 16 GB of DDR 4 RAM. (what else is relevant to this question?)
My question to you is basically this -
Given that I’m not gaming with it anymore, I want to use it for only two things -
- Plex Server
- Running random local LLM stuff like Kotaemon (https://github.com/Cinnamon/kotaemon)
Let’s say I have $1000 to throw at a GPU and I’d like to get 16 GB VRAM (or 24 if it’s possible). I want to install it myself rather than take it into a shop.
What’s a GPU I can buy that will fit,
- within my budget?
- within the chassis?
- with the CPU and motherboard without issues?
- with the needs I’ve detailed (namely Plex transcoding, and running ML models)?
I am an absolute noob when it comes to figuring out what hardware to buy (hey, we got us an Alienware sucker here).
So lemmings, help me out! I’d rather not ask ChatGPT.
Thank you for that! I’ll look at the AMD. I thought most ML tools don’t have outright compatibility with AMD though? Is that no longer the case?
The 4060 Ti 16 GB version… that sounds good. About $500?
AMD’s compatibility has gotten better the past year, and ones that aren’t compatible usually have workarounds. But yeah, Nvidia is probably better if LLMs are important for you.
More like ~$800-900 unless you’re okay with buying used. The market is pretty darn bad, and it’s gotten SO much worse due to the tariff scare. Like I said, you’re better off waiting a few months if you can.
I don’t shy away from buying refurb electronics. But is there a problem with buying used GPUs?
Not looking forward to buying new during this tariff era. So perhaps my local marketplaces might be best…
Not really. You just have to make sure you got what you ordered by doing a bunch of tests. Plus, you usually don’t get a warranty.
I’ve bought used for my last 2 gpus, no issues.
https://github.com/ollama/ollama/blob/main/docs/gpu.md
Ollama supports AMD and Nvidia GPUs, including your existing 1080
Wow; thanks for finding that doc. Yeah, I’ve made it work on my system. But I’d like to use some of the bigger models.