I am looking to replace my old PC, and wondering what other people use.

Do you use your own hardware? If so, what do you have? What do you think gives you the most bang for your buck at the moment?

Do you use the cloud instead? If so, why? Which service(s) do you use?

Thank you!

    • joelthelion@lemmy.mlOP
      link
      fedilink
      English
      arrow-up
      2
      ·
      1 year ago

      undefined> SO Edge by Pine

      Interesting! How do you use it? Do you connect it to your main PC? How?

      Also, what RAM does it use? Does it use the main system RAM?

  • __forward__@lemm.ee
    link
    fedilink
    English
    arrow-up
    1
    ·
    1 year ago

    I think major training should just be done on dedicated servers/on the cloud. That being said it is very helpful to test locally, so in case you are planning on using Nvidia equipped servers just get any somewhat recent consumer Nvidia card and you can always run locally on some sample data and test much more easily.

    • konodas@feddit.de
      link
      fedilink
      English
      arrow-up
      2
      ·
      edit-2
      1 year ago

      I second that. Being able to test medium sized models locally can make debugging much easier.

      I have a 3070 with 8GB VRAM, which can train e.g. a GPT2 with a batch-size of 1 with full precision.