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AMD vs Nvidia
(lemmy.world)
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Distributions include the Linux kernel and supporting system software and libraries, many of which are provided by the GNU Project. Many Linux distributions use the word "Linux" in their name, but the Free Software Foundation uses the name GNU/Linux to emphasize the importance of GNU software, causing some controversy.
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if( you need CUDA ){ Use Nvidia (note that OSs officially supported by CUDA often use "old" versions of linux, like Debian 12 (6.1) or Fedora 39 (6.8), I personally use Arch); } else { Use AMD, you will have less problems and it'll probably be easier to setup; }
Also do some research over whether you actually do need cuda if you need cuda. It's synonymous with a lot of AI stuff, but in my experience it all works with rocm anyway.