this post was submitted on 30 Nov 2023
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Linux
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Linux is a family of open source Unix-like operating systems based on the Linux kernel, an operating system kernel first released on September 17, 1991 by Linus Torvalds. Linux is typically packaged in a Linux distribution (or distro for short).
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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Since wsl2 supports cuda, my gaming computer can run open source deep learning models so easily it's stupid. I'm mainly using it to rip music from youtube and split it into stems for music production using Facebook demucs. I tinkered a bit with stable diffusion models a while back too. It's pretty sweet, especially since windows sees the linux drive as just another directory, so my DAW can just bookmark it. It's so seamless.
Win 11 is still garbage for privacy and ownership reasons though. MS can fuck a duck, but they make some pretty baller software.
That's an interesting use case.
I'll emphasize the point that this goes for any kind of machine learning model that can benefit from CUDA, which means a large amount of gaming computers already meet the prerequisites for this. Installation is trivial (but requires some knowledge), and I hope to see more ML applications for hobbyists in the near future. Image generation and locally hosted GPT models come to mind.