

ollama, ComfyUI, vLLM, opensplat, and nerfstudio can exceed 24 GB VRAM fairly easily. Memory leaks in games are also sometimes an issue.
ollama, ComfyUI, vLLM, opensplat, and nerfstudio can exceed 24 GB VRAM fairly easily. Memory leaks in games are also sometimes an issue.
To this day I still wonder why they manage to do a reliable GPU reset on Windows but not on Linux.
With every timeout there’s a 90% chance that it takes the whole system with it on AMD.
Luckily I’m on Plasma and the timeouts have gotten really rare on a 7900 XTX. Most of the time my cause is exceeding the VRAM limit, which eventually causes a freeze, pretty much every time.
In case you didn’t know, you can actually use Course World via https://opencourse.world/ on modded switches and on emulator.
Fedora Kinoite, because it fits my workflow the best and has a nice mixture of stable and leading edge.
Everything I run was containerized either way (Flatpak, Docker or Podman) long before I switched to an immutable distro.
I have lots of different development environments for various versions of different programming languages that are incredibly easy to setup, throw away and recreate with toolbox without having to dive into the language specific tools for creating virtual environments (venv, conda, …). On regular Linux/Windows systems I end up at a point after a few years where there is junk laying around everywhere from 6 different PHP versions, 7 gcc variants and 8 .NET versions.
I was on Fedora KDE before that and the main reason for choosing it was that Ubuntu/Debian/Mint were too old to include firmware for my GPU. Arch and derivatives are on the opposite side of the spectrum and are too new for my taste, I’m fine with waiting a few weeks for .1 versions to release with bugfixes.
As for why not Bazzite or Aurora: Because I wanted to be as close to the original (Fedora & KDE) as possible. The modifications those distros make (and I need), I can do myself in a few minutes.
I do recommend Bazzite or Aurora for less experienced people though, they have a lot of tweaks that Kinoite is really lacking. Kinoite, just like the Fedora KDE variant has a lot of polishing issues that quickly become gigantic obstacles for beginners (Nvidia drivers, Flathub repository, H264/H265 codecs, missing udev rules, …)
If your device supports it, you might want to encode to Opus instead. Opus produces much higher quality files at much smaller file sizes than MP3.
For example, Opus at 128kbps is considered transparent when compared to the source file. You can probably go down to 64-96kbps when its just for playback in your car.
https://wiki.xiph.org/Opus_Recommended_Settings
As for transcoding them, you might want to check out ffmpegfs: https://github.com/nschlia/ffmpegfs
It can create a “virtual” drive based on your source files and automatically transcodes them when you drag & drop files from there onto your device.