This is more complicated than some corporate infrastructures I’ve worked on, lol.

There’s plenty of open source projects that distribute executables (i.e. all that use compiled languages). The projects just provide checksums, ensure their builds are reproducible, or provide some other method to verify.

In practice, you’re going to wind up in dependency hell before pypi stops hosting the package. E.g. you need to use package A and package B, but package A depends on v1 of package C, and package B depends on v2 of package C.

And you don’t need to use pypi or pip at all. You could just download the code and directly from tbe repo, import it into your project (possibly needing to build if it has binary components). However, if it was on pypi before, then the source repo likely had all the code pip needs to install it (i.e. contains setup.py and any related files).

Yeah, the image bytes are random because they’re already compressed (unless they’re bitmaps, which is not likely).

camelCase for non-source-code files. I find camelCase faster to “parse” for some reason (probably just because I’ve spent thousands of hours reading and writing camelCase code). For programming, I usually just use whatever each language’s standard library uses, for consistency. I prefer camelCase though.

OSMC’s Vero V looks interesting. Pi 4 with OSMC or Librelec could work. I’m probably going to do something like this pretty soon. I just set up an *arr stack last week, and just using my smart TV with the jellyfin app installed ATM.

My PC running the Jellyfin server can’t transcode some videos though; probably going to put an Arc a310 in it.

I think most projects left Sourceforge after they started putting adware into they’re downloads.

I’ve used this before: https://github.com/wilicc/gpu-burn?tab=readme-ov-file

Yeah, it may be a driver issue, Nvidia/pytorch handles OOM gracefully on my system.

That seems strange. Perhaps you should stress-test your GPU/system to see if it’s a hardware problem.

SD works fine for me with: Driver Version: 525.147.05 CUDA Version: 12.0

I use this docker container: https://github.com/AbdBarho/stable-diffusion-webui-docker

You will also need to install the nvidia container toolkit if you use docker containers: https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/latest/install-guide.html

I’ve had unattended upgrades running on a home server for a couple years and haven’t had any issues.

They’re good for media centers, since the support 4k HDR. Can also use Moonlight to stream games from a PC. GPIO is useful, but I guess the PI is overpowered for most GPIO use cases at this point.

I’ve been trying out Logseq the past couple days, which I guess is an alternative to Obsidian (never tried that). Can’t say I really understand the point or appropriate workflow of notes in a “graph” structure rather than a tree structure though (or the purpose of a journal). I like Joplin, but I’ve been having trouble with syncing on Android.

Yeah, I was looking into this recently, and even games like Roblox are labelled Teen (even though I think it’s obvious they target younger children).

I like the Turris Omnia and (highly configurable) Turris Mox. They come with OpenWrt installed.

Some automotive infotainment systems run on Linux.

Old dual-core Pentium, lol (Haswell I think, or something from around that time), 16GB RAM. 5 16TB SATA hard disks.

IDK, looks like 48GB cloud pricing would be 0.35/hr => $255/month. Used 3090s go for $700. Two 3090s would give you 48GB of VRAM, and cost $1400 (I’m assuming you can do “model-parallel” will Llama; never tried running an LLM, but it should be possible and work well). So, the break-even point would be <6 months. Hmm, but if Severless works well, that could be pretty cheap. Would probably take a few minutes to process and load a ~48GB model every cold start though?

ZFS on TrueNAS SCALE (enables RAID-like functionality, along with many other features).

Ext4 or NTFS on everything else, simply because it’s default and I don’t use any advanced features.

Lol, good catch.

Wary of the bill. Seems like every bill involving stuff like this is either designed to erode privacy or for regulatory capture.

Edit: spelling