https://github.com/resemble-ai/chatterbox is pretty good, and has both TTS and voice cloning. Main disadvantage for me was that even if the cloning gives a consistent voice, the generated samples can get random accents.

https://huggingface.co/zai-org/GLM-TTS also seemed pretty promising, but I haven’t had time to test it yet.

These aliases for zsh I use all the time. It’s part of the prezto configuration framework.

setopt AUTO_CD              # Auto changes to a directory without typing cd.
setopt AUTO_PUSHD           # Push the old directory onto the stack on cd.
setopt PUSHD_IGNORE_DUPS    # Do not store duplicates in the stack.
setopt PUSHD_SILENT         # Do not print the directory stack after pushd or popd.
setopt PUSHD_TO_HOME        # Push to home directory when no argument is given.

alias d='dirs -v'
for index ({1..9}) alias "$index"="cd +${index}"; unset index

Type d and enter to list all the directories you’ve recently been in, then type the number at the start of the line followed by enter to immediately cd there.

Not sure if latest bash can do it the same thing, but some years ago I wrote a script to implement it there too. IIRC it might’ve been the automatic removal of duplicates in dir history that was missing.

Current workplace: Windows computers with all development being done in Linux VMs. Management and a few younger devs are pushing for WSL, while several older devs are demanding Linux-only laptops.

Previous workplaces: One more with Windows + Linux VMs. One with Windows + X remote desktop to development servers. One with Linux PCs.

I have been exclusively applying for jobs that promised Linux development though.

I just wanted to test if it was viable to run larger MoE LLMs on CPU, e.g. Qwen3-next-80B-A3B… Even if I got acceptable generation speeds I’d probably get bored with it after a few hours, as with other local models. Had I got it for €700 it was pretty low value for money anyway, since my current RAM is enough for everything else I use the computer for. On the positive side, I can put that money towards a Steam Frame instead.

… I was thinking about buying a 96GB DDR5 kit from the local computer store a few weeks ago, but wasn’t sure it was actually worth €700. Checked again now and the exact same product costs €1500. I guess that settles it, 32GB will have to be enough for the next couple of years then.

IIRC their web site used to make it sound like it was a paid product but it was always possible to get it for free. Can’t remember the exact details, perhaps something similar to those “name your price” softwares that have a pre-filled recommended value but it’s also possible to choose €0? I checked what it looks like nowadays and the Pro version does come up first if you go to downloads, and then there’s a free Core version below it.

Ah, multiple GPUs? For some reason I thought you meant that with exllamav3 you had managed to load a model which was larger than your VRAM.

I guess there’s some automatic vram paging going on. How many tokens per second do you get while generating?

Had several issues when upgrading to 41, so I only upgraded to 42 a month or two ago in order to give them time to iron out the bugs first…

Still are, but I guess a lot of people don’t know much about them

I’m not up to date on hardware, so I’ll refrain from recommending specific components. I went with AMD Ryzen CPU and Nvidia GPU (using closed source driver) last time I upgraded my PC and it usually works fine, though I know many recommend AMD GPUs nowadays for Linux. If €1000 is your total budget, it might be worth considering a second hand GPU. For example a used RTX 3080 goes for around €300 and they are still quite capable, though someone else will have to say if that’s enough for the flight sims.

One thing you might want to look up is if the game uses hardware raytracing, and if that works on Linux. Out of the games I play, World of Warships looks worse for me than what I see on youtube, despite that I have set all graphics settings to max. Maybe it’s possible to fix by configuring Wine/Proton/DXVK etc. I haven’t really looked into it, but just so you’re aware of potential issues.

I used this list for help when choosing a power supply, but I think that becomes more important if you buy a high end GPU.

I use Steam for almost all my gaming, and it makes running (most) Windows games a breeze.

So far that has never happened because I’m not using that much storage :) But I shut it down when I need to turn off the mains electricity, and for powering it on afterwards the fake wall can be lifted off. It’s just the area underneath the desk so the panel might be smaller than it sounds like, and it hangs on some hooks so it’s fairly easy to remove if you know what you’re doing. Painted in the same colour as the wall, and with some some random junk on the floor in front, it blends in quite well though. I think the risk of burglary is fairly low, so it’s primarily to soothe my own paranoia.

I mounted mine on the wall under a desk in a room with no other electronics, and then put up a fake wall in front of the server. It can draw in air from the sides, and exhaust upwards behind the desk. But the only real solution is offsite backup, which will also protect against fire and other disasters.

If you specify a budget then people might be able to give some recommendations, if you like.

As for aesthetics, Fractal Design offer a few cases which look really nice, if you like the Scandinavian design style. The overview shows all cases with glass or mesh sides, but there’s usually an option to get an opaque door if you don’t want LEDs from the electronics shining through

My friends are currently throwing a tantrum because I won’t “just enable Secure Boot and run Windows” to play Battlefield 6 with them. But I’ve never felt that I must play a specific game, so the few ones who are incompatible (usually due to bad anti-cheats) have been easy to ignore. There are plenty of good games I can play on Linux.

Offline updates is one of the things that annoyed me most back when I was using Windows, and somehow they’ve managed to make it even worse in Fedora. Luckily you can turn it off in F41 by going to the “Software Update” section in system settings, and then changing “Apply system updates” to “Immediately”. Haven’t upgraded to 42 yet but I hope the setting is still there.

I’ve got a MSI MAG Tomahawk wifi which has had a lot of issues, but nothing related to Linux

Can’t help but think about this old XKCD from 2010.

Products targeted towards businesses have always been unreasonably more expensive than those targeted towards consumers. It sucks for us AI hobbyists that Nvidia are stingy with VRAM on consumer cards, but I don’t find it surprising.

Personally I only have a single RTX 3090, but I know a lot of people online who are stacking multiple consumer cards to run AI. Buying used 3090s and putting them in a mining rig is probably still the best value for money if you need a large amount of VRAM.

How much VRAM do you actually need btw?

If I, a humble computer hobbyist can figure out Nix, why don’t more users do so, and why is Nix so niche?

My guess as to why this isn’t a more central feature of Linux distros is that this is not something most users need. If you need to reinstall the OS because you broke it, then a full system backup is probably more convenient, even if it’s less than optimal to back up packages which you could download. If you need to reinstall the OS because you want a clean slate when upgrading to a new version, then your package list for the old version could cause a lot of conflicts as maintainers regularly remove and add new packages.

I have backed up my zsh, vim, tmux, etc. configs and written a few shell scripts which install them and download vim plugins etc. If I ever need to reinstall the OS I would use these. However, in the last 20 years since I ditched Windows I have reinstalled Linux exactly two times: Once because I was an idiot and didn’t have a proper backup when I accidentally formatted the wrong HDD, and once when I switched from Xubuntu to Fedora in which case a package list wouldn’t have been usable.