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This is suspiciously specific 🙂

it doesn't use that much energy

Did you use a heavily quantized version? Those models are much smaller than the state of the art ones to begin with, and if you chop their weights from float16 to float2 or something it reduces their capabilities a lot more

I've had good experience with smollm2:135m. The test case I used was determining why an HTTP request from one system was not received by another system. In total, there are 10 DB tables it must examine not only for logging but for configuration to understand if/how the request should be processed or blocked. Some of those were mapping tables designed such that table B must be used to join table A to table C, table D must be used to join table C to table E. Therefore I have a path to traverse a complete configuration set (table A <-> table E).

I had to describe each field being pulled (~150 fields total), but it was able to determine the correct reason for the request failure. The only issue I've had was a separate incident using a different LLM when I tried to use AI to generate golang template code for a database library I was wanting to use. It didn't use it and recommended a different library. When instructed that it must use this specific library, it refused (politely). That caught me off-guard. I shouldn't have to create a scenario where the AI goes to jail if it fails to use something. I should just have to provide the instruction and, if that instruction is reasonable, await output.

I had more success with Qwen3,But it still does small mistakes(like for me I asked It to compare Gstreamer and ffmpeg it got the licensing wrong)

The performance is relative to the user. Could it be that you're a god damned genius? :/

1. That is not what this does
2. You can certainly have unattended updates without an LLM in the mix.

Like what do you need to keep configured? lol Linux is set it and forget it. I’ve had installs be fine from day one to year 7. It’s not like windows where Microsoft is constantly changing things and changing your settings. Like it takes minimum effort to keep a Linux server/system going after initial configuration.

Even if it was open source (it isn't, because no model is really open source ultimately) and even if it let you review what it says it's gonna do, AI is known for pulling all kinds of shit and lie about it.

Would you really trust your system to something that can do this? I wouldn't...

I'd just like to interject for a moment. What you're refering to as Gnome, is in fact, Clanker/Gnome, or as I've recently taken to calling it, Clanker plus Gnome.

Currently it’s a third party application for Gnome.