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Re:Revolut moves to self-hosted GLM by jacquesm on Tuesday November 03, 2026 @05:40AM (#50350293)
We did the same thing, on much less powerful hardware but it has served us very well and we don't need to worry at all about the question whether or not the suppliers of inference services can be trusted long term with our data. The answer to that question in my opinion is 'absolutely not'.
Re:Revolut moves to self-hosted GLM by mkesper on Tuesday November 03, 2026 @05:51AM (#50350370)
Can share some details about your setup? Would probably be interesting for a lot of people.
Re:Revolut moves to self-hosted GLM by jacquesm on Tuesday November 03, 2026 @05:58AM (#50350424)
Sure:

https://jacquesmattheij.com/local-inference-with-large-langu...

If you have more questions feel free to mail or ask here in the thread and I'll do my best to answer.

Re:Revolut moves to self-hosted GLM by notpublic on Tuesday November 03, 2026 @06:46AM (#50350795)
[delayed]
Re:Revolut moves to self-hosted GLM by jacquesm on Tuesday November 03, 2026 @06:54AM (#50350868)
Thank you, I'll fix it right away.
Re:Revolut moves to self-hosted GLM by t_mahmood on Tuesday November 03, 2026 @07:14AM (#50351043)
That was a good read!
Re:Revolut moves to self-hosted GLM by jacquesm on Tuesday November 03, 2026 @07:45AM (#50351341)
That was a lot of work to put it all together.

It's basically the document I wished I had when I started all this.

Re:Revolut moves to self-hosted GLM by krona on Tuesday November 03, 2026 @06:35AM (#50350715)
How do security conscious self-hosters sandbox their runtimes?
Re:Revolut moves to self-hosted GLM by dannyw on Tuesday November 03, 2026 @06:44AM (#50350781)
Your inference server is just an inference server that spits out tokens. You can use the same harness, etc. you’re basically just changing the API base URL.
Re:Revolut moves to self-hosted GLM by jacquesm on Tuesday November 03, 2026 @06:49AM (#50350828)
By pulling the plug. This box simply has no pathway to the internet. I do pretend I have one and it's interesting to see what it tries to do. For instance, Qwen tends to try to hit ali related URLs for websearch and is very disappointed when the mothership is not responding. I've yet to catch a model on an exfiltration attempt, either they are so good at this that it escapes my scrutiny (possible but unlikely) or they are simply not doing it. I would bet on the last one. Just don't say you're working for the Tibet Liberation Frontier or the Keep Taiwan Independent movement.
Re:Revolut moves to self-hosted GLM by embedding-shape on Tuesday November 03, 2026 @08:18AM (#50351621)
Why would you sandbox the runtime? The harness is where things go awry when it does, when the agents have access to more than they should and start deleting stuff. People aren't expecting the weights themselves to be "infected by malware" or whatever.