by Alibaba Qwen
Sizes from a laptop up to a multi-GPU server. Good at code, and handles many languages well.
by Z.ai
Strong at tool calling and agent work, with long context. A good fit behind super-badger.
by DeepSeek
Large mixture-of-experts models, including reasoning variants, for when you have the GPUs.
Privacy
Your prompts stay with you
Whatever you paste into a hosted API, whether that's contracts, patient notes, source code or a private journal, ends up on someone else's servers under their retention policy. On your own machine it never leaves the room, and there's no outside processor to put in a compliance report.
Control
Nobody can change it on you
Hosted models get retired, quietly swapped for new versions, repriced or rate-limited, and accounts get banned. Weights on your own disk give the same answers next year as they do today.
Offline
It works without the internet
On a boat, at a field site, inside an air-gapped lab, or during an outage. If the network itself is part of your threat model, you can take it out of the picture.
Cost
You pay for hardware, not tokens
Coding agents and batch jobs can run all day. With your own GPUs the cost is power and hardware you already own, and it doesn't go up the more you use it.
Pick the setupWe match a model and size to your work, your GPUs and your budget, from one workstation to a rack.
Build it with NixAn inference server with an OpenAI-compatible API, so your existing tools connect to it unchanged.
Hand it overYou get the config and the docs. It's yours and it keeps running without us.
Stay on if you wantNew weights, tuning and monitoring. Don't have the hardware? We can run a machine just for you.