We want on-prem inference for multiple users
vLLM is a server that serves open models efficiently to many users. Only sensible from a real GPU box up, not one laptop.
Try this first
- 1Decide how many concurrent users you expect
- 2Pick hardware based on the largest model you want to run
- 3Plan maintenance, model updates and security patches
- 4Assign ownership; this does not run itself
When to bring us in
For sizing and cost estimates, bring this to us.
See also
- Can I paste a customer file or email into ChatGPT?Depends on the account and settings. Free ChatGPT and a Team tenant behave very differently from what most people assume.
- I want a one-page AI policy for my teamA real one-pager beats a thick document nobody reads. Four headers and concrete examples.
- How do I tell if an AI answer is made up?Models sound confident even when they are wrong. A few habits catch most mistakes.
None of the above fits?
Describe your situation below. We pass your input plus the steps you already saw to our AI and return tailored next-step advice. If it's too risky to DIY, we'll say so.
Or skip the DIY entirely
Our Managed IT clients do not look these things up. One point of contact, a fixed monthly price, resolved within working hours.