Qalarc AI-OS is a pre-configured operating system and curated model marketplace for AI mini PCs. Stop spending months on configuration. Get running in hours.
What's included
One package. Hardware, OS, models, and knowledge — assembled and tested, ready to deploy.
Pre-configured Linux optimised for AI workloads. All dependencies installed, security hardened, ready on boot.
Tested, optimised models ready to run. Llama, CodeLlama, Mixtral, DeepSeek. One-click install, automatic updates.
Remote or on-site configuration. We handle the complexity — you get running systems in hours, not months.
Full Wikipedia, technical documentation, curated datasets. No internet required for inference.
Web UI and CLI tools for monitoring, updates, model management. Full system control at a glance.
Works with GMKTEC, Framework, Minisforum and other unified memory systems. Bring your own or buy through our guide.
Why local AI
Cloud AI can cost
Qalarc: one-time cost, zero per-token fees.
Cloud averages 500ms+. Local inference is 50× faster for the first token.
No rate limits. No throttling. Ever.
HIPAA, GDPR, and air-gap ready by design.
Run 70B models with headroom. Mac Studio caps at 192GB.
Performance
These are measured tokens-per-second on AMD Strix Halo hardware with Q4 quantised models. No cloud, no tricks.
* 32B range: 9 tok/s dense · 52 tok/s MoE w/ Q4 quantisation
The science behind it
Reduces model size by 75% with minimal quality loss. Llama 405B fits in 200GB instead of 800GB.
Large models run efficiently on system RAM. Our 256GB systems outperform $7K Mac Studios on 405B models.
10ms first token, unlimited throughput, zero network dependency. Data never leaves your building.
Model marketplace
Tested and optimised for unified memory architecture. One-click install from the Qalarc marketplace.
Compatible hardware
Qalarc AI-OS runs on leading unified memory systems. Bring your own hardware or follow our guide.
Pricing
One-time purchase or software licence. No subscriptions, no per-token fees, no surprise bills.
Install on your own hardware. Full Qalarc AI-OS + model marketplace + setup guide.
Complete system: hardware sourced, assembled, burned-in, OS loaded, models installed. Plug in and go.
Custom deployments. White-glove service. Multiple units, custom models, integrations.
About Qalarc
Together: "Lightweight Quantised Agents Local, secured like an Arc."
The problem we solve
Expensive, slow, and your data leaves your network. Mac Studio costs $7,000 and still can't run 405B models. DIY local AI takes months.
We don't just sell hardware. We build it, configure the OS, load the models, integrate knowledge bases, test everything, and ship it ready to deploy.
Get started
Join the waitlist for early access and priority deployment. We respond within 24 hours.
Or email us directly at team@qalarc.com