YOTF is a vertically-integrated LLM inference stack — from the rack to the API — that belongs entirely to you. Nothing leaves your walls; no token passes through anyone else's hands.
Phase one. The specs and pricing below describe our first-generation 8-GPU inference node, already running DeepSeek V4 Flash. Cloud delivery is coming — offline deployment is available now.
This hits hardest for companies that lean on commercial or aggregator model APIs.
Every prompt in, every completion out, and whatever internal data rides along — all of it is exposed to whoever operates the model or API you call.
The moment a company wants its own, independent model or token supply, it runs straight into two walls: hardware and engineering capability.
Our team deploys hardware suited to mainstream open-source models, then handles the vertical integration, tuning and optimization — and hands the finished capability to you.
Data center, racks, compute — we source and deploy it, sidestepping market shortages and selection mistakes.
Hardware-specific adaptation and inference optimization for mainstream open-source models, so the hardware earns its keep.
Model choice and usage safety are evaluated together — so it isn't just running, it's safe to run.
A complete token-production capability that belongs to you, with our engineering team behind it.
Inference runs entirely on your own hardware — prompts and data never leave your domain.
From the data center to the API token, the entire vertical stack is yours — no dependency on any third party.
Hardware selection, model tuning, inference optimization and day-to-day operations — backed by specialists, not a one-time handoff.
Soon you'll be able to stand up this same infrastructure through our cloud platform — true token freedom, on demand.
COMING SOONA turnkey hardware platform tuned for mainstream open-source LLMs — production-ready out of the box.
Pricing is tied to actual hardware power draw — transparent and predictable, independent of token volume.
Hardware, one-time deployment, and open-source model tuning — equivalent to owning an A100-class server plus a full vertical software/hardware tuning service.
Covers power, bandwidth and maintenance, priced against actual hardware power draw.
Cloud delivery is on its way; until then, we deliver on the ground.
Our team handles hardware deployment, model adaptation and tuning end to end.
If you need it deployed on your own premises, we'll work out the plan and pricing directly with you.
Stand up the same infrastructure through the cloud — token freedom, anywhere, anytime.