Open-source · forge AI you own

AI you own,
not AI you rent.

Forge your data into skills - small adapters that make a shared base model an expert at your work. Run it on the GPU you already have, or scale it to a datacenter. Train once, own it for good.

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128
adapters published
37
datasets
95-99%
of the frontier bill, cut

How we work

Many people, in parallel

Nobody does it all alone. Each person's effort adds up into a library everyone uses.

Some publish datasets

The raw material for a domain. It becomes the starting point for anyone.

Others train adapters

On their own GPU, in parallel. Dozens can come out of the same dataset.

Everyone votes

The community decides what works. The best rise to the top.

From a laptop GPU to a datacenter

One recipe, any scale. A small base on the hardware you already have, or a large base on serious iron - the same skills, forged from your data, sized to what you run.

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Explore

What you can learn here

Each block leads to a dedicated page.

The vision

Why we exist and where we're headed: a base that grows over time, multilingual, owned by the community.

Read the vision →

How adapters work

What a QLoRA adapter is, and how you extend the base's capabilities by loading several at once.

See the mechanism →
🏢

For business & private repos

Forge your data into private skills, on a versioned base, at any scale - from a single box to a datacenter.

For business →
🔒

Privacy

By default your data stays in your network - local-first, offline. One reason teams choose Quantinia, among many.

About privacy →

Pricing & comparison

Flat and transparent - free to build on, a flat fee when it's private, next to what a frontier model would cost.

See the costs →

The gallery

Community-ranked adapters, ready to download. Search by domain.

Open the gallery →
Cut 95-99% of your frontier bill

The cascade only escalates to a frontier model for the ~1% of hard cases. The rest runs on the shared base and your adapters, locally.

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