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Our expertise

Specialized miniature AI

Compact, dedicated, embeddable models.

We design bespoke artificial intelligence, tailored to a precise task. Lightweight, fast and sovereign, our models run close to your data: on device, at the edge, or inside your own infrastructure.

What we deliver

  • 01Fine-tuned & distilled models
  • 02Embedded & edge inference
  • 03Private data pipelines
  • 04Evaluation and guardrails

From mass to precision

A large general-purpose model is a nebula of parameters. A miniature model is a constellation: compact, fast, shaped for a mission.

Generalist~175B
Miniature~7B

Let's build together

Got a project in mind?

Let's give it a remarkable digital form.

hello@qualris.com