root@fr:~$ lexique/distillation-de-modele

Distillation de modèle

Models

A technique where a large model teaches a smaller one, which inherits part of its quality at a far lower cost and footprint. It makes it possible to run a capable model on controlled sovereign infrastructure.

Also called Distillation, Knowledge distillation

Related terms

Fine-tuning

Models

Light retraining of a pre-trained model on your own data or business domain, to adjust its behaviour and vocabulary. On an open-weight model it runs on your...

Modèle open-weight

Models

An AI model whose weights are released and can be downloaded, run and adapted on your own infrastructure. It enables self-hosting and execution sovereignty,...

On-premise

Architecture

Deployment of the solution on infrastructure you control, on your premises or in a dedicated self-hosted environment. It is the option chosen for the most...

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