root@fr:~$ lexique/fine-tuning

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 infrastructure, without exposing your data.

Also called Affinage, Réglage fin

Related terms

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,...

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...

Embeddings

Architecture

Numerical representations of your texts as vectors, where contents close in meaning sit close in space. They make possible the semantic search that powers RAG.

Does this notion touch your business?

Go from definition to deployment: a first agent on your data, in France, on a model you control end to end.

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