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Deep learning génératif
book

Deep learning génératif

by David Foster, Dominique Maniez
February 2024
Intermediate to advanced
456 pages
12h 6m
French
Editions First
Content preview from Deep learning génératif

CHAPITRE 9 Transformeurs

Objectifs du chapitre :

Découvrir les origines de GPT, un puissant modèle de Transformer décodeur pour la génération de textes.

Apprendre comment un mécanisme d’attention imite notre façon d’accorder plus d’importance à certains mots d’une phrase qu’à d’autres.

Découvrir le fonctionnement du mécanisme d’attention à partir des principes de base, notamment la création et la manipulation des requêtes, des clés et des valeurs.

Prendre en considération l’importance du masque causal pour les tâches de génération de texte.

Comprendre comment les têtes d’attention peuvent être regroupées en une couche d’attention multi-tête.

Voir comment les couches d’attention multi-têtes constituent une partie d’un bloc Transformer ...

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Publisher Resources

ISBN: 9782412092699