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IA: Pourquoi la taille ne compte plus ?

EPISODE · Feb 17, 2026 · 1H 17M

IA: Pourquoi la taille ne compte plus ?

from A la French

Peut-on battre les modèles de Google ou Meta avec seulement 4 GPU et une disquette Zip ? C’est le pari fou de notre invité.e qui nous explique comment le "Data Design" est en train de ringardiser le scraping massif du web.🥖 L'IA qui tient sur une disquette : La fin du gigantisme ?Dans cet épisode, on plonge dans le coeur de l'IA souveraine : pourquoi la qualité des données (tokens) prime sur la quantité, et comment les Small Language Models (SLM) vont permettre de décentraliser l'intelligence.🚀 Ce que vous allez apprendre :- Baguette-o-tron : Le modèle de 320M de paramètres qui raisonne mieux que des géants.- Data Design vs Scraping : Pourquoi "nettoyer" la donnée ne suffit plus, il faut la concevoir.- Le secret des données synthétiques : Comment éviter le "Model Collapse" (l'appauvrissement de l'IA).- Souveraineté : L'enjeu des bibliothèques nationales et de l'Open Data face au pillage des "Shadow Libraries".⏳ Timestamps pour naviguer :00:00 - Intro : Le format Pionnier/Pionnière de la tech04:20 - Indice 4 points : Qui est la chercheuse secrète ? 11:50 - Pourquoi le "Common Crawl" est pollué (cookies, copyright) 18:30 - Le crash des données : Le cas New York Times vs OpenAI 27:15 - Baguette-o-tron : Une IA performante sur disque Zip ! 35:40 - Données synthétiques : Ancrer l'IA dans le réel (Code & Math) 45:10 - L'IA comme "Primitive" : Pourquoi le local est l'avenir 52:00 - Les modèles hiérarchiques (HRM) et le système de pensée 1 & 2🔗 Liens et ressources :Playas : https://playas.frModèles & Datasets : Retrouvez "Common Corpus" sur Hugging Face.Vous préférez une IA géante dans le Cloud ou une IA agile sur votre téléphone ? On attend votre avis en commentaire ! 👇#IntelligenceArtificielle #SLM #OpenSource #TechFrançaise #ALaFrench #MachineLearning #SouverainetéNumériqueCréditsProductrice- Fatima IdhammouProduction exécutive : BKERéalisateur : Nicolas JaluCadreurs : Florian Kuenemann, Fairooze ShariffIngénieur du son : Quentin GomezChef monteur : Victor BourdonGénérique (images assistées par IA)Production : AurevoircharlieProduit par : Anne-Lise LanglaisRéalisateur / DA image : Olivier LelardouxMusique originale : Keryan SerrainConseillers éditoriaux : Ronan Letoqueux, NES ProductionRéseaux sociaux : Samir AkachaRemerciements : l’équipe de Néon Noir, Camille Hamez, Natacha Holtzhausser, , Elie Séonnet, Abdel-Hafid Cherrab, Paguy Shako Hébergé par Acast. Visitez acast.com/privacy pour plus d'informations.

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IA: Pourquoi la taille ne compte plus ?

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