March 2025
Intermediate to advanced
418 pages
12h 2m
Italian
book
IA generativa pratica con trasformatori e modelli di diffusione
by Omar Sanseviero, Pedro Cuenca, Apolinário Passos, Jonathan Whitaker
Content preview from IA generativa pratica con trasformatori e modelli di diffusione
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Capitolo 10. Aree in rapido progresso nell'IA generativa
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Il panorama dell'IA generativa di si sta muovendo molto velocemente. Da quando abbiamo iniziato a lavorare a questo libro, abbiamo assistito al rilascio di nuovi modelli come GPT-4, Llama 3, Gemini e Sora. Oltre a questi, sono nati numerosi nuovi LLMs di base, modelli audio e tecniche di diffusione. Come accennato nella Prefazione, questo libro si concentra sui principi generali e sui fondamenti che forniscono competenze e conoscenze generalizzabili che ti permetteranno di seguire il campo nella sua continua evoluzione.
Prima di concludere il libro, vogliamo dare un'occhiata ad alcune delle aree più interessanti e in rapida evoluzione dell'IA generativa. Questo capitolo offre una panoramica di alto livello di questi argomenti e delle risorse per permetterti di approfondire se li trovi interessanti. Piuttosto che puntare a farti diventare un esperto di questi argomenti, considera questo capitolo come una guida per continuare a imparare man mano che vai avanti.
Ottimizzazione delle preferenze
Nel Capitolo 6, abbiamo addestrato un modello di chat basato sul dataset di conversazioni di Open Assistant in modo supervisionato. Abbiamo usato il tradizionale fine-tuning, ma c'è stata una forte ondata di modelli che integrano le preferenze. Questi modelli vengono addestrati per generare risposte ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.