March 2025
Intermediate to advanced
428 pages
11h 23m
Italian
Content preview from Modelli linguistici di grandi dimensioni praticiBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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Indice
A
- precisione
- matrici di confusione, utilizzando un modello specifico per un compito
- verifica dell'uscita, verifica dell'uscita
- preaddestramento adattivo, Utilizzo di TSDAE per l'adattamento al dominio
- agenti, agenti: Creare un sistema di LLMs-ReActin LangChain
- agentic RAG, Agentic RAG
- ReAct in LangChain, ReAct in LangChain-ReActin LangChain
- ragionamento passo-passo, La forza motrice degli agenti: Ragionamento passo-passo-Ilpotere trainante degli agenti: Ragionamento passo-passo
- AI (intelligenza artificiale)
- sviluppo accelerato di, Un'introduzione ai modelli linguistici di grandi dimensioni
- definito, Cos'è l'intelligenza artificiale del linguaggio?
- ALBERT, Selezione del modello
- Funzione align_labels, Preparazione dei dati per il riconoscimento di nomi ed entità
- modello all-MiniLM-L6-v2, supervisionato
- Modello all-mpnet-base-v2, Sintonizzazione fine per la classificazione con pochi scatti
- Annoy, Ricerca del vicino più vicino rispetto ai database vettoriali
- Claude antropica, modelli proprietari e privati
- API (interfacce di programmazione delle applicazioni), Modelli proprietari e privati
- Cohere, Chiavi API, Esempio di recupero denso
- esterno, ChatGPT per la classificazione
- generazione di embeddings, Classificazione supervisionata
- OpenAI, Chiavi API, ChatGPT per la classificazione
- intelligenza artificiale(vedi AI)
- ArXiv, Articoli di ArXiv: Calcolo e linguaggio
- attenzione, Codificare e decodificare il contesto con l'attenzione: l'attenzioneè tutto ciò che serve
- panoramica di, Codifica e decodifica del contesto ...
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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.