June 2025
Intermediate to advanced
414 pages
9h 54m
German
Content preview from Large Language Models selbst programmierenBecome 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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7Feintuning, um Anweisungen zu befolgen
In diesem Kapitel:
- Anweisungsoptimierung von LLMs
- Vorbereiten eines Datensatzes für überwachte Anweisungsoptimierung
- Anweisungsdaten in Trainingsstapeln organisieren
- Ein vortrainiertes LLM laden und feintunen, um Anweisungen von Benutzern zu folgen
- Vom LLM generierte Antworten auf Anweisungen für die Bewertung extrahieren
- Ein anweisungsoptimiertes LLM bewerten
Bisher haben wir die LLM-Architektur implementiert, ein Vortraining durchgeführt und vortrainierte Gewichte aus externen Quellen in unser Modell implementiert. Anschließend haben wir uns auf das Feintuning unseres LLM für eine bestimmte Klassifizierungsaufgabe konzentriert: die Unterscheidung zwischen Spam- und Nicht-Spam-Textnachrichten. Nun werden ...
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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.