In-context Learning and Induction Heads

"Induction heads" are attention heads that implement a simple algorithm to complete token sequences like [A][B] ... [A] -> [B]. In this work, we present preliminary and indirect evidence for a hypothesis that induction heads might constitute the mechanism for the majority of all "i...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Olsson, Catherine, Elhage, Nelson, Nanda, Neel, Joseph, Nicholas, DasSarma, Nova, Henighan, Tom, Mann, Ben, Askell, Amanda, Bai, Yuntao, Chen, Anna, Conerly, Tom, Drain, Dawn, Ganguli, Deep, Hatfield-Dodds, Zac, Hernandez, Danny, Johnston, Scott, Jones, Andy, Kernion, Jackson, Lovitt, Liane, Ndousse, Kamal, Amodei, Dario, Brown, Tom, Clark, Jack, Kaplan, Jared, McCandlish, Sam, Olah, Chris
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Learning
Online-Zugang:	Volltext bestellen
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!