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Understanding the Inner Workings of Language Models Through
  Representation Dissimilarity

Understanding the Inner Workings of Language Models Through Representation Dissimilarity

23 October 2023
Davis Brown
Charles Godfrey
N. Konz
Jonathan Tu
Henry Kvinge
ArXivPDFHTML

Papers citing "Understanding the Inner Workings of Language Models Through Representation Dissimilarity"

3 / 3 papers shown
Title
Git Re-Basin: Merging Models modulo Permutation Symmetries
Git Re-Basin: Merging Models modulo Permutation Symmetries
Samuel K. Ainsworth
J. Hayase
S. Srinivasa
MoMe
239
313
0
11 Sep 2022
The Pile: An 800GB Dataset of Diverse Text for Language Modeling
The Pile: An 800GB Dataset of Diverse Text for Language Modeling
Leo Gao
Stella Biderman
Sid Black
Laurence Golding
Travis Hoppe
...
Horace He
Anish Thite
Noa Nabeshima
Shawn Presser
Connor Leahy
AIMat
236
1,508
0
31 Dec 2020
The Bottom-up Evolution of Representations in the Transformer: A Study
  with Machine Translation and Language Modeling Objectives
The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives
Elena Voita
Rico Sennrich
Ivan Titov
179
181
0
03 Sep 2019
1