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Breaking Neural Network Scaling Laws with Modularity

Breaking Neural Network Scaling Laws with Modularity

9 September 2024
Akhilan Boopathy
Sunshine Jiang
William Yue
Jaedong Hwang
Abhiram Iyer
Ila Fiete
    OOD
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Papers citing "Breaking Neural Network Scaling Laws with Modularity"

4 / 4 papers shown
Title
On The Specialization of Neural Modules
On The Specialization of Neural Modules
Devon Jarvis
Richard Klein
Benjamin Rosman
Andrew M. Saxe
61
12
0
23 Sep 2024
Compositional Models for Estimating Causal Effects
Compositional Models for Estimating Causal Effects
Purva Pruthi
David D. Jensen
CML
60
0
0
25 Jun 2024
Revisiting Neural Scaling Laws in Language and Vision
Revisiting Neural Scaling Laws in Language and Vision
Ibrahim M. Alabdulmohsin
Behnam Neyshabur
Xiaohua Zhai
148
101
0
13 Sep 2022
Scaling Laws for Neural Language Models
Scaling Laws for Neural Language Models
Jared Kaplan
Sam McCandlish
T. Henighan
Tom B. Brown
B. Chess
R. Child
Scott Gray
Alec Radford
Jeff Wu
Dario Amodei
220
3,054
0
23 Jan 2020
1