Information-Theoretic Foundations for Neural Scaling Laws

28 June 2024

Papers citing "Information-Theoretic Foundations for Neural Scaling Laws"

3 / 3 papers shown

Title
Resolving Discrepancies in Compute-Optimal Scaling of Language Models Tomer Porian Mitchell Wortsman J. Jitsev Ludwig Schmidt Y. Carmon 60 20 0 27 Jun 2024
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 246 4,489 0 23 Jan 2020
Fine-Tuning Language Models from Human Preferences Daniel M. Ziegler Nisan Stiennon Jeff Wu Tom B. Brown Alec Radford Dario Amodei Paul Christiano G. Irving ALM 280 1,595 0 18 Sep 2019