Are More LLM Calls All You Need? Towards Scaling Laws of Compound Inference Systems

4 March 2024

Peter Bailis

Papers citing "Are More LLM Calls All You Need? Towards Scaling Laws of Compound Inference Systems"

3 / 3 papers shown

Title
Scaling Laws for Downstream Task Performance in Machine Translation Berivan Isik Natalia Ponomareva Hussein Hazimeh Dimitris Paparas Sergei Vassilvitskii Sanmi Koyejo 113 4 0 24 Feb 2025
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 341 3,314 0 21 Mar 2022
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 264 4,505 0 23 Jan 2020