Are More LLM Calls All You Need? Towards the Scaling Properties of Compound AI Systems

Item #:

079017-1455

Details

DOI: https://doi.org/10.52202/079017-1455
Author(s): Peter Bailis, Lingjiao Chen, Jared Davis, Boris Hanin, Ion Stoica, Matei Zaharia, James Zou
Pages: 45767-45790 (24 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/079017-1455
Author(s): Peter Bailis, Lingjiao Chen, Jared Davis, Boris Hanin, Ion Stoica, Matei Zaharia, James Zou
Pages: 45767-45790 (24 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)