SmallToLarge (S2L): Scalable Data Selection for Fine-tuning Large Language Models by Summarizing Training Trajectories of Small Models

Item #:

079017-2655

Details

DOI: https://doi.org/10.52202/079017-2655
Author(s): Jeffrey Chiang, Baharan Mirzasoleiman, Siddhartha Mishra, Yu Yang
Pages: 83465-83496 (32 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/10.52202/079017-2655
Author(s): Jeffrey Chiang, Baharan Mirzasoleiman, Siddhartha Mishra, Yu Yang
Pages: 83465-83496 (32 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)