RL on Incorrect Synthetic Data Scales the Efficiency of LLM Math Reasoning by Eight-Fold

Item #:

079017-1361

Details

DOI: https://doi.org/10.52202/079017-1361
Author(s): Naman Garg, Saurabh Garg, Xinyang Geng, Aviral Kumar, Amrith Setlur, Virginia Smith
Pages: 43000-43031 (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/10.52202/079017-1361
Author(s): Naman Garg, Saurabh Garg, Xinyang Geng, Aviral Kumar, Amrith Setlur, Virginia Smith
Pages: 43000-43031 (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)