CoLoR-Filter: Conditional Loss Reduction Filtering for Targeted Language Model Pre-training

Item #:

079017-3097

Details

DOI: https://doi.org/10.52202/079017-3097
Author(s): David Brandfonbrener, Sham Kakade, Andreas Kirsch, Jonathan Richard Schwarz, Hanlin Zhang
Pages: 97618-97649 (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/10.52202/079017-3097
Author(s): David Brandfonbrener, Sham Kakade, Andreas Kirsch, Jonathan Richard Schwarz, Hanlin Zhang
Pages: 97618-97649 (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)