NuminaMath Collection Datasets and models for training SOTA math LLMs. See our GitHub for training & inference code: https://github.com/project-numina/aimo-progress-prize • 6 items • Updated Jul 21 • 63
Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies Paper • 2407.13623 • Published Jul 18 • 52
view article Article RegMix: Data Mixture as Regression for Language Model Pre-training By SivilTaram • Jul 11 • 10
AIMO Progress Prize Collection Models and datasets used in the winning solution to the AIMO 1st Progress Prize • 7 items • Updated Jul 19 • 9
Self-Play Preference Optimization for Language Model Alignment Paper • 2405.00675 • Published May 1 • 24
Parameter-Efficient Orthogonal Finetuning via Butterfly Factorization Paper • 2311.06243 • Published Nov 10, 2023 • 17
MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models Paper • 2309.12284 • Published Sep 21, 2023 • 18