#GPU efficiency18/06/2025
AREAL: Revolutionizing Large Reasoning Model Training with Fully Asynchronous Reinforcement Learning
AREAL is a new asynchronous reinforcement learning system that significantly speeds up training of large reasoning models by separating generation and training processes, achieving up to 2.77× faster training without loss of accuracy.