Reflection Releases Beam 501B Sparse Mixture-of-Experts Open-Weight Model

Beam is a 501B parameter sparse MoE model with 23B active parameters optimized for coding and agentic tasks. It was trained on 23.8T tokens and utilizes high-compute reinforcement learning via 100M rollouts on 10.5K NVIDIA GB300 GPUs.