Nemotron-Cascade 2: Post-Training LLMs with Cascade RL and Multi-Domain On-Policy Distillation

This 30B parameter model with only 3B active parameters achieves frontier-level reasoning performance, demonstrating that efficient architectures can match much larger models. The cascade reinforcement learning and multi-domain distillation techniques offer practical insights for teams building high-performance models with resource constraints.