Google's Tunix scales agentic RL training with high-throughput JAX library

Tunix is a new JAX-native post-training library that eliminates TPU idling bottlenecks when training multi-turn, tool-using LLM reasoning agents. It maximizes hardware throughput by combining highly concurrent, asynchronous rollouts with a decoupled producer-consumer pipeline.