Miles

Miles is an open-source, enterprise-grade reinforcement learning framework for large-scale LLM and VLM post-training. It integrates SGLang for high-throughput rollouts with Megatron-LM/FSDP for scalable training, and includes systems features for low-precision training, MoE stability, OPD, agentic rollout, and production fault tolerance.