README.md

Enterprise-Grade Reinforcement Learning for Large-Scale Model Training

High-Performance Rollout • Low Precision Training • Production Stability

Quick Start | Advanced Features | Developer Guide | Documentation

Miles is a high-performance, enterprise-ready reinforcement learning (RL) framework specifically optimized for Large-Scale model Post-Training. Miles bridges the gap between research-grade RL and production-grade reliability by integrating SGLang for high-throughput rollout and Megatron-LM for scalable training.

"A journey of a thousand miles begins with a single rollout."