In the news
Miles v0.1: Production-level Post-training
LMSYS · Published · 3 min read
In 30 seconds
- What happened
- Miles v0.1 released as a production-ready system for frontier-scale reinforcement learning post-training of large language models.
- Why it matters
- Matters for ML engineers building or deploying RL training pipelines at scale, especially those training models on agentic or tool-use tasks.
- Watch out
- This is a system announcement with architectural details but limited public performance benchmarks or comparison data against alternatives.
Listen to this summary
- post-train
The patterns behind this
- Reinforcement Learning from Human Feedback
- Reinforcement Learning from AI Feedback
- Reinforcement Learning Exploration
Each one covers how the technique works, when it earns its cost, and where it breaks.
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