Proud to share MERA: joint work from a group of brilliant researchers including our very own.
It evolves small models with SkillBook + routing + adapters so they take on more of the agent workload over time.
Paper + code 👇
🚀 MERA: Model Evolution and Routing with Skill Adaptation for Agentic Systems at Scale
How can we make small models stronger for on-device agent deployment?
MERA uses stronger models to guide an iterative loop of RL/GRPO, skill learning, and router optimization. Student





