effGen

AI agents mostly rely on expensive large models, and local small models stumble on tool use. effGen enables small language models to work as capable autonomous agents on constrained hardware.

Its prompting and execution framework improves small-model planning and tool calling; published at ICML 2026.

Features

Small-model agents:Run locally.

Tool use:More reliable.

Low cost:Less compute.