Privacy-Conscious Delegation ↗

Please refer to this tutorial from the PAPILLON authors using DSPy.

This tutorial demonstrates a few aspects of using DSPy in a more advanced context:

1. It builds a multi-stage dspy.Module that involves a small local LM using an external tool.
2. It builds a multi-stage judge in DSPy, and uses it as a metric for evaluation.
3. It uses this judge for optimizing the dspy.Module, using a large model as a teacher for a small local LM.