dspy-bootstrap-few-shot

Name: dspy-bootstrap-few-shot
Rating: 5 (6 reviews)
Author: lebsral

Use when you have 50+ labeled examples and want a quick accuracy boost as your first optimization step — the simplest and fastest DSPy optimizer. Common scenarios - your first optimization attempt on a new DSPy program, adding few-shot examples automatically from labeled data, quick accuracy boost before trying heavier optimizers, bootstrapping demonstrations from a teacher model, or getting start

6stars

Updated 13 days ago

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How to add

/plugin marketplace add lebsral/DSPy-Programming-not-prompting-LMs-skills

The exact command may vary by repository. Check the README on GitHub.

For the skill author

Drop this on your repo README

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Bootstrap Few-Shot Demonstrations

Guide the user through using dspy.BootstrapFewShot to automatically generate and select high-quality few-shot demonstrations for their DSPy program. This is the simplest optimizer and the recommended first step before trying heavier optimizers.

What is BootstrapFewShot

dspy.BootstrapFewShot takes your program, a training set, and a metric, then:

Runs your program on each training example
Keeps the traces (input/output pairs) where the metric p

[Description truncada. Veja o README completo no GitHub.]

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