dspy-bootstrap-rs

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

Use when basic BootstrapFewShot is not enough and you want to search over multiple candidate demo sets — better results at the cost of more LM calls. Common scenarios - BootstrapFewShot alone is not reaching target accuracy, you want to search over multiple candidate demo sets and pick the best, optimizing for tasks where example selection matters a lot, or when you have compute budget for a more

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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Optimize Few-Shot Demos with dspy.BootstrapFewShotWithRandomSearch

Guide the user through using DSPy's BootstrapFewShotWithRandomSearch optimizer to find the best set of few-shot demonstrations for their program. This optimizer runs BootstrapFewShot multiple times with different random seeds and keeps the candidate program that scores highest on a metric.

What it is

BootstrapFewShotWithRandomSearch (also known as BootstrapRS) is a prompt optimizer that searches over multiple candidat

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

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