How to optimize with DSPy

Learn DSPy optimization tuning prompts and LM weights via few-shot learning, instruction optimization, and finetuning. You will cover data splits, various optimizers, and saving/loading optimized programs for iterative improvement.

DSPy

Python

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4 lessons

16 practices

Less than 3 hours

Course details

Introduction to Optimization with DSPy

Preview

Splitting Data for Prompt Optimization

Loading External Data for Optimization

Implementing the DSPy Data Split Ratio

Working with Built-in DSPy Datasets

DSPy Optimization Basics Quiz

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How to optimize with DSPy

Course details

Turn screen time into skills time

Join the 1M+ learners on CodeSignal

From our community

From our community

How to optimize with DSPy

Course details

Unit 15 practices38 min

Unit 24 practices32 min

Unit 34 practices32 min

Unit 43 practices26 min

Turn screen time into skills time

Join the 1M+ learners on CodeSignal

From our community

From our community