dspy-optimization
OfficialTune DSPy prompts with smart optimizers.
AuthorQredence
Version1.0.0
Installs0
System Documentation
What problem does it solve?
DSPy optimization automates the tuning of DSPy programs by selecting optimal teleprompters, metrics, and training data to improve performance and reliability.
Core Features & Use Cases
- Teleprompter options include BootstrapFewShot, KNNFewShot, LabeledFewShot, MIPROv2, and GEPA to tailor prompts and demonstrations.
- Metrics and evaluation workflows enable end-to-end optimization, comparison across configurations, and robust validation.
- End-to-end optimization workflows support compiling, training, evaluating, and promoting high-quality DSPy programs.
Quick Start
Provide a DSPy program, select an optimizer, and supply a training set to generate an optimized, tested program.
Dependency Matrix
Required Modules
dspy
Components
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: dspy-optimization Download link: https://github.com/Qredence/skill-fleet/archive/main.zip#dspy-optimization Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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