Subset: Teleprompt
Optimizers (a.k.a. teleprompters) that compile DSPy programs.
URI: Teleprompt
Identifier and Mapping Information
Schema Source
- from schema: https://w3id.org/lmodel/dspy
Classes in subset
| Class | Description |
|---|---|
| AvatarOptimizer | Optimizer specialized for Avatar agents (``dspy |
| BetterTogether | Compose prompt + weight optimization (``dspy |
| BootstrapFewShot | Bootstraps demos by running the teacher program (``dspy |
| BootstrapFewShotWithOptuna | BootstrapFewShot driven by an Optuna hyperparameter search (``dspy |
| BootstrapFewShotWithRandomSearch | BootstrapFewShot + random search over program variants (``dspy |
| BootstrapFinetune | Bootstrap demos then fine-tune the underlying LM (``dspy |
| COPRO | Coordinate-prompt optimizer (``dspy |
| Ensemble | Ensembles multiple compiled programs (``dspy |
| GEPA | Genetic-evolutionary Prompt Adaptation optimizer (``dspy |
| InferRules | Optimizer that infers natural-language rules from training data (``dspy |
| KNNFewShot | KNN-selected few-shot optimizer (``dspy |
| LabeledFewShot | Trivial optimizer that injects labelled few-shot demos (``dspy |
| MIPROv2 | Multi-prompt instruction-program optimizer v2 (``dspy |
| SIMBA | Stochastic Introspective Mini-Batch Ascent optimizer (``dspy |
| Teleprompter | Base class for DSPy optimizers (``dspy |