Slot: teacher_settings
Applicable Classes
| Name | Description | Modifies Slot |
|---|---|---|
| BootstrapFewShot | Bootstraps demos by running the teacher program (``dspy | no |
| MIPROv2 | Multi-prompt instruction-program optimizer v2 (``dspy | no |
| BootstrapFinetune | Bootstrap demos then fine-tune the underlying LM (``dspy | no |
| BootstrapFewShotWithRandomSearch | BootstrapFewShot + random search over program variants (``dspy | no |
| BootstrapFewShotWithOptuna | BootstrapFewShot driven by an Optuna hyperparameter search (``dspy | no |
| KNNFewShot | KNN-selected few-shot optimizer (``dspy | no |
| InferRules | Optimizer that infers natural-language rules from training data (``dspy | no |
Properties
Type and Range
| Property | Value |
|---|---|
| Range | Any |
| Domain Of | BootstrapFewShot, MIPROv2, BootstrapFinetune |
Cardinality and Requirements
| Property | Value |
|---|---|
Identifier and Mapping Information
Schema Source
- from schema: https://w3id.org/lmodel/dspy
Mappings
| Mapping Type | Mapped Value |
|---|---|
| self | dspy:teacher_settings |
| native | dspy:teacher_settings |
LinkML Source
name: teacher_settings
from_schema: https://w3id.org/lmodel/dspy
rank: 1000
domain_of:
- BootstrapFewShot
- MIPROv2
- BootstrapFinetune
range: Any