AxSynthOptions
Defined in: https://github.com/ax-llm/ax/blob/5b28f9093bb70863b59459bb6df5062d005bce41/src/ax/dsp/synth.ts#L17
Configuration for synthetic data generation.
Properties
| Property | Type | Description |
|---|---|---|
diversity? | "none" | "semantic" | "lexical" | Diversity strategy for input generation. - ‘semantic’: Use embeddings to maximize semantic diversity - ’lexical’: Use token-based diversity - ’none’: No diversity filtering (default) |
domain? | string | Domain context for generating relevant examples |
edgeCases? | string[] | Edge case hints for generating challenging examples. Examples: “empty inputs”, “very long queries”, “special characters” |
model? | string | Model to use for generation (optional, uses teacher’s default) |
teacher | AxAIService | Teacher AI to use for labeling generated inputs |
temperature? | number | Temperature for input generation (default: 0.8) |