AxACEOptimizedProgram

Defined in: https://github.com/ax-llm/ax/blob/3306475085414d36aee4411ad2466e08e53bef8a/src/ax/dsp/optimizers/ace.ts#L248

Optimized program artifact that persists ACE playbook updates.

Extends

AxOptimizedProgramImpl<OUT>

Type Parameters

Type Parameter	Default type
`OUT`	`any`

Constructors

Constructor

TypeScript

new AxACEOptimizedProgram<OUT>(config: object): AxACEOptimizedProgram<OUT>;

Defined in: https://github.com/ax-llm/ax/blob/3306475085414d36aee4411ad2466e08e53bef8a/src/ax/dsp/optimizers/ace.ts#L255

Parameters

Parameter	Type
`config`	{ `artifact`: `AxACEOptimizationArtifact`; `baseInstruction?`: `string`; `bestScore`: `number`; `configurationHistory?`: `Record`<`string`, `unknown`>[]; `converged`: `boolean`; `demos?`: `AxProgramDemos`<`any`, `OUT`>[]; `examples?`: `AxExample`[]; `modelConfig?`: { [`key`: `string`]: `unknown`; `frequencyPenalty?`: `number`; `maxTokens?`: `number`; `presencePenalty?`: `number`; `stop?`: `string` \| `string`[]; `temperature?`: `number`; `topK?`: `number`; `topP?`: `number`; }; `optimizationTime`: `number`; `optimizerType`: `string`; `playbook`: `AxACEPlaybook`; `scoreHistory?`: `number`[]; `stats`: `AxOptimizationStats`; `totalRounds`: `number`; }
`config.artifact`	`AxACEOptimizationArtifact`
`config.baseInstruction?`	`string`
`config.bestScore`	`number`
`config.configurationHistory?`	`Record`<`string`, `unknown`>[]
`config.converged`	`boolean`
`config.demos?`	`AxProgramDemos`<`any`, `OUT`>[]
`config.examples?`	`AxExample`[]
`config.modelConfig?`	{ [`key`: `string`]: `unknown`; `frequencyPenalty?`: `number`; `maxTokens?`: `number`; `presencePenalty?`: `number`; `stop?`: `string` \| `string`[]; `temperature?`: `number`; `topK?`: `number`; `topP?`: `number`; }
`config.modelConfig.frequencyPenalty?`	`number`
`config.modelConfig.maxTokens?`	`number`
`config.modelConfig.presencePenalty?`	`number`
`config.modelConfig.stop?`	`string` \| `string`[]
`config.modelConfig.temperature?`	`number`
`config.modelConfig.topK?`	`number`
`config.modelConfig.topP?`	`number`
`config.optimizationTime`	`number`
`config.optimizerType`	`string`
`config.playbook`	`AxACEPlaybook`
`config.scoreHistory?`	`number`[]
`config.stats`	`AxOptimizationStats`
`config.totalRounds`	`number`

Returns

AxACEOptimizedProgram<OUT>

Overrides

AxOptimizedProgramImpl.constructor

Properties

Property	Modifier	Type	Description	Inherited from
`artifact`	`readonly`	`AxACEOptimizationArtifact`	-	-
`artifactFormatVersion?`	`readonly`	`number`	-	`AxOptimizedProgramImpl`.`artifactFormatVersion`
`bestScore`	`readonly`	`number`	-	`AxOptimizedProgramImpl`.`bestScore`
`componentMap?`	`readonly`	`Record`<`string`, `string`>	Generic component map produced by reflective optimizers (e.g. GEPA). Keys follow the `${programId}::${kind}[:${subKey}]` grammar from `AxOptimizableComponent`. Applied via `program.applyOptimizedComponents`.	`AxOptimizedProgramImpl`.`componentMap`
`configurationHistory?`	`readonly`	`Record`<`string`, `unknown`>[]	-	`AxOptimizedProgramImpl`.`configurationHistory`
`converged`	`readonly`	`boolean`	-	`AxOptimizedProgramImpl`.`converged`
`demos?`	`readonly`	`AxProgramDemos`<`any`, `OUT`>[]	-	`AxOptimizedProgramImpl`.`demos`
`examples?`	`readonly`	`AxExample`[]	-	`AxOptimizedProgramImpl`.`examples`
`instructionSchema?`	`readonly`	`string`	-	`AxOptimizedProgramImpl`.`instructionSchema`
`modelConfig?`	`readonly`	`object`	-	`AxOptimizedProgramImpl`.`modelConfig`
`modelConfig.frequencyPenalty?`	`public`	`number`	-	-
`modelConfig.maxTokens?`	`public`	`number`	-	-
`modelConfig.presencePenalty?`	`public`	`number`	-	-
`modelConfig.stop?`	`public`	`string` \| `string`[]	-	-
`modelConfig.temperature?`	`public`	`number`	-	-
`modelConfig.topK?`	`public`	`number`	-	-
`modelConfig.topP?`	`public`	`number`	-	-
`optimizationTime`	`readonly`	`number`	-	`AxOptimizedProgramImpl`.`optimizationTime`
`optimizerType`	`readonly`	`string`	-	`AxOptimizedProgramImpl`.`optimizerType`
`playbook`	`readonly`	`AxACEPlaybook`	-	-
`scoreHistory?`	`readonly`	`number`[]	-	`AxOptimizedProgramImpl`.`scoreHistory`
`selectorState?`	`readonly`	`Record`<`string`, `AxGEPAComponentBanditState`>	-	`AxOptimizedProgramImpl`.`selectorState`
`stats`	`readonly`	`AxOptimizationStats`	-	`AxOptimizedProgramImpl`.`stats`
`totalRounds`	`readonly`	`number`	-	`AxOptimizedProgramImpl`.`totalRounds`

Methods

applyTo()

TypeScript

applyTo<IN, T>(program: AxGen<IN, T>): void;

Defined in: https://github.com/ax-llm/ax/blob/3306475085414d36aee4411ad2466e08e53bef8a/src/ax/dsp/optimizers/ace.ts#L290

Type Parameters

Type Parameter
`IN`
`T` extends `AxGenOut`

Parameters

Parameter	Type
`program`	`AxGen`<`IN`, `T`>

Returns

void

Overrides

AxOptimizedProgramImpl.applyTo