optimizers

type BootstrapFewShot struct {
	Metric          func(example map[string]interface{}, prediction map[string]interface{}, ctx context.Context) bool
	MaxBootstrapped int
}

type Copro struct {
	Metric          func(example, prediction map[string]interface{}, ctx context.Context) bool
	MaxBootstrapped int
	SubOptimizer    core.Optimizer
}

type MIPRO struct {
	Metric               func(example, prediction map[string]interface{}, ctx context.Context) float64
	NumCandidates        int
	MaxBootstrappedDemos int
	MaxLabeledDemos      int
	NumTrials            int
	PromptModel          core.LLM
	TaskModel            core.LLM
	MiniBatchSize        int
	FullEvalSteps        int
	Verbose              bool
}

type MIPROOption func(*MIPRO)

type Trial struct {
	Params map[string]int
	Score  float64
}