gpt4all/gpt4all-bindings/golang/options.go

package gpt4all

type PredictOptions struct {
	ContextSize, RepeatLastN, Tokens, TopK, Batch  int
	TopP, Temperature, ContextErase, RepeatPenalty float64
}

type PredictOption func(p *PredictOptions)

var DefaultOptions PredictOptions = PredictOptions{
	Tokens:        200,
	TopK:          10,
	TopP:          0.90,
	Temperature:   0.96,
	Batch:         1,
	ContextErase:  0.55,
	ContextSize:   1024,
	RepeatLastN:   10,
	RepeatPenalty: 1.2,
}

var DefaultModelOptions ModelOptions = ModelOptions{
	Threads:   4,
	ModelType: GPTJType,
}

type ModelOptions struct {
	Threads   int
	ModelType ModelType
}
type ModelOption func(p *ModelOptions)

type ModelType int

const (
	LLaMAType ModelType = 0
	GPTJType  ModelType = iota
	MPTType   ModelType = iota
)

// SetTokens sets the number of tokens to generate.
func SetTokens(tokens int) PredictOption {
	return func(p *PredictOptions) {
		p.Tokens = tokens
	}
}

// SetTopK sets the value for top-K sampling.
func SetTopK(topk int) PredictOption {
	return func(p *PredictOptions) {
		p.TopK = topk
	}
}

// SetTopP sets the value for nucleus sampling.
func SetTopP(topp float64) PredictOption {
	return func(p *PredictOptions) {
		p.TopP = topp
	}
}

// SetRepeatPenalty sets the repeat penalty.
func SetRepeatPenalty(ce float64) PredictOption {
	return func(p *PredictOptions) {
		p.RepeatPenalty = ce
	}
}

// SetRepeatLastN sets the RepeatLastN.
func SetRepeatLastN(ce int) PredictOption {
	return func(p *PredictOptions) {
		p.RepeatLastN = ce
	}
}

// SetContextErase sets the context erase %.
func SetContextErase(ce float64) PredictOption {
	return func(p *PredictOptions) {
		p.ContextErase = ce
	}
}

// SetTemperature sets the temperature value for text generation.
func SetTemperature(temp float64) PredictOption {
	return func(p *PredictOptions) {
		p.Temperature = temp
	}
}

// SetBatch sets the batch size.
func SetBatch(size int) PredictOption {
	return func(p *PredictOptions) {
		p.Batch = size
	}
}

// Create a new PredictOptions object with the given options.
func NewPredictOptions(opts ...PredictOption) PredictOptions {
	p := DefaultOptions
	for _, opt := range opts {
		opt(&p)
	}
	return p
}

// SetThreads sets the number of threads to use for text generation.
func SetThreads(c int) ModelOption {
	return func(p *ModelOptions) {
		p.Threads = c
	}
}

// SetModelType sets the model type.
func SetModelType(c ModelType) ModelOption {
	return func(p *ModelOptions) {
		p.ModelType = c
	}
}

// Create a new PredictOptions object with the given options.
func NewModelOptions(opts ...ModelOption) ModelOptions {
	p := DefaultModelOptions
	for _, opt := range opts {
		opt(&p)
	}
	return p
}