model

package
v1.21.0 Latest Latest
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Published: Jul 16, 2023 License: MIT Imports: 19 Imported by: 0

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Constants

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const (
	LlamaBackend        = "llama"
	BloomzBackend       = "bloomz"
	StarcoderBackend    = "starcoder"
	GPTJBackend         = "gptj"
	DollyBackend        = "dolly"
	MPTBackend          = "mpt"
	GPTNeoXBackend      = "gptneox"
	ReplitBackend       = "replit"
	Gpt2Backend         = "gpt2"
	Gpt4AllLlamaBackend = "gpt4all-llama"
	Gpt4AllMptBackend   = "gpt4all-mpt"
	Gpt4AllJBackend     = "gpt4all-j"
	Gpt4All             = "gpt4all"
	FalconBackend       = "falcon"
	FalconGGMLBackend   = "falcon-ggml"

	BertEmbeddingsBackend  = "bert-embeddings"
	RwkvBackend            = "rwkv"
	WhisperBackend         = "whisper"
	StableDiffusionBackend = "stablediffusion"
	PiperBackend           = "piper"
	LCHuggingFaceBackend   = "langchain-huggingface"
)

Variables

This section is empty.

Functions

This section is empty.

Types

type ModelLoader

type ModelLoader struct {
	ModelPath string
	// contains filtered or unexported fields
}

func NewModelLoader

func NewModelLoader(modelPath string) *ModelLoader

func (*ModelLoader) BackendLoader added in v1.7.0

func (ml *ModelLoader) BackendLoader(opts ...Option) (model *grpc.Client, err error)

func (*ModelLoader) ExistsInModelPath

func (ml *ModelLoader) ExistsInModelPath(s string) bool

func (*ModelLoader) GreedyLoader added in v1.7.0

func (ml *ModelLoader) GreedyLoader(opts ...Option) (*grpc.Client, error)

func (*ModelLoader) ListModels

func (ml *ModelLoader) ListModels() ([]string, error)

func (*ModelLoader) LoadModel added in v1.9.0

func (ml *ModelLoader) LoadModel(modelName string, loader func(string) (*grpc.Client, error)) (*grpc.Client, error)

func (*ModelLoader) StopGRPC added in v1.21.0

func (ml *ModelLoader) StopGRPC()

func (*ModelLoader) TemplatePrefix

func (ml *ModelLoader) TemplatePrefix(modelName string, in interface{}) (string, error)

type Option added in v1.21.0

type Option func(*Options)

func WithAssetDir added in v1.21.0

func WithAssetDir(assetDir string) Option

func WithBackendString added in v1.21.0

func WithBackendString(backend string) Option

func WithContext added in v1.21.0

func WithContext(ctx context.Context) Option

func WithLoadGRPCLLMModelOpts added in v1.21.0

func WithLoadGRPCLLMModelOpts(opts *pb.ModelOptions) Option

func WithModelFile added in v1.21.0

func WithModelFile(modelFile string) Option

func WithThreads added in v1.21.0

func WithThreads(threads uint32) Option

type Options added in v1.21.0

type Options struct {
	// contains filtered or unexported fields
}

func NewOptions added in v1.21.0

func NewOptions(opts ...Option) *Options

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