package llm import ( "encoding/binary" "errors" "fmt" "io" ) type ModelFamily string type ModelType uint32 const ( ModelType3B ModelType = 26 ModelType7B ModelType = 32 ModelType13B ModelType = 40 ModelType34B ModelType = 48 ModelType30B ModelType = 60 ModelType65B ModelType = 80 ) func (mt ModelType) String() string { switch mt { case ModelType3B: return "3B" case ModelType7B: return "7B" case ModelType13B: return "13B" case ModelType34B: return "34B" case ModelType30B: return "30B" case ModelType65B: return "65B" default: return "Unknown" } } type FileType interface { String() string } type GGML struct { magic uint32 container model } type model interface { ModelFamily() ModelFamily ModelType() ModelType FileType() FileType } type container interface { Name() string Decode(io.Reader) error } type containerGGML struct { } func (c *containerGGML) Name() string { return "ggml" } func (c *containerGGML) Decode(r io.Reader) error { return nil } type containerGGMF struct { version uint32 } func (c *containerGGMF) Name() string { return "ggmf" } func (c *containerGGMF) Decode(r io.Reader) error { var version uint32 binary.Read(r, binary.LittleEndian, &version) switch version { case 1: default: return errors.New("invalid version") } c.version = version return nil } type containerGGJT struct { version uint32 } func (c *containerGGJT) Name() string { return "ggjt" } func (c *containerGGJT) Decode(r io.Reader) error { var version uint32 binary.Read(r, binary.LittleEndian, &version) switch version { case 1, 2, 3: default: return errors.New("invalid version") } c.version = version return nil } type containerLORA struct { version uint32 } func (c *containerLORA) Name() string { return "ggla" } func (c *containerLORA) Decode(r io.Reader) error { var version uint32 binary.Read(r, binary.LittleEndian, &version) switch version { case 1: default: return errors.New("invalid version") } c.version = version return nil } const ( // / Magic constant for `ggml` files (unversioned). FILE_MAGIC_GGML = 0x67676d6c // / Magic constant for `ggml` files (versioned, ggmf). FILE_MAGIC_GGMF = 0x67676d66 // / Magic constant for `ggml` files (versioned, ggjt). FILE_MAGIC_GGJT = 0x67676a74 // / Magic constant for `ggla` files (LoRA adapter). FILE_MAGIC_GGLA = 0x67676C61 ) func DecodeGGML(r io.ReadSeeker, hint ModelFamily) (*GGML, error) { var ggml GGML binary.Read(r, binary.LittleEndian, &ggml.magic) switch ggml.magic { case FILE_MAGIC_GGML: ggml.container = &containerGGML{} case FILE_MAGIC_GGMF: ggml.container = &containerGGMF{} case FILE_MAGIC_GGJT: ggml.container = &containerGGJT{} case FILE_MAGIC_GGLA: ggml.container = &containerLORA{} default: return nil, errors.New("invalid file magic") } if err := ggml.Decode(r); err != nil { return nil, err } // different model types may have different layouts for hyperparameters switch hint { case ModelFamilyLlama: var llama llamaModel binary.Read(r, binary.LittleEndian, &llama.hyperparameters) ggml.model = &llama // TODO: sanity check hyperparameters default: return nil, fmt.Errorf("unsupported model type: %s", hint) } // final model type return &ggml, nil }