|
| 1 | +package importers |
| 2 | + |
| 3 | +import ( |
| 4 | + "encoding/json" |
| 5 | + "path/filepath" |
| 6 | + "strings" |
| 7 | + |
| 8 | + "github.com/mudler/LocalAI/core/config" |
| 9 | + "github.com/mudler/LocalAI/core/gallery" |
| 10 | + "github.com/mudler/LocalAI/core/schema" |
| 11 | + "go.yaml.in/yaml/v2" |
| 12 | +) |
| 13 | + |
| 14 | +var _ Importer = &MLXImporter{} |
| 15 | + |
| 16 | +type MLXImporter struct{} |
| 17 | + |
| 18 | +func (i *MLXImporter) Match(uri string, request schema.ImportModelRequest) bool { |
| 19 | + preferences, err := request.Preferences.MarshalJSON() |
| 20 | + if err != nil { |
| 21 | + return false |
| 22 | + } |
| 23 | + preferencesMap := make(map[string]any) |
| 24 | + err = json.Unmarshal(preferences, &preferencesMap) |
| 25 | + if err != nil { |
| 26 | + return false |
| 27 | + } |
| 28 | + |
| 29 | + b, ok := preferencesMap["backend"].(string) |
| 30 | + if ok && b == "mlx" || b == "mlx-vlm" { |
| 31 | + return true |
| 32 | + } |
| 33 | + |
| 34 | + // All https://huggingface.co/mlx-community/* |
| 35 | + if strings.Contains(uri, "mlx-community/") { |
| 36 | + return true |
| 37 | + } |
| 38 | + |
| 39 | + return false |
| 40 | +} |
| 41 | + |
| 42 | +func (i *MLXImporter) Import(uri string, request schema.ImportModelRequest) (gallery.ModelConfig, error) { |
| 43 | + preferences, err := request.Preferences.MarshalJSON() |
| 44 | + if err != nil { |
| 45 | + return gallery.ModelConfig{}, err |
| 46 | + } |
| 47 | + preferencesMap := make(map[string]any) |
| 48 | + err = json.Unmarshal(preferences, &preferencesMap) |
| 49 | + if err != nil { |
| 50 | + return gallery.ModelConfig{}, err |
| 51 | + } |
| 52 | + |
| 53 | + name, ok := preferencesMap["name"].(string) |
| 54 | + if !ok { |
| 55 | + name = filepath.Base(uri) |
| 56 | + } |
| 57 | + |
| 58 | + description, ok := preferencesMap["description"].(string) |
| 59 | + if !ok { |
| 60 | + description = "Imported from " + uri |
| 61 | + } |
| 62 | + |
| 63 | + backend := "mlx" |
| 64 | + b, ok := preferencesMap["backend"].(string) |
| 65 | + if ok { |
| 66 | + backend = b |
| 67 | + } |
| 68 | + |
| 69 | + modelConfig := config.ModelConfig{ |
| 70 | + Name: name, |
| 71 | + Description: description, |
| 72 | + KnownUsecaseStrings: []string{"chat"}, |
| 73 | + Backend: backend, |
| 74 | + PredictionOptions: schema.PredictionOptions{ |
| 75 | + BasicModelRequest: schema.BasicModelRequest{ |
| 76 | + Model: uri, |
| 77 | + }, |
| 78 | + }, |
| 79 | + TemplateConfig: config.TemplateConfig{ |
| 80 | + UseTokenizerTemplate: true, |
| 81 | + }, |
| 82 | + } |
| 83 | + |
| 84 | + data, err := yaml.Marshal(modelConfig) |
| 85 | + if err != nil { |
| 86 | + return gallery.ModelConfig{}, err |
| 87 | + } |
| 88 | + |
| 89 | + return gallery.ModelConfig{ |
| 90 | + Name: name, |
| 91 | + Description: description, |
| 92 | + ConfigFile: string(data), |
| 93 | + }, nil |
| 94 | +} |
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