File size: 1,329 Bytes
0f07ba7 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 | package backend
import (
"github.com/mudler/LocalAI/core/config"
"github.com/mudler/LocalAI/pkg/grpc/proto"
model "github.com/mudler/LocalAI/pkg/model"
)
func ImageGeneration(height, width, step, seed int, positive_prompt, negative_prompt, src, dst string, loader *model.ModelLoader, modelConfig config.ModelConfig, appConfig *config.ApplicationConfig, refImages []string) (func() error, error) {
opts := ModelOptions(modelConfig, appConfig)
inferenceModel, err := loader.Load(
opts...,
)
if err != nil {
return nil, err
}
fn := func() error {
_, err := inferenceModel.GenerateImage(
appConfig.Context,
&proto.GenerateImageRequest{
Height: int32(height),
Width: int32(width),
Step: int32(step),
Seed: int32(seed),
CLIPSkip: int32(modelConfig.Diffusers.ClipSkip),
PositivePrompt: positive_prompt,
NegativePrompt: negative_prompt,
Dst: dst,
Src: src,
EnableParameters: modelConfig.Diffusers.EnableParameters,
RefImages: refImages,
})
return err
}
return fn, nil
}
// ImageGenerationFunc is a test-friendly indirection to call image generation logic.
// Tests can override this variable to provide a stub implementation.
var ImageGenerationFunc = ImageGeneration
|