mirror of
https://github.com/mudler/LocalAI.git
synced 2024-12-29 17:08:52 +00:00
5866fc8ded
Signed-off-by: Sertac Ozercan <sozercan@gmail.com>
53 lines
1.5 KiB
Go
53 lines
1.5 KiB
Go
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, mode, step, seed int, positive_prompt, negative_prompt, src, dst string, loader *model.ModelLoader, backendConfig config.BackendConfig, appConfig *config.ApplicationConfig) (func() error, error) {
|
|
threads := backendConfig.Threads
|
|
if *threads == 0 && appConfig.Threads != 0 {
|
|
threads = &appConfig.Threads
|
|
}
|
|
gRPCOpts := gRPCModelOpts(backendConfig)
|
|
opts := modelOpts(backendConfig, appConfig, []model.Option{
|
|
model.WithBackendString(backendConfig.Backend),
|
|
model.WithAssetDir(appConfig.AssetsDestination),
|
|
model.WithThreads(uint32(*threads)),
|
|
model.WithContext(appConfig.Context),
|
|
model.WithModel(backendConfig.Model),
|
|
model.WithLoadGRPCLoadModelOpts(gRPCOpts),
|
|
})
|
|
|
|
inferenceModel, err := loader.BackendLoader(
|
|
opts...,
|
|
)
|
|
if err != nil {
|
|
return nil, err
|
|
}
|
|
|
|
fn := func() error {
|
|
_, err := inferenceModel.GenerateImage(
|
|
appConfig.Context,
|
|
&proto.GenerateImageRequest{
|
|
Height: int32(height),
|
|
Width: int32(width),
|
|
Mode: int32(mode),
|
|
Step: int32(step),
|
|
Seed: int32(seed),
|
|
CLIPSkip: int32(backendConfig.Diffusers.ClipSkip),
|
|
PositivePrompt: positive_prompt,
|
|
NegativePrompt: negative_prompt,
|
|
Dst: dst,
|
|
Src: src,
|
|
EnableParameters: backendConfig.Diffusers.EnableParameters,
|
|
})
|
|
return err
|
|
}
|
|
|
|
return fn, nil
|
|
}
|