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Revert "[Refactor]: Core/API Split" (#1550)

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Revert "[Refactor]: Core/API Split (#1506)"

This reverts commit ab7b4d5ee9.
This commit is contained in:
Ettore Di Giacinto 2024-01-05 12:04:46 -05:00 • committed by GitHub
parent ab7b4d5ee9
commit db926896bd
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77 changed files with 3132 additions and 3456 deletions
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61
api/backend/image.go Normal file
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package backend
import (
config "github.com/go-skynet/LocalAI/api/config"
"github.com/go-skynet/LocalAI/api/options"
"github.com/go-skynet/LocalAI/pkg/grpc/proto"
model "github.com/go-skynet/LocalAI/pkg/model"
)
func ImageGeneration(height, width, mode, step, seed int, positive_prompt, negative_prompt, src, dst string, loader *model.ModelLoader, c config.Config, o *options.Option) (func() error, error) {
opts := modelOpts(c, o, []model.Option{
model.WithBackendString(c.Backend),
model.WithAssetDir(o.AssetsDestination),
model.WithThreads(uint32(c.Threads)),
model.WithContext(o.Context),
model.WithModel(c.Model),
model.WithLoadGRPCLoadModelOpts(&proto.ModelOptions{
CUDA: c.CUDA || c.Diffusers.CUDA,
SchedulerType: c.Diffusers.SchedulerType,
PipelineType: c.Diffusers.PipelineType,
CFGScale: c.Diffusers.CFGScale,
LoraAdapter: c.LoraAdapter,
LoraScale: c.LoraScale,
LoraBase: c.LoraBase,
IMG2IMG: c.Diffusers.IMG2IMG,
CLIPModel: c.Diffusers.ClipModel,
CLIPSubfolder: c.Diffusers.ClipSubFolder,
CLIPSkip: int32(c.Diffusers.ClipSkip),
ControlNet: c.Diffusers.ControlNet,
}),
})
inferenceModel, err := loader.BackendLoader(
opts...,
)
if err != nil {
return nil, err
}
fn := func() error {
_, err := inferenceModel.GenerateImage(
o.Context,
&proto.GenerateImageRequest{
Height: int32(height),
Width: int32(width),
Mode: int32(mode),
Step: int32(step),
Seed: int32(seed),
CLIPSkip: int32(c.Diffusers.ClipSkip),
PositivePrompt: positive_prompt,
NegativePrompt: negative_prompt,
Dst: dst,
Src: src,
EnableParameters: c.Diffusers.EnableParameters,
})
return err
}
return fn, nil
}