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feat: add tiny dream stable diffusion support (#1283)

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Signed-off-by: Gianluca Boiano <morf3089@gmail.com>
This commit is contained in:
Gianluca Boiano
2023-12-24 20:27:24 +01:00
committed by GitHub
parent f7621b2c6c
commit cae7b197ec
13 changed files with 161 additions and 30 deletions
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32
backend/go/image/tinydream/tinydream.go Normal file
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package main
// This is a wrapper to statisfy the GRPC service interface
// It is meant to be used by the main executable that is the server for the specific backend type (falcon, gpt3, etc)
import (
"github.com/go-skynet/LocalAI/pkg/grpc/base"
pb "github.com/go-skynet/LocalAI/pkg/grpc/proto"
"github.com/go-skynet/LocalAI/pkg/tinydream"
)
type Image struct {
base.SingleThread
tinydream *tinydream.TinyDream
}
func (image *Image) Load(opts *pb.ModelOptions) error {
var err error
// Note: the Model here is a path to a directory containing the model files
image.tinydream, err = tinydream.New(opts.ModelFile)
return err
}
func (image *Image) GenerateImage(opts *pb.GenerateImageRequest) error {
return image.tinydream.GenerateImage(
int(opts.Height),
int(opts.Width),
int(opts.Step),
int(opts.Seed),
opts.PositivePrompt,
opts.NegativePrompt,
opts.Dst)
}