feat: auto load into memory on startup (#3627)

Signed-off-by: Sertac Ozercan <sozercan@gmail.com>
This commit is contained in:
Sertaç Özercan 2024-09-22 01:03:30 -07:00 committed by GitHub
parent 1f43678d53
commit ee21b00a8d
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GPG key ID: B5690EEEBB952194
10 changed files with 259 additions and 213 deletions

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@ -12,7 +12,7 @@ import (
func ModelEmbedding(s string, tokens []int, loader *model.ModelLoader, backendConfig config.BackendConfig, appConfig *config.ApplicationConfig) (func() ([]float32, error), error) {
modelFile := backendConfig.Model
grpcOpts := gRPCModelOpts(backendConfig)
grpcOpts := GRPCModelOpts(backendConfig)
var inferenceModel interface{}
var err error

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@ -12,7 +12,7 @@ func ImageGeneration(height, width, mode, step, seed int, positive_prompt, negat
if *threads == 0 && appConfig.Threads != 0 {
threads = &appConfig.Threads
}
gRPCOpts := gRPCModelOpts(backendConfig)
gRPCOpts := GRPCModelOpts(backendConfig)
opts := modelOpts(backendConfig, appConfig, []model.Option{
model.WithBackendString(backendConfig.Backend),
model.WithAssetDir(appConfig.AssetsDestination),

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@ -37,7 +37,7 @@ func ModelInference(ctx context.Context, s string, messages []schema.Message, im
if *threads == 0 && o.Threads != 0 {
threads = &o.Threads
}
grpcOpts := gRPCModelOpts(c)
grpcOpts := GRPCModelOpts(c)
var inferenceModel grpc.Backend
var err error

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@ -44,7 +44,7 @@ func getSeed(c config.BackendConfig) int32 {
return seed
}
func gRPCModelOpts(c config.BackendConfig) *pb.ModelOptions {
func GRPCModelOpts(c config.BackendConfig) *pb.ModelOptions {
b := 512
if c.Batch != 0 {
b = c.Batch

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@ -15,7 +15,7 @@ func Rerank(backend, modelFile string, request *proto.RerankRequest, loader *mod
return nil, fmt.Errorf("backend is required")
}
grpcOpts := gRPCModelOpts(backendConfig)
grpcOpts := GRPCModelOpts(backendConfig)
opts := modelOpts(config.BackendConfig{}, appConfig, []model.Option{
model.WithBackendString(bb),

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@ -29,7 +29,7 @@ func SoundGeneration(
return "", nil, fmt.Errorf("backend is a required parameter")
}
grpcOpts := gRPCModelOpts(backendConfig)
grpcOpts := GRPCModelOpts(backendConfig)
opts := modelOpts(config.BackendConfig{}, appConfig, []model.Option{
model.WithBackendString(backend),
model.WithModel(modelFile),

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@ -28,7 +28,7 @@ func ModelTTS(
bb = model.PiperBackend
}
grpcOpts := gRPCModelOpts(backendConfig)
grpcOpts := GRPCModelOpts(backendConfig)
opts := modelOpts(config.BackendConfig{}, appConfig, []model.Option{
model.WithBackendString(bb),