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* feat(loader): refactor single active backend support to LRU This changeset introduces LRU management of loaded backends. Users can set now a maximum number of models to be loaded concurrently, and, when setting LocalAI in single active backend mode we set LRU to 1 for backward compatibility. Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * chore: add tests Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * Update docs Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * Fixups Signed-off-by: Ettore Di Giacinto <mudler@localai.io> --------- Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
42 lines
1.1 KiB
Go
42 lines
1.1 KiB
Go
package backend
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import (
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"github.com/mudler/LocalAI/core/config"
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"github.com/mudler/LocalAI/pkg/grpc/proto"
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model "github.com/mudler/LocalAI/pkg/model"
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)
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func VideoGeneration(height, width int32, prompt, negativePrompt, startImage, endImage, dst string, numFrames, fps, seed int32, cfgScale float32, step int32, loader *model.ModelLoader, modelConfig config.ModelConfig, appConfig *config.ApplicationConfig) (func() error, error) {
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opts := ModelOptions(modelConfig, appConfig)
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inferenceModel, err := loader.Load(
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opts...,
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)
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if err != nil {
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return nil, err
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}
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fn := func() error {
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_, err := inferenceModel.GenerateVideo(
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appConfig.Context,
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&proto.GenerateVideoRequest{
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Height: height,
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Width: width,
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Prompt: prompt,
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NegativePrompt: negativePrompt,
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StartImage: startImage,
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EndImage: endImage,
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NumFrames: numFrames,
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Fps: fps,
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Seed: seed,
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CfgScale: cfgScale,
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Step: step,
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Dst: dst,
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})
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return err
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}
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return fn, nil
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}
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