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feat: track internally started models by ID (#3693)
* chore(refactor): track internally started models by ID Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * Just extend options, no need to copy Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * Improve debugging for rerankers failures Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * Simplify model loading with rerankers Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * Be more consistent when generating model options Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * Uncommitted code Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * Make deleteProcess more idiomatic Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * Adapt CLI for sound generation Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * Fixup threads definition Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * Handle corner case where c.Seed is nil Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * Consistently use ModelOptions Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * Adapt new code to refactoring Signed-off-by: Ettore Di Giacinto <mudler@localai.io> --------- Signed-off-by: Ettore Di Giacinto <mudler@localai.io> Co-authored-by: Dave <dave@gray101.com>
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20 changed files with 169 additions and 185 deletions
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@ -33,22 +33,11 @@ type TokenUsage struct {
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func ModelInference(ctx context.Context, s string, messages []schema.Message, images, videos, audios []string, loader *model.ModelLoader, c config.BackendConfig, o *config.ApplicationConfig, tokenCallback func(string, TokenUsage) bool) (func() (LLMResponse, error), error) {
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modelFile := c.Model
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threads := c.Threads
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if *threads == 0 && o.Threads != 0 {
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threads = &o.Threads
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}
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grpcOpts := GRPCModelOpts(c)
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var inferenceModel grpc.Backend
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var err error
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opts := modelOpts(c, o, []model.Option{
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model.WithLoadGRPCLoadModelOpts(grpcOpts),
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model.WithThreads(uint32(*threads)), // some models uses this to allocate threads during startup
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model.WithAssetDir(o.AssetsDestination),
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model.WithModel(modelFile),
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model.WithContext(o.Context),
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})
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opts := ModelOptions(c, o, []model.Option{})
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if c.Backend != "" {
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opts = append(opts, model.WithBackendString(c.Backend))
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