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Usage Features (#863)

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Dave 2023-08-18 15:23:14 -04:00 • committed by GitHub
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40 changed files with 1222 additions and 317 deletions
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10
pkg/grpc/llm/bert/bert.go
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@ -4,6 +4,7 @@ package bert
// It is meant to be used by the main executable that is the server for the specific backend type (falcon, gpt3, etc)
import (
bert "github.com/go-skynet/go-bert.cpp"
"github.com/rs/zerolog/log"
"github.com/go-skynet/LocalAI/pkg/grpc/base"
pb "github.com/go-skynet/LocalAI/pkg/grpc/proto"
@ -15,12 +16,21 @@ type Embeddings struct {
}
func (llm *Embeddings) Load(opts *pb.ModelOptions) error {
if llm.Base.State != pb.StatusResponse_UNINITIALIZED {
log.Warn().Msgf("bert backend loading %s while already in state %s!", opts.Model, llm.Base.State.String())
}
llm.Base.Lock()
defer llm.Base.Unlock()
model, err := bert.New(opts.ModelFile)
llm.bert = model
return err
}
func (llm *Embeddings) Embeddings(opts *pb.PredictOptions) ([]float32, error) {
llm.Base.Lock()
defer llm.Base.Unlock()
if len(opts.EmbeddingTokens) > 0 {
tokens := []int{}
for _, t := range opts.EmbeddingTokens {