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Feat: rwkv improvements: (#937)
This commit is contained in:
Dave
GitHub
parent
0d6165e481
commit
901f0709c5
1
.gitignore
vendored
1
.gitignore
vendored
@ -1,5 +1,6 @@
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# go-llama build artifacts
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go-llama
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go-llama-stable
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/gpt4all
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go-stable-diffusion
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go-piper
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@ -60,6 +60,8 @@ func gRPCModelOpts(c config.Config) *pb.ModelOptions {
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Device: c.AutoGPTQ.Device,
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UseTriton: c.AutoGPTQ.Triton,
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UseFastTokenizer: c.AutoGPTQ.UseFastTokenizer,
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// RWKV
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Tokenizer: c.Tokenizer,
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}
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}
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@ -44,4 +44,7 @@ type PredictionOptions struct {
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// Diffusers
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ClipSkip int `json:"clip_skip" yaml:"clip_skip"`
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// RWKV (?)
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Tokenizer string `json:"tokenizer" yaml:"tokenizer"`
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}
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@ -20,9 +20,15 @@ type LLM struct {
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}
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func (llm *LLM) Load(opts *pb.ModelOptions) error {
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tokenizerFile := opts.Tokenizer
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if tokenizerFile == "" {
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modelFile := filepath.Base(opts.ModelFile)
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tokenizerFile = modelFile + tokenizerSuffix
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}
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modelPath := filepath.Dir(opts.ModelFile)
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modelFile := filepath.Base(opts.ModelFile)
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model := rwkv.LoadFiles(opts.ModelFile, filepath.Join(modelPath, modelFile+tokenizerSuffix), uint32(opts.GetThreads()))
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tokenizerPath := filepath.Join(modelPath, tokenizerFile)
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model := rwkv.LoadFiles(opts.ModelFile, tokenizerPath, uint32(opts.GetThreads()))
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if model == nil {
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return fmt.Errorf("could not load model")
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@ -68,3 +74,22 @@ func (llm *LLM) PredictStream(opts *pb.PredictOptions, results chan string) erro
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return nil
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}
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func (llm *LLM) TokenizeString(opts *pb.PredictOptions) (pb.TokenizationResponse, error) {
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tokens, err := llm.rwkv.Tokenizer.Encode(opts.Prompt)
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if err != nil {
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return pb.TokenizationResponse{}, err
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}
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l := len(tokens)
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i32Tokens := make([]int32, l)
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for i, t := range tokens {
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i32Tokens[i] = int32(t.ID)
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}
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return pb.TokenizationResponse{
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Length: int32(l),
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Tokens: i32Tokens,
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}, nil
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}
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@ -1,7 +1,7 @@
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// Code generated by protoc-gen-go. DO NOT EDIT.
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// versions:
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// protoc-gen-go v1.26.0
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// protoc v3.15.8
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// protoc-gen-go v1.27.1
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// protoc v3.12.4
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// source: pkg/grpc/proto/backend.proto
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package proto
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@ -550,6 +550,8 @@ type ModelOptions struct {
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CLIPModel string `protobuf:"bytes,31,opt,name=CLIPModel,proto3" json:"CLIPModel,omitempty"`
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CLIPSubfolder string `protobuf:"bytes,32,opt,name=CLIPSubfolder,proto3" json:"CLIPSubfolder,omitempty"`
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CLIPSkip int32 `protobuf:"varint,33,opt,name=CLIPSkip,proto3" json:"CLIPSkip,omitempty"`
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// RWKV
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Tokenizer string `protobuf:"bytes,34,opt,name=Tokenizer,proto3" json:"Tokenizer,omitempty"`
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}
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func (x *ModelOptions) Reset() {
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@ -815,6 +817,13 @@ func (x *ModelOptions) GetCLIPSkip() int32 {
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return 0
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}
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func (x *ModelOptions) GetTokenizer() string {
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if x != nil {
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return x.Tokenizer
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}
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return ""
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}
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type Result struct {
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state protoimpl.MessageState
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sizeCache protoimpl.SizeCache
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@ -1555,7 +1564,7 @@ var file_pkg_grpc_proto_backend_proto_rawDesc = []byte{
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@ -1617,131 +1626,133 @@ var file_pkg_grpc_proto_backend_proto_rawDesc = []byte{
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||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
}
|
||||
|
||||
var (
|
||||
|
||||
@ -108,6 +108,9 @@ message ModelOptions {
|
||||
string CLIPModel = 31;
|
||||
string CLIPSubfolder = 32;
|
||||
int32 CLIPSkip = 33;
|
||||
|
||||
// RWKV
|
||||
string Tokenizer = 34;
|
||||
}
|
||||
|
||||
message Result {
|
||||
|
||||
@ -1,7 +1,7 @@
|
||||
// Code generated by protoc-gen-go-grpc. DO NOT EDIT.
|
||||
// versions:
|
||||
// - protoc-gen-go-grpc v1.2.0
|
||||
// - protoc v3.15.8
|
||||
// - protoc-gen-go-grpc v1.3.0
|
||||
// - protoc v3.12.4
|
||||
// source: pkg/grpc/proto/backend.proto
|
||||
|
||||
package proto
|
||||
@ -18,6 +18,19 @@ import (
|
||||
// Requires gRPC-Go v1.32.0 or later.
|
||||
const _ = grpc.SupportPackageIsVersion7
|
||||
|
||||
const (
|
||||
Backend_Health_FullMethodName = "/backend.Backend/Health"
|
||||
Backend_Predict_FullMethodName = "/backend.Backend/Predict"
|
||||
Backend_LoadModel_FullMethodName = "/backend.Backend/LoadModel"
|
||||
Backend_PredictStream_FullMethodName = "/backend.Backend/PredictStream"
|
||||
Backend_Embedding_FullMethodName = "/backend.Backend/Embedding"
|
||||
Backend_GenerateImage_FullMethodName = "/backend.Backend/GenerateImage"
|
||||
Backend_AudioTranscription_FullMethodName = "/backend.Backend/AudioTranscription"
|
||||
Backend_TTS_FullMethodName = "/backend.Backend/TTS"
|
||||
Backend_TokenizeString_FullMethodName = "/backend.Backend/TokenizeString"
|
||||
Backend_Status_FullMethodName = "/backend.Backend/Status"
|
||||
)
|
||||
|
||||
// BackendClient is the client API for Backend service.
|
||||
//
|
||||
// For semantics around ctx use and closing/ending streaming RPCs, please refer to https://pkg.go.dev/google.golang.org/grpc/?tab=doc#ClientConn.NewStream.
|
||||
@ -44,7 +57,7 @@ func NewBackendClient(cc grpc.ClientConnInterface) BackendClient {
|
||||
|
||||
func (c *backendClient) Health(ctx context.Context, in *HealthMessage, opts ...grpc.CallOption) (*Reply, error) {
|
||||
out := new(Reply)
|
||||
err := c.cc.Invoke(ctx, "/backend.Backend/Health", in, out, opts...)
|
||||
err := c.cc.Invoke(ctx, Backend_Health_FullMethodName, in, out, opts...)
|
||||
if err != nil {
|
||||
return nil, err
|
||||
}
|
||||
@ -53,7 +66,7 @@ func (c *backendClient) Health(ctx context.Context, in *HealthMessage, opts ...g
|
||||
|
||||
func (c *backendClient) Predict(ctx context.Context, in *PredictOptions, opts ...grpc.CallOption) (*Reply, error) {
|
||||
out := new(Reply)
|
||||
err := c.cc.Invoke(ctx, "/backend.Backend/Predict", in, out, opts...)
|
||||
err := c.cc.Invoke(ctx, Backend_Predict_FullMethodName, in, out, opts...)
|
||||
if err != nil {
|
||||
return nil, err
|
||||
}
|
||||
@ -62,7 +75,7 @@ func (c *backendClient) Predict(ctx context.Context, in *PredictOptions, opts ..
|
||||
|
||||
func (c *backendClient) LoadModel(ctx context.Context, in *ModelOptions, opts ...grpc.CallOption) (*Result, error) {
|
||||
out := new(Result)
|
||||
err := c.cc.Invoke(ctx, "/backend.Backend/LoadModel", in, out, opts...)
|
||||
err := c.cc.Invoke(ctx, Backend_LoadModel_FullMethodName, in, out, opts...)
|
||||
if err != nil {
|
||||
return nil, err
|
||||
}
|
||||
@ -70,7 +83,7 @@ func (c *backendClient) LoadModel(ctx context.Context, in *ModelOptions, opts ..
|
||||
}
|
||||
|
||||
func (c *backendClient) PredictStream(ctx context.Context, in *PredictOptions, opts ...grpc.CallOption) (Backend_PredictStreamClient, error) {
|
||||
stream, err := c.cc.NewStream(ctx, &Backend_ServiceDesc.Streams[0], "/backend.Backend/PredictStream", opts...)
|
||||
stream, err := c.cc.NewStream(ctx, &Backend_ServiceDesc.Streams[0], Backend_PredictStream_FullMethodName, opts...)
|
||||
if err != nil {
|
||||
return nil, err
|
||||
}
|
||||
@ -103,7 +116,7 @@ func (x *backendPredictStreamClient) Recv() (*Reply, error) {
|
||||
|
||||
func (c *backendClient) Embedding(ctx context.Context, in *PredictOptions, opts ...grpc.CallOption) (*EmbeddingResult, error) {
|
||||
out := new(EmbeddingResult)
|
||||
err := c.cc.Invoke(ctx, "/backend.Backend/Embedding", in, out, opts...)
|
||||
err := c.cc.Invoke(ctx, Backend_Embedding_FullMethodName, in, out, opts...)
|
||||
if err != nil {
|
||||
return nil, err
|
||||
}
|
||||
@ -112,7 +125,7 @@ func (c *backendClient) Embedding(ctx context.Context, in *PredictOptions, opts
|
||||
|
||||
func (c *backendClient) GenerateImage(ctx context.Context, in *GenerateImageRequest, opts ...grpc.CallOption) (*Result, error) {
|
||||
out := new(Result)
|
||||
err := c.cc.Invoke(ctx, "/backend.Backend/GenerateImage", in, out, opts...)
|
||||
err := c.cc.Invoke(ctx, Backend_GenerateImage_FullMethodName, in, out, opts...)
|
||||
if err != nil {
|
||||
return nil, err
|
||||
}
|
||||
@ -121,7 +134,7 @@ func (c *backendClient) GenerateImage(ctx context.Context, in *GenerateImageRequ
|
||||
|
||||
func (c *backendClient) AudioTranscription(ctx context.Context, in *TranscriptRequest, opts ...grpc.CallOption) (*TranscriptResult, error) {
|
||||
out := new(TranscriptResult)
|
||||
err := c.cc.Invoke(ctx, "/backend.Backend/AudioTranscription", in, out, opts...)
|
||||
err := c.cc.Invoke(ctx, Backend_AudioTranscription_FullMethodName, in, out, opts...)
|
||||
if err != nil {
|
||||
return nil, err
|
||||
}
|
||||
@ -130,7 +143,7 @@ func (c *backendClient) AudioTranscription(ctx context.Context, in *TranscriptRe
|
||||
|
||||
func (c *backendClient) TTS(ctx context.Context, in *TTSRequest, opts ...grpc.CallOption) (*Result, error) {
|
||||
out := new(Result)
|
||||
err := c.cc.Invoke(ctx, "/backend.Backend/TTS", in, out, opts...)
|
||||
err := c.cc.Invoke(ctx, Backend_TTS_FullMethodName, in, out, opts...)
|
||||
if err != nil {
|
||||
return nil, err
|
||||
}
|
||||
@ -139,7 +152,7 @@ func (c *backendClient) TTS(ctx context.Context, in *TTSRequest, opts ...grpc.Ca
|
||||
|
||||
func (c *backendClient) TokenizeString(ctx context.Context, in *PredictOptions, opts ...grpc.CallOption) (*TokenizationResponse, error) {
|
||||
out := new(TokenizationResponse)
|
||||
err := c.cc.Invoke(ctx, "/backend.Backend/TokenizeString", in, out, opts...)
|
||||
err := c.cc.Invoke(ctx, Backend_TokenizeString_FullMethodName, in, out, opts...)
|
||||
if err != nil {
|
||||
return nil, err
|
||||
}
|
||||
@ -148,7 +161,7 @@ func (c *backendClient) TokenizeString(ctx context.Context, in *PredictOptions,
|
||||
|
||||
func (c *backendClient) Status(ctx context.Context, in *HealthMessage, opts ...grpc.CallOption) (*StatusResponse, error) {
|
||||
out := new(StatusResponse)
|
||||
err := c.cc.Invoke(ctx, "/backend.Backend/Status", in, out, opts...)
|
||||
err := c.cc.Invoke(ctx, Backend_Status_FullMethodName, in, out, opts...)
|
||||
if err != nil {
|
||||
return nil, err
|
||||
}
|
||||
@ -229,7 +242,7 @@ func _Backend_Health_Handler(srv interface{}, ctx context.Context, dec func(inte
|
||||
}
|
||||
info := &grpc.UnaryServerInfo{
|
||||
Server: srv,
|
||||
FullMethod: "/backend.Backend/Health",
|
||||
FullMethod: Backend_Health_FullMethodName,
|
||||
}
|
||||
handler := func(ctx context.Context, req interface{}) (interface{}, error) {
|
||||
return srv.(BackendServer).Health(ctx, req.(*HealthMessage))
|
||||
@ -247,7 +260,7 @@ func _Backend_Predict_Handler(srv interface{}, ctx context.Context, dec func(int
|
||||
}
|
||||
info := &grpc.UnaryServerInfo{
|
||||
Server: srv,
|
||||
FullMethod: "/backend.Backend/Predict",
|
||||
FullMethod: Backend_Predict_FullMethodName,
|
||||
}
|
||||
handler := func(ctx context.Context, req interface{}) (interface{}, error) {
|
||||
return srv.(BackendServer).Predict(ctx, req.(*PredictOptions))
|
||||
@ -265,7 +278,7 @@ func _Backend_LoadModel_Handler(srv interface{}, ctx context.Context, dec func(i
|
||||
}
|
||||
info := &grpc.UnaryServerInfo{
|
||||
Server: srv,
|
||||
FullMethod: "/backend.Backend/LoadModel",
|
||||
FullMethod: Backend_LoadModel_FullMethodName,
|
||||
}
|
||||
handler := func(ctx context.Context, req interface{}) (interface{}, error) {
|
||||
return srv.(BackendServer).LoadModel(ctx, req.(*ModelOptions))
|
||||
@ -304,7 +317,7 @@ func _Backend_Embedding_Handler(srv interface{}, ctx context.Context, dec func(i
|
||||
}
|
||||
info := &grpc.UnaryServerInfo{
|
||||
Server: srv,
|
||||
FullMethod: "/backend.Backend/Embedding",
|
||||
FullMethod: Backend_Embedding_FullMethodName,
|
||||
}
|
||||
handler := func(ctx context.Context, req interface{}) (interface{}, error) {
|
||||
return srv.(BackendServer).Embedding(ctx, req.(*PredictOptions))
|
||||
@ -322,7 +335,7 @@ func _Backend_GenerateImage_Handler(srv interface{}, ctx context.Context, dec fu
|
||||
}
|
||||
info := &grpc.UnaryServerInfo{
|
||||
Server: srv,
|
||||
FullMethod: "/backend.Backend/GenerateImage",
|
||||
FullMethod: Backend_GenerateImage_FullMethodName,
|
||||
}
|
||||
handler := func(ctx context.Context, req interface{}) (interface{}, error) {
|
||||
return srv.(BackendServer).GenerateImage(ctx, req.(*GenerateImageRequest))
|
||||
@ -340,7 +353,7 @@ func _Backend_AudioTranscription_Handler(srv interface{}, ctx context.Context, d
|
||||
}
|
||||
info := &grpc.UnaryServerInfo{
|
||||
Server: srv,
|
||||
FullMethod: "/backend.Backend/AudioTranscription",
|
||||
FullMethod: Backend_AudioTranscription_FullMethodName,
|
||||
}
|
||||
handler := func(ctx context.Context, req interface{}) (interface{}, error) {
|
||||
return srv.(BackendServer).AudioTranscription(ctx, req.(*TranscriptRequest))
|
||||
@ -358,7 +371,7 @@ func _Backend_TTS_Handler(srv interface{}, ctx context.Context, dec func(interfa
|
||||
}
|
||||
info := &grpc.UnaryServerInfo{
|
||||
Server: srv,
|
||||
FullMethod: "/backend.Backend/TTS",
|
||||
FullMethod: Backend_TTS_FullMethodName,
|
||||
}
|
||||
handler := func(ctx context.Context, req interface{}) (interface{}, error) {
|
||||
return srv.(BackendServer).TTS(ctx, req.(*TTSRequest))
|
||||
@ -376,7 +389,7 @@ func _Backend_TokenizeString_Handler(srv interface{}, ctx context.Context, dec f
|
||||
}
|
||||
info := &grpc.UnaryServerInfo{
|
||||
Server: srv,
|
||||
FullMethod: "/backend.Backend/TokenizeString",
|
||||
FullMethod: Backend_TokenizeString_FullMethodName,
|
||||
}
|
||||
handler := func(ctx context.Context, req interface{}) (interface{}, error) {
|
||||
return srv.(BackendServer).TokenizeString(ctx, req.(*PredictOptions))
|
||||
@ -394,7 +407,7 @@ func _Backend_Status_Handler(srv interface{}, ctx context.Context, dec func(inte
|
||||
}
|
||||
info := &grpc.UnaryServerInfo{
|
||||
Server: srv,
|
||||
FullMethod: "/backend.Backend/Status",
|
||||
FullMethod: Backend_Status_FullMethodName,
|
||||
}
|
||||
handler := func(ctx context.Context, req interface{}) (interface{}, error) {
|
||||
return srv.(BackendServer).Status(ctx, req.(*HealthMessage))
|
||||
|
||||
Loading…
Reference in New Issue
Block a user