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feat: Allow to load lora adapters for llama.cpp (#955)
**Description** This PR fixes # **Notes for Reviewers** **[Signed commits](../CONTRIBUTING.md#signing-off-on-commits-developer-certificate-of-origin)** - [ ] Yes, I signed my commits. <!-- Thank you for contributing to LocalAI! Contributing Conventions: 1. Include descriptive PR titles with [<component-name>] prepended. 2. Build and test your changes before submitting a PR. 3. Sign your commits By following the community's contribution conventions upfront, the review process will be accelerated and your PR merged more quickly. --> Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
This commit is contained in:
Ettore Di Giacinto
GitHub
parent
7f0c88ed3e
commit
44bc7aa3d0
2
Makefile
2
Makefile
@ -4,7 +4,7 @@ GOVET=$(GOCMD) vet
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BINARY_NAME=local-ai
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# llama.cpp versions
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GOLLAMA_VERSION?=09cbac3a37dedc5047b54efdb5f4b56d2bf8532b
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GOLLAMA_VERSION?=bf63302a2be787674e6ca4227a8aaeb95a8eb6b1
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GOLLAMA_STABLE_VERSION?=50cee7712066d9e38306eccadcfbb44ea87df4b7
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@ -41,6 +41,9 @@ func gRPCModelOpts(c config.Config) *pb.ModelOptions {
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ContextSize: int32(c.ContextSize),
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Seed: int32(c.Seed),
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NBatch: int32(b),
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NoMulMatQ: c.NoMulMatQ,
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LoraAdapter: c.LoraAdapter,
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LoraBase: c.LoraBase,
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NGQA: c.NGQA,
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RMSNormEps: c.RMSNormEps,
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F16Memory: c.F16,
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@ -91,6 +91,9 @@ type LLMConfig struct {
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TrimSpace []string `yaml:"trimspace"`
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ContextSize int `yaml:"context_size"`
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NUMA bool `yaml:"numa"`
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LoraAdapter string `yaml:"lora_adapter"`
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LoraBase string `yaml:"lora_base"`
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NoMulMatQ bool `yaml:"no_mulmatq"`
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}
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type AutoGPTQ struct {
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@ -32,6 +32,18 @@ func (llm *LLM) Load(opts *pb.ModelOptions) error {
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llama.WithRopeFreqScale(ropeFreqScale),
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}
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if opts.NoMulMatQ {
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llamaOpts = append(llamaOpts, llama.SetMulMatQ(false))
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}
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if opts.LoraAdapter != "" {
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llamaOpts = append(llamaOpts, llama.SetLoraAdapter(opts.LoraAdapter))
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}
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if opts.LoraBase != "" {
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llamaOpts = append(llamaOpts, llama.SetLoraBase(opts.LoraBase))
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}
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if opts.ContextSize != 0 {
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llamaOpts = append(llamaOpts, llama.SetContext(int(opts.ContextSize)))
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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 v1.27.1
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// protoc v3.12.4
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// protoc-gen-go v1.26.0
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// protoc v3.15.8
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// source: pkg/grpc/proto/backend.proto
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package proto
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@ -552,6 +552,10 @@ type ModelOptions struct {
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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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// LLM (llama.cpp)
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LoraBase string `protobuf:"bytes,35,opt,name=LoraBase,proto3" json:"LoraBase,omitempty"`
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LoraAdapter string `protobuf:"bytes,36,opt,name=LoraAdapter,proto3" json:"LoraAdapter,omitempty"`
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NoMulMatQ bool `protobuf:"varint,37,opt,name=NoMulMatQ,proto3" json:"NoMulMatQ,omitempty"`
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}
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func (x *ModelOptions) Reset() {
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@ -824,6 +828,27 @@ func (x *ModelOptions) GetTokenizer() string {
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return ""
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}
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func (x *ModelOptions) GetLoraBase() string {
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if x != nil {
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return x.LoraBase
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}
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return ""
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}
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func (x *ModelOptions) GetLoraAdapter() string {
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if x != nil {
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return x.LoraAdapter
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}
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return ""
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}
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func (x *ModelOptions) GetNoMulMatQ() bool {
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if x != nil {
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return x.NoMulMatQ
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}
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return false
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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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@ -1564,7 +1589,7 @@ var file_pkg_grpc_proto_backend_proto_rawDesc = []byte{
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@ -1628,131 +1653,137 @@ 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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|
||||
0x6f, 0x74, 0x6f, 0x33,
|
||||
}
|
||||
|
||||
var (
|
||||
|
||||
@ -111,6 +111,11 @@ message ModelOptions {
|
||||
|
||||
// RWKV
|
||||
string Tokenizer = 34;
|
||||
|
||||
// LLM (llama.cpp)
|
||||
string LoraBase = 35;
|
||||
string LoraAdapter = 36;
|
||||
bool NoMulMatQ = 37;
|
||||
}
|
||||
|
||||
message Result {
|
||||
|
||||
@ -1,7 +1,7 @@
|
||||
// Code generated by protoc-gen-go-grpc. DO NOT EDIT.
|
||||
// versions:
|
||||
// - protoc-gen-go-grpc v1.3.0
|
||||
// - protoc v3.12.4
|
||||
// - protoc-gen-go-grpc v1.2.0
|
||||
// - protoc v3.15.8
|
||||
// source: pkg/grpc/proto/backend.proto
|
||||
|
||||
package proto
|
||||
@ -18,19 +18,6 @@ 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.
|
||||
@ -57,7 +44,7 @@ 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_Health_FullMethodName, in, out, opts...)
|
||||
err := c.cc.Invoke(ctx, "/backend.Backend/Health", in, out, opts...)
|
||||
if err != nil {
|
||||
return nil, err
|
||||
}
|
||||
@ -66,7 +53,7 @@ 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_Predict_FullMethodName, in, out, opts...)
|
||||
err := c.cc.Invoke(ctx, "/backend.Backend/Predict", in, out, opts...)
|
||||
if err != nil {
|
||||
return nil, err
|
||||
}
|
||||
@ -75,7 +62,7 @@ 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_LoadModel_FullMethodName, in, out, opts...)
|
||||
err := c.cc.Invoke(ctx, "/backend.Backend/LoadModel", in, out, opts...)
|
||||
if err != nil {
|
||||
return nil, err
|
||||
}
|
||||
@ -83,7 +70,7 @@ 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_PredictStream_FullMethodName, opts...)
|
||||
stream, err := c.cc.NewStream(ctx, &Backend_ServiceDesc.Streams[0], "/backend.Backend/PredictStream", opts...)
|
||||
if err != nil {
|
||||
return nil, err
|
||||
}
|
||||
@ -116,7 +103,7 @@ 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_Embedding_FullMethodName, in, out, opts...)
|
||||
err := c.cc.Invoke(ctx, "/backend.Backend/Embedding", in, out, opts...)
|
||||
if err != nil {
|
||||
return nil, err
|
||||
}
|
||||
@ -125,7 +112,7 @@ 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_GenerateImage_FullMethodName, in, out, opts...)
|
||||
err := c.cc.Invoke(ctx, "/backend.Backend/GenerateImage", in, out, opts...)
|
||||
if err != nil {
|
||||
return nil, err
|
||||
}
|
||||
@ -134,7 +121,7 @@ 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_AudioTranscription_FullMethodName, in, out, opts...)
|
||||
err := c.cc.Invoke(ctx, "/backend.Backend/AudioTranscription", in, out, opts...)
|
||||
if err != nil {
|
||||
return nil, err
|
||||
}
|
||||
@ -143,7 +130,7 @@ 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_TTS_FullMethodName, in, out, opts...)
|
||||
err := c.cc.Invoke(ctx, "/backend.Backend/TTS", in, out, opts...)
|
||||
if err != nil {
|
||||
return nil, err
|
||||
}
|
||||
@ -152,7 +139,7 @@ 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_TokenizeString_FullMethodName, in, out, opts...)
|
||||
err := c.cc.Invoke(ctx, "/backend.Backend/TokenizeString", in, out, opts...)
|
||||
if err != nil {
|
||||
return nil, err
|
||||
}
|
||||
@ -161,7 +148,7 @@ 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_Status_FullMethodName, in, out, opts...)
|
||||
err := c.cc.Invoke(ctx, "/backend.Backend/Status", in, out, opts...)
|
||||
if err != nil {
|
||||
return nil, err
|
||||
}
|
||||
@ -242,7 +229,7 @@ func _Backend_Health_Handler(srv interface{}, ctx context.Context, dec func(inte
|
||||
}
|
||||
info := &grpc.UnaryServerInfo{
|
||||
Server: srv,
|
||||
FullMethod: Backend_Health_FullMethodName,
|
||||
FullMethod: "/backend.Backend/Health",
|
||||
}
|
||||
handler := func(ctx context.Context, req interface{}) (interface{}, error) {
|
||||
return srv.(BackendServer).Health(ctx, req.(*HealthMessage))
|
||||
@ -260,7 +247,7 @@ func _Backend_Predict_Handler(srv interface{}, ctx context.Context, dec func(int
|
||||
}
|
||||
info := &grpc.UnaryServerInfo{
|
||||
Server: srv,
|
||||
FullMethod: Backend_Predict_FullMethodName,
|
||||
FullMethod: "/backend.Backend/Predict",
|
||||
}
|
||||
handler := func(ctx context.Context, req interface{}) (interface{}, error) {
|
||||
return srv.(BackendServer).Predict(ctx, req.(*PredictOptions))
|
||||
@ -278,7 +265,7 @@ func _Backend_LoadModel_Handler(srv interface{}, ctx context.Context, dec func(i
|
||||
}
|
||||
info := &grpc.UnaryServerInfo{
|
||||
Server: srv,
|
||||
FullMethod: Backend_LoadModel_FullMethodName,
|
||||
FullMethod: "/backend.Backend/LoadModel",
|
||||
}
|
||||
handler := func(ctx context.Context, req interface{}) (interface{}, error) {
|
||||
return srv.(BackendServer).LoadModel(ctx, req.(*ModelOptions))
|
||||
@ -317,7 +304,7 @@ func _Backend_Embedding_Handler(srv interface{}, ctx context.Context, dec func(i
|
||||
}
|
||||
info := &grpc.UnaryServerInfo{
|
||||
Server: srv,
|
||||
FullMethod: Backend_Embedding_FullMethodName,
|
||||
FullMethod: "/backend.Backend/Embedding",
|
||||
}
|
||||
handler := func(ctx context.Context, req interface{}) (interface{}, error) {
|
||||
return srv.(BackendServer).Embedding(ctx, req.(*PredictOptions))
|
||||
@ -335,7 +322,7 @@ func _Backend_GenerateImage_Handler(srv interface{}, ctx context.Context, dec fu
|
||||
}
|
||||
info := &grpc.UnaryServerInfo{
|
||||
Server: srv,
|
||||
FullMethod: Backend_GenerateImage_FullMethodName,
|
||||
FullMethod: "/backend.Backend/GenerateImage",
|
||||
}
|
||||
handler := func(ctx context.Context, req interface{}) (interface{}, error) {
|
||||
return srv.(BackendServer).GenerateImage(ctx, req.(*GenerateImageRequest))
|
||||
@ -353,7 +340,7 @@ func _Backend_AudioTranscription_Handler(srv interface{}, ctx context.Context, d
|
||||
}
|
||||
info := &grpc.UnaryServerInfo{
|
||||
Server: srv,
|
||||
FullMethod: Backend_AudioTranscription_FullMethodName,
|
||||
FullMethod: "/backend.Backend/AudioTranscription",
|
||||
}
|
||||
handler := func(ctx context.Context, req interface{}) (interface{}, error) {
|
||||
return srv.(BackendServer).AudioTranscription(ctx, req.(*TranscriptRequest))
|
||||
@ -371,7 +358,7 @@ func _Backend_TTS_Handler(srv interface{}, ctx context.Context, dec func(interfa
|
||||
}
|
||||
info := &grpc.UnaryServerInfo{
|
||||
Server: srv,
|
||||
FullMethod: Backend_TTS_FullMethodName,
|
||||
FullMethod: "/backend.Backend/TTS",
|
||||
}
|
||||
handler := func(ctx context.Context, req interface{}) (interface{}, error) {
|
||||
return srv.(BackendServer).TTS(ctx, req.(*TTSRequest))
|
||||
@ -389,7 +376,7 @@ func _Backend_TokenizeString_Handler(srv interface{}, ctx context.Context, dec f
|
||||
}
|
||||
info := &grpc.UnaryServerInfo{
|
||||
Server: srv,
|
||||
FullMethod: Backend_TokenizeString_FullMethodName,
|
||||
FullMethod: "/backend.Backend/TokenizeString",
|
||||
}
|
||||
handler := func(ctx context.Context, req interface{}) (interface{}, error) {
|
||||
return srv.(BackendServer).TokenizeString(ctx, req.(*PredictOptions))
|
||||
@ -407,7 +394,7 @@ func _Backend_Status_Handler(srv interface{}, ctx context.Context, dec func(inte
|
||||
}
|
||||
info := &grpc.UnaryServerInfo{
|
||||
Server: srv,
|
||||
FullMethod: Backend_Status_FullMethodName,
|
||||
FullMethod: "/backend.Backend/Status",
|
||||
}
|
||||
handler := func(ctx context.Context, req interface{}) (interface{}, error) {
|
||||
return srv.(BackendServer).Status(ctx, req.(*HealthMessage))
|
||||
|
||||
Loading…
Reference in New Issue
Block a user