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Code Issues Projects Releases Packages Wiki Activity Actions 34

feat: add initial AutoGPTQ backend implementation

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This commit is contained in:
Ettore Di Giacinto 2023-08-07 22:39:10 +02:00
parent 91d49cfe9f
commit a843e64fc2
37 changed files with 660 additions and 148 deletions
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2
pkg/grpc/image/stablediffusion.go
View file

@ -16,7 +16,7 @@ type StableDiffusion struct {
func (sd *StableDiffusion) Load(opts *pb.ModelOptions) error {
var err error
// Note: the Model here is a path to a directory containing the model files
sd.stablediffusion, err = stablediffusion.New(opts.Model)
sd.stablediffusion, err = stablediffusion.New(opts.ModelFile)
return err
}

2
pkg/grpc/llm/bert/bert.go
View file

@ -15,7 +15,7 @@ type Embeddings struct {
}
func (llm *Embeddings) Load(opts *pb.ModelOptions) error {
model, err := bert.New(opts.Model)
model, err := bert.New(opts.ModelFile)
llm.bert = model
return err
}

2
pkg/grpc/llm/bloomz/bloomz.go
View file

@ -18,7 +18,7 @@ type LLM struct {
}
func (llm *LLM) Load(opts *pb.ModelOptions) error {
model, err := bloomz.New(opts.Model)
model, err := bloomz.New(opts.ModelFile)
llm.bloomz = model
return err
}

2
pkg/grpc/llm/falcon/falcon.go
View file

@ -40,7 +40,7 @@ func (llm *LLM) Load(opts *pb.ModelOptions) error {
ggllmOpts = append(ggllmOpts, ggllm.SetNBatch(512))
}
model, err := ggllm.New(opts.Model, ggllmOpts...)
model, err := ggllm.New(opts.ModelFile, ggllmOpts...)
llm.falcon = model
return err
}

2
pkg/grpc/llm/gpt4all/gpt4all.go
View file

@ -17,7 +17,7 @@ type LLM struct {
}
func (llm *LLM) Load(opts *pb.ModelOptions) error {
model, err := gpt4all.New(opts.Model,
model, err := gpt4all.New(opts.ModelFile,
gpt4all.SetThreads(int(opts.Threads)),
gpt4all.SetLibrarySearchPath(opts.LibrarySearchPath))
llm.gpt4all = model

2
pkg/grpc/llm/llama/llama.go
View file

@ -71,7 +71,7 @@ func (llm *LLM) Load(opts *pb.ModelOptions) error {
llamaOpts = append(llamaOpts, llama.EnabelLowVRAM)
}
model, err := llama.New(opts.Model, llamaOpts...)
model, err := llama.New(opts.ModelFile, llamaOpts...)
llm.llama = model
return err
}

6
pkg/grpc/llm/rwkv/rwkv.go
View file

@ -20,9 +20,9 @@ type LLM struct {
}
func (llm *LLM) Load(opts *pb.ModelOptions) error {
modelPath := filepath.Dir(opts.Model)
modelFile := filepath.Base(opts.Model)
model := rwkv.LoadFiles(opts.Model, filepath.Join(modelPath, modelFile+tokenizerSuffix), uint32(opts.GetThreads()))
modelPath := filepath.Dir(opts.ModelFile)
modelFile := filepath.Base(opts.ModelFile)
model := rwkv.LoadFiles(opts.ModelFile, filepath.Join(modelPath, modelFile+tokenizerSuffix), uint32(opts.GetThreads()))
if model == nil {
return fmt.Errorf("could not load model")

2
pkg/grpc/llm/transformers/dolly.go
View file

@ -18,7 +18,7 @@ type Dolly struct {
}
func (llm *Dolly) Load(opts *pb.ModelOptions) error {
model, err := transformers.NewDolly(opts.Model)
model, err := transformers.NewDolly(opts.ModelFile)
llm.dolly = model
return err
}

2
pkg/grpc/llm/transformers/falcon.go
View file

@ -18,7 +18,7 @@ type Falcon struct {
}
func (llm *Falcon) Load(opts *pb.ModelOptions) error {
model, err := transformers.NewFalcon(opts.Model)
model, err := transformers.NewFalcon(opts.ModelFile)
llm.falcon = model
return err
}

2
pkg/grpc/llm/transformers/gpt2.go
View file

@ -18,7 +18,7 @@ type GPT2 struct {
}
func (llm *GPT2) Load(opts *pb.ModelOptions) error {
model, err := transformers.New(opts.Model)
model, err := transformers.New(opts.ModelFile)
llm.gpt2 = model
return err
}

2
pkg/grpc/llm/transformers/gptj.go
View file

@ -18,7 +18,7 @@ type GPTJ struct {
}
func (llm *GPTJ) Load(opts *pb.ModelOptions) error {
model, err := transformers.NewGPTJ(opts.Model)
model, err := transformers.NewGPTJ(opts.ModelFile)
llm.gptj = model
return err
}

2
pkg/grpc/llm/transformers/gptneox.go
View file

@ -18,7 +18,7 @@ type GPTNeoX struct {
}
func (llm *GPTNeoX) Load(opts *pb.ModelOptions) error {
model, err := transformers.NewGPTNeoX(opts.Model)
model, err := transformers.NewGPTNeoX(opts.ModelFile)
llm.gptneox = model
return err
}

2
pkg/grpc/llm/transformers/mpt.go
View file

@ -18,7 +18,7 @@ type MPT struct {
}
func (llm *MPT) Load(opts *pb.ModelOptions) error {
model, err := transformers.NewMPT(opts.Model)
model, err := transformers.NewMPT(opts.ModelFile)
llm.mpt = model
return err
}

2
pkg/grpc/llm/transformers/replit.go
View file

@ -18,7 +18,7 @@ type Replit struct {
}
func (llm *Replit) Load(opts *pb.ModelOptions) error {
model, err := transformers.NewReplit(opts.Model)
model, err := transformers.NewReplit(opts.ModelFile)
llm.replit = model
return err
}

2
pkg/grpc/llm/transformers/starcoder.go
View file

@ -18,7 +18,7 @@ type Starcoder struct {
}
func (llm *Starcoder) Load(opts *pb.ModelOptions) error {
model, err := transformers.NewStarcoder(opts.Model)
model, err := transformers.NewStarcoder(opts.ModelFile)
llm.starcoder = model
return err
}

209
pkg/grpc/proto/backend.pb.go
View file

@ -483,6 +483,11 @@ type ModelOptions struct {
RopeFreqScale float32 `protobuf:"fixed32,18,opt,name=RopeFreqScale,proto3" json:"RopeFreqScale,omitempty"`
RMSNormEps float32 `protobuf:"fixed32,19,opt,name=RMSNormEps,proto3" json:"RMSNormEps,omitempty"`
NGQA int32 `protobuf:"varint,20,opt,name=NGQA,proto3" json:"NGQA,omitempty"`
ModelFile string `protobuf:"bytes,21,opt,name=ModelFile,proto3" json:"ModelFile,omitempty"`
// AutoGPTQ
Device string `protobuf:"bytes,22,opt,name=Device,proto3" json:"Device,omitempty"`
UseTriton bool `protobuf:"varint,23,opt,name=UseTriton,proto3" json:"UseTriton,omitempty"`
ModelBaseName string `protobuf:"bytes,24,opt,name=ModelBaseName,proto3" json:"ModelBaseName,omitempty"`
}
func (x *ModelOptions) Reset() {
@ -657,6 +662,34 @@ func (x *ModelOptions) GetNGQA() int32 {
return 0
}
func (x *ModelOptions) GetModelFile() string {
if x != nil {
return x.ModelFile
}
return ""
}
func (x *ModelOptions) GetDevice() string {
if x != nil {
return x.Device
}
return ""
}
func (x *ModelOptions) GetUseTriton() bool {
if x != nil {
return x.UseTriton
}
return false
}
func (x *ModelOptions) GetModelBaseName() string {
if x != nil {
return x.ModelBaseName
}
return ""
}
type Result struct {
state protoimpl.MessageState
sizeCache protoimpl.SizeCache
@ -1207,7 +1240,7 @@ var file_pkg_grpc_proto_backend_proto_rawDesc = []byte{
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@ -1243,90 +1276,98 @@ var file_pkg_grpc_proto_backend_proto_rawDesc = []byte{
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0x33,
}
var (

6
pkg/grpc/proto/backend.proto
View file

@ -89,6 +89,12 @@ message ModelOptions {
float RopeFreqScale = 18;
float RMSNormEps = 19;
int32 NGQA = 20;
string ModelFile = 21;
// AutoGPTQ
string Device = 22;
bool UseTriton = 23;
string ModelBaseName = 24;
}
message Result {

2
pkg/grpc/transcribe/whisper.go
View file

@ -17,7 +17,7 @@ type Whisper struct {
func (sd *Whisper) Load(opts *pb.ModelOptions) error {
// Note: the Model here is a path to a directory containing the model files
w, err := whisper.New(opts.Model)
w, err := whisper.New(opts.ModelFile)
sd.whisper = w
return err
}

4
pkg/grpc/tts/piper.go
View file

@ -18,8 +18,8 @@ type Piper struct {
}
func (sd *Piper) Load(opts *pb.ModelOptions) error {
if filepath.Ext(opts.Model) != ".onnx" {
return fmt.Errorf("unsupported model type %s (should end with .onnx)", opts.Model)
if filepath.Ext(opts.ModelFile) != ".onnx" {
return fmt.Errorf("unsupported model type %s (should end with .onnx)", opts.ModelFile)
}
var err error
// Note: the Model here is a path to a directory containing the model files