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feat(vllm): Allow to set quantization (#1094)

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This particularly useful to set AWQ

**Description**

Follow up of #1015 

**Notes for Reviewers**


**[Signed
commits](../CONTRIBUTING.md#signing-off-on-commits-developer-certificate-of-origin)**
- [ ] Yes, I signed my commits.
 

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---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
This commit is contained in:
Ettore Di Giacinto 2023-09-22 15:52:38 +02:00 committed by GitHub
parent 048b81373d
commit a28ab18987
No known key found for this signature in database
GPG Key ID: 4AEE18F83AFDEB23
13 changed files with 357 additions and 332 deletions
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16
.github/PULL_REQUEST_TEMPLATE.md vendored
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@ -8,16 +8,24 @@ This PR fixes #
**[Signed commits](../CONTRIBUTING.md#signing-off-on-commits-developer-certificate-of-origin)**
- [ ] Yes, I signed my commits.
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Remember to remove this comment and to at least:
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1
api/backend/options.go
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@ -44,6 +44,7 @@ func gRPCModelOpts(c config.Config) *pb.ModelOptions {
NoMulMatQ: c.NoMulMatQ,
DraftModel: c.DraftModel,
AudioPath: c.VallE.AudioPath,
Quantization: c.Quantization,
LoraAdapter: c.LoraAdapter,
LoraBase: c.LoraBase,
NGQA: c.NGQA,

1
api/config/config.go
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@ -103,6 +103,7 @@ type LLMConfig struct {
NoMulMatQ bool `yaml:"no_mulmatq"`
DraftModel string `yaml:"draft_model"`
NDraft int32 `yaml:"n_draft"`
Quantization string `yaml:"quantization"`
}
type AutoGPTQ struct {

56
extra/grpc/autogptq/backend_pb2.py
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extra/grpc/bark/backend_pb2.py
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extra/grpc/diffusers/backend_pb2.py
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extra/grpc/exllama/backend_pb2.py
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extra/grpc/huggingface/backend_pb2.py
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extra/grpc/vall-e-x/backend_pb2.py
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extra/grpc/vllm/backend_pb2.py
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4
extra/grpc/vllm/backend_vllm.py
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@ -45,7 +45,9 @@ class BackendServicer(backend_pb2_grpc.BackendServicer):
return backend_pb2.Reply(message=bytes("OK", 'utf-8'))
def LoadModel(self, request, context):
try:
# https://github.com/vllm-project/vllm/blob/main/examples/offline_inference.py
if request.Quantization != "":
self.llm = LLM(model=request.Model, quantization=request.Quantization)
else:
self.llm = LLM(model=request.Model)
except Exception as err:
return backend_pb2.Result(success=False, message=f"Unexpected {err=}, {type(err)=}")

260
pkg/grpc/proto/backend.pb.go
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@ -566,6 +566,7 @@ type ModelOptions struct {
NoMulMatQ bool `protobuf:"varint,37,opt,name=NoMulMatQ,proto3" json:"NoMulMatQ,omitempty"`
DraftModel string `protobuf:"bytes,39,opt,name=DraftModel,proto3" json:"DraftModel,omitempty"`
AudioPath string `protobuf:"bytes,38,opt,name=AudioPath,proto3" json:"AudioPath,omitempty"`
Quantization string `protobuf:"bytes,40,opt,name=Quantization,proto3" json:"Quantization,omitempty"`
}
func (x *ModelOptions) Reset() {
@ -873,6 +874,13 @@ func (x *ModelOptions) GetAudioPath() string {
return ""
}
func (x *ModelOptions) GetQuantization() string {
if x != nil {
return x.Quantization
}
return ""
}
type Result struct {
state protoimpl.MessageState
sizeCache protoimpl.SizeCache
@ -1614,7 +1622,7 @@ var file_pkg_grpc_proto_backend_proto_rawDesc = []byte{
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}
var (

3
pkg/grpc/proto/backend.proto
View File

@ -120,6 +120,9 @@ message ModelOptions {
string DraftModel = 39;
string AudioPath = 38;
// vllm
string Quantization = 40;
}
message Result {