mirror of https://github.com/mudler/LocalAI.git
feat(vllm): Allow to set quantization (#1094)
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. <!-- 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
048b81373d
commit
a28ab18987
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@ -8,16 +8,24 @@ This PR fixes #
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**[Signed commits](../CONTRIBUTING.md#signing-off-on-commits-developer-certificate-of-origin)**
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- [ ] Yes, I signed my commits.
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<!--
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Thank you for contributing to LocalAI!
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Contributing Conventions:
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Contributing Conventions
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-------------------------
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1. Include descriptive PR titles with [<component-name>] prepended.
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2. Build and test your changes before submitting a PR.
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The draft above helps to give a quick overview of your PR.
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Remember to remove this comment and to at least:
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1. Include descriptive PR titles with [<component-name>] prepended. We use [conventional commits](https://www.conventionalcommits.org/en/v1.0.0/).
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2. Build and test your changes before submitting a PR (`make build`).
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3. Sign your commits
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4. **Tag maintainer:** for a quicker response, tag the relevant maintainer (see below).
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5. **X/Twitter handle:** we announce bigger features on X/Twitter. If your PR gets announced, and you'd like a mention, we'll gladly shout you out!
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By following the community's contribution conventions upfront, the review process will
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be accelerated and your PR merged more quickly.
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If no one reviews your PR within a few days, please @-mention @mudler.
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-->
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@ -44,6 +44,7 @@ func gRPCModelOpts(c config.Config) *pb.ModelOptions {
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NoMulMatQ: c.NoMulMatQ,
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DraftModel: c.DraftModel,
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AudioPath: c.VallE.AudioPath,
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Quantization: c.Quantization,
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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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@ -103,6 +103,7 @@ type LLMConfig struct {
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NoMulMatQ bool `yaml:"no_mulmatq"`
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DraftModel string `yaml:"draft_model"`
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NDraft int32 `yaml:"n_draft"`
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Quantization string `yaml:"quantization"`
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}
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type AutoGPTQ struct {
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@ -45,8 +45,10 @@ class BackendServicer(backend_pb2_grpc.BackendServicer):
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return backend_pb2.Reply(message=bytes("OK", 'utf-8'))
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def LoadModel(self, request, context):
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try:
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# https://github.com/vllm-project/vllm/blob/main/examples/offline_inference.py
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self.llm = LLM(model=request.Model)
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if request.Quantization != "":
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self.llm = LLM(model=request.Model, quantization=request.Quantization)
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else:
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self.llm = LLM(model=request.Model)
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except Exception as err:
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return backend_pb2.Result(success=False, message=f"Unexpected {err=}, {type(err)=}")
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return backend_pb2.Result(message="Model loaded successfully", success=True)
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@ -561,11 +561,12 @@ type ModelOptions struct {
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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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DraftModel string `protobuf:"bytes,39,opt,name=DraftModel,proto3" json:"DraftModel,omitempty"`
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AudioPath string `protobuf:"bytes,38,opt,name=AudioPath,proto3" json:"AudioPath,omitempty"`
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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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DraftModel string `protobuf:"bytes,39,opt,name=DraftModel,proto3" json:"DraftModel,omitempty"`
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AudioPath string `protobuf:"bytes,38,opt,name=AudioPath,proto3" json:"AudioPath,omitempty"`
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Quantization string `protobuf:"bytes,40,opt,name=Quantization,proto3" json:"Quantization,omitempty"`
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}
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func (x *ModelOptions) Reset() {
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@ -873,6 +874,13 @@ func (x *ModelOptions) GetAudioPath() string {
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return ""
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}
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func (x *ModelOptions) GetQuantization() string {
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if x != nil {
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return x.Quantization
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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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@ -1688,131 +1696,133 @@ var file_pkg_grpc_proto_backend_proto_rawDesc = []byte{
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|
||||
}
|
||||
|
||||
var (
|
||||
|
|
|
|||
|
|
@ -120,6 +120,9 @@ message ModelOptions {
|
|||
string DraftModel = 39;
|
||||
|
||||
string AudioPath = 38;
|
||||
|
||||
// vllm
|
||||
string Quantization = 40;
|
||||
}
|
||||
|
||||
message Result {
|
||||
|
|
|
|||
Loading…
Reference in New Issue