🔥 add LaVA support and GPT vision API, Multiple requests for llama.cpp, return JSON types (#1254)

* wip

* wip

* Make it functional

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* wip

* Small fixups

* do not inject space on role encoding, encode img at beginning of messages

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Add examples/config defaults

* Add include dir of current source dir

* cleanup

* fixes

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fixups

* Revert "fixups"

This reverts commit f1a4731cca.

* fixes

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
This commit is contained in:
Ettore Di Giacinto 2023-11-11 13:14:59 +01:00 committed by GitHub
parent 3b4c5d54d8
commit 0eae727366
No known key found for this signature in database
GPG key ID: 4AEE18F83AFDEB23
28 changed files with 26908 additions and 864 deletions

View file

@ -10,6 +10,33 @@ import (
"strings"
)
const (
JSONBNF = `root ::= object
value ::= object | array | string | number | ("true" | "false" | "null") ws
object ::=
"{" ws (
string ":" ws value
("," ws string ":" ws value)*
)? "}" ws
array ::=
"[" ws (
value
("," ws value)*
)? "]" ws
string ::=
"\"" (
[^"\\] |
"\\" (["\\/bfnrt] | "u" [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F]) # escapes
)* "\"" ws
number ::= ("-"? ([0-9] | [1-9] [0-9]*)) ("." [0-9]+)? ([eE] [-+]? [0-9]+)? ws
ws ::= ([ \t\n] ws)?`
)
var (
SPACE_RULE = `" "?`

View file

@ -1,7 +1,7 @@
// Code generated by protoc-gen-go. DO NOT EDIT.
// versions:
// protoc-gen-go v1.26.0
// protoc v3.15.8
// protoc v4.23.4
// source: pkg/grpc/proto/backend.proto
package proto
@ -156,6 +156,7 @@ type PredictOptions struct {
NegativePromptScale float32 `protobuf:"fixed32,39,opt,name=NegativePromptScale,proto3" json:"NegativePromptScale,omitempty"`
NegativePrompt string `protobuf:"bytes,40,opt,name=NegativePrompt,proto3" json:"NegativePrompt,omitempty"`
NDraft int32 `protobuf:"varint,41,opt,name=NDraft,proto3" json:"NDraft,omitempty"`
Images []string `protobuf:"bytes,42,rep,name=Images,proto3" json:"Images,omitempty"`
}
func (x *PredictOptions) Reset() {
@ -470,6 +471,13 @@ func (x *PredictOptions) GetNDraft() int32 {
return 0
}
func (x *PredictOptions) GetImages() []string {
if x != nil {
return x.Images
}
return nil
}
// The response message containing the result
type Reply struct {
state protoimpl.MessageState
@ -561,12 +569,14 @@ type ModelOptions struct {
// RWKV
Tokenizer string `protobuf:"bytes,34,opt,name=Tokenizer,proto3" json:"Tokenizer,omitempty"`
// LLM (llama.cpp)
LoraBase string `protobuf:"bytes,35,opt,name=LoraBase,proto3" json:"LoraBase,omitempty"`
LoraAdapter string `protobuf:"bytes,36,opt,name=LoraAdapter,proto3" json:"LoraAdapter,omitempty"`
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"`
LoraBase string `protobuf:"bytes,35,opt,name=LoraBase,proto3" json:"LoraBase,omitempty"`
LoraAdapter string `protobuf:"bytes,36,opt,name=LoraAdapter,proto3" json:"LoraAdapter,omitempty"`
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"`
// vllm
Quantization string `protobuf:"bytes,40,opt,name=Quantization,proto3" json:"Quantization,omitempty"`
MMProj string `protobuf:"bytes,41,opt,name=MMProj,proto3" json:"MMProj,omitempty"`
}
func (x *ModelOptions) Reset() {
@ -881,6 +891,13 @@ func (x *ModelOptions) GetQuantization() string {
return ""
}
func (x *ModelOptions) GetMMProj() string {
if x != nil {
return x.MMProj
}
return ""
}
type Result struct {
state protoimpl.MessageState
sizeCache protoimpl.SizeCache
@ -1542,7 +1559,7 @@ var file_pkg_grpc_proto_backend_proto_rawDesc = []byte{
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View file

@ -64,6 +64,7 @@ message PredictOptions {
float NegativePromptScale = 39;
string NegativePrompt = 40;
int32 NDraft = 41;
repeated string Images = 42;
}
// The response message containing the result
@ -123,6 +124,8 @@ message ModelOptions {
// vllm
string Quantization = 40;
string MMProj = 41;
}
message Result {

View file

@ -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 v4.23.4
// source: pkg/grpc/proto/backend.proto
package proto

View file

@ -63,7 +63,7 @@ var AutoLoadBackends []string = []string{
// It also loads the model
func (ml *ModelLoader) grpcModel(backend string, o *Options) func(string, string) (*grpc.Client, error) {
return func(modelName, modelFile string) (*grpc.Client, error) {
log.Debug().Msgf("Loading GRPC Model %s: %+v", backend, *o)
log.Debug().Msgf("Loading Model %s with gRPC (file: %s) (backend: %s): %+v", modelName, modelFile, backend, *o)
var client *grpc.Client