feat(llama.cpp): support lora with scale and yarn (#1277)

* feat(llama.cpp): support lora with scale

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

* feat(llama.cpp): support yarn

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 18:40:48 +01:00 committed by GitHub
parent bde87d00b9
commit 803a0ac02a
No known key found for this signature in database
GPG key ID: 4AEE18F83AFDEB23
13 changed files with 476 additions and 364 deletions

View file

@ -569,14 +569,20 @@ 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"`
LoraScale float32 `protobuf:"fixed32,42,opt,name=LoraScale,proto3" json:"LoraScale,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"`
Quantization string `protobuf:"bytes,40,opt,name=Quantization,proto3" json:"Quantization,omitempty"`
MMProj string `protobuf:"bytes,41,opt,name=MMProj,proto3" json:"MMProj,omitempty"`
RopeScaling string `protobuf:"bytes,43,opt,name=RopeScaling,proto3" json:"RopeScaling,omitempty"`
YarnExtFactor float32 `protobuf:"fixed32,44,opt,name=YarnExtFactor,proto3" json:"YarnExtFactor,omitempty"`
YarnAttnFactor float32 `protobuf:"fixed32,45,opt,name=YarnAttnFactor,proto3" json:"YarnAttnFactor,omitempty"`
YarnBetaFast float32 `protobuf:"fixed32,46,opt,name=YarnBetaFast,proto3" json:"YarnBetaFast,omitempty"`
YarnBetaSlow float32 `protobuf:"fixed32,47,opt,name=YarnBetaSlow,proto3" json:"YarnBetaSlow,omitempty"`
}
func (x *ModelOptions) Reset() {
@ -863,6 +869,13 @@ func (x *ModelOptions) GetLoraAdapter() string {
return ""
}
func (x *ModelOptions) GetLoraScale() float32 {
if x != nil {
return x.LoraScale
}
return 0
}
func (x *ModelOptions) GetNoMulMatQ() bool {
if x != nil {
return x.NoMulMatQ
@ -898,6 +911,41 @@ func (x *ModelOptions) GetMMProj() string {
return ""
}
func (x *ModelOptions) GetRopeScaling() string {
if x != nil {
return x.RopeScaling
}
return ""
}
func (x *ModelOptions) GetYarnExtFactor() float32 {
if x != nil {
return x.YarnExtFactor
}
return 0
}
func (x *ModelOptions) GetYarnAttnFactor() float32 {
if x != nil {
return x.YarnAttnFactor
}
return 0
}
func (x *ModelOptions) GetYarnBetaFast() float32 {
if x != nil {
return x.YarnBetaFast
}
return 0
}
func (x *ModelOptions) GetYarnBetaSlow() float32 {
if x != nil {
return x.YarnBetaSlow
}
return 0
}
type Result struct {
state protoimpl.MessageState
sizeCache protoimpl.SizeCache
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}
var (

View file

@ -117,6 +117,8 @@ message ModelOptions {
// LLM (llama.cpp)
string LoraBase = 35;
string LoraAdapter = 36;
float LoraScale = 42;
bool NoMulMatQ = 37;
string DraftModel = 39;
@ -126,6 +128,12 @@ message ModelOptions {
string Quantization = 40;
string MMProj = 41;
string RopeScaling = 43;
float YarnExtFactor = 44;
float YarnAttnFactor = 45;
float YarnBetaFast = 46;
float YarnBetaSlow = 47;
}
message Result {