LocalAI/core/config/application_config.go
Ettore Di Giacinto aae7ad9d73
feat(llama.cpp): guess model defaults from file (#2522)
* wip: guess informations from gguf file

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

* update go mod

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

* Small fixups

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

* Identify llama3

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

* Do not try to guess the name, as reading gguf files can be expensive

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

* Allow to disable guessing

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-06-08 22:13:02 +02:00

318 lines
7.0 KiB
Go

package config
import (
"context"
"embed"
"encoding/json"
"time"
"github.com/go-skynet/LocalAI/pkg/gallery"
"github.com/go-skynet/LocalAI/pkg/xsysinfo"
"github.com/rs/zerolog/log"
)
type ApplicationConfig struct {
Context context.Context
ConfigFile string
ModelPath string
UploadLimitMB, Threads, ContextSize int
DisableWebUI bool
F16 bool
Debug bool
ImageDir string
AudioDir string
UploadDir string
ConfigsDir string
DynamicConfigsDir string
DynamicConfigsDirPollInterval time.Duration
CORS bool
CSRF bool
PreloadJSONModels string
PreloadModelsFromPath string
CORSAllowOrigins string
ApiKeys []string
OpaqueErrors bool
ModelLibraryURL string
Galleries []gallery.Gallery
BackendAssets embed.FS
AssetsDestination string
ExternalGRPCBackends map[string]string
AutoloadGalleries bool
SingleBackend bool
ParallelBackendRequests bool
WatchDogIdle bool
WatchDogBusy bool
WatchDog bool
ModelsURL []string
WatchDogBusyTimeout, WatchDogIdleTimeout time.Duration
}
type AppOption func(*ApplicationConfig)
func NewApplicationConfig(o ...AppOption) *ApplicationConfig {
opt := &ApplicationConfig{
Context: context.Background(),
UploadLimitMB: 15,
ContextSize: 512,
Debug: true,
}
for _, oo := range o {
oo(opt)
}
return opt
}
func WithModelsURL(urls ...string) AppOption {
return func(o *ApplicationConfig) {
o.ModelsURL = urls
}
}
func WithModelPath(path string) AppOption {
return func(o *ApplicationConfig) {
o.ModelPath = path
}
}
func WithCors(b bool) AppOption {
return func(o *ApplicationConfig) {
o.CORS = b
}
}
func WithCsrf(b bool) AppOption {
return func(o *ApplicationConfig) {
o.CSRF = b
}
}
func WithModelLibraryURL(url string) AppOption {
return func(o *ApplicationConfig) {
o.ModelLibraryURL = url
}
}
var EnableWatchDog = func(o *ApplicationConfig) {
o.WatchDog = true
}
var EnableWatchDogIdleCheck = func(o *ApplicationConfig) {
o.WatchDog = true
o.WatchDogIdle = true
}
var EnableWatchDogBusyCheck = func(o *ApplicationConfig) {
o.WatchDog = true
o.WatchDogBusy = true
}
var DisableWebUI = func(o *ApplicationConfig) {
o.DisableWebUI = true
}
func SetWatchDogBusyTimeout(t time.Duration) AppOption {
return func(o *ApplicationConfig) {
o.WatchDogBusyTimeout = t
}
}
func SetWatchDogIdleTimeout(t time.Duration) AppOption {
return func(o *ApplicationConfig) {
o.WatchDogIdleTimeout = t
}
}
var EnableSingleBackend = func(o *ApplicationConfig) {
o.SingleBackend = true
}
var EnableParallelBackendRequests = func(o *ApplicationConfig) {
o.ParallelBackendRequests = true
}
var EnableGalleriesAutoload = func(o *ApplicationConfig) {
o.AutoloadGalleries = true
}
func WithExternalBackend(name string, uri string) AppOption {
return func(o *ApplicationConfig) {
if o.ExternalGRPCBackends == nil {
o.ExternalGRPCBackends = make(map[string]string)
}
o.ExternalGRPCBackends[name] = uri
}
}
func WithCorsAllowOrigins(b string) AppOption {
return func(o *ApplicationConfig) {
o.CORSAllowOrigins = b
}
}
func WithBackendAssetsOutput(out string) AppOption {
return func(o *ApplicationConfig) {
o.AssetsDestination = out
}
}
func WithBackendAssets(f embed.FS) AppOption {
return func(o *ApplicationConfig) {
o.BackendAssets = f
}
}
func WithStringGalleries(galls string) AppOption {
return func(o *ApplicationConfig) {
if galls == "" {
o.Galleries = []gallery.Gallery{}
return
}
var galleries []gallery.Gallery
if err := json.Unmarshal([]byte(galls), &galleries); err != nil {
log.Error().Err(err).Msg("failed loading galleries")
}
o.Galleries = append(o.Galleries, galleries...)
}
}
func WithGalleries(galleries []gallery.Gallery) AppOption {
return func(o *ApplicationConfig) {
o.Galleries = append(o.Galleries, galleries...)
}
}
func WithContext(ctx context.Context) AppOption {
return func(o *ApplicationConfig) {
o.Context = ctx
}
}
func WithYAMLConfigPreload(configFile string) AppOption {
return func(o *ApplicationConfig) {
o.PreloadModelsFromPath = configFile
}
}
func WithJSONStringPreload(configFile string) AppOption {
return func(o *ApplicationConfig) {
o.PreloadJSONModels = configFile
}
}
func WithConfigFile(configFile string) AppOption {
return func(o *ApplicationConfig) {
o.ConfigFile = configFile
}
}
func WithUploadLimitMB(limit int) AppOption {
return func(o *ApplicationConfig) {
o.UploadLimitMB = limit
}
}
func WithThreads(threads int) AppOption {
return func(o *ApplicationConfig) {
if threads == 0 { // 0 is not allowed
threads = xsysinfo.CPUPhysicalCores()
}
o.Threads = threads
}
}
func WithContextSize(ctxSize int) AppOption {
return func(o *ApplicationConfig) {
o.ContextSize = ctxSize
}
}
func WithF16(f16 bool) AppOption {
return func(o *ApplicationConfig) {
o.F16 = f16
}
}
func WithDebug(debug bool) AppOption {
return func(o *ApplicationConfig) {
o.Debug = debug
}
}
func WithAudioDir(audioDir string) AppOption {
return func(o *ApplicationConfig) {
o.AudioDir = audioDir
}
}
func WithImageDir(imageDir string) AppOption {
return func(o *ApplicationConfig) {
o.ImageDir = imageDir
}
}
func WithUploadDir(uploadDir string) AppOption {
return func(o *ApplicationConfig) {
o.UploadDir = uploadDir
}
}
func WithConfigsDir(configsDir string) AppOption {
return func(o *ApplicationConfig) {
o.ConfigsDir = configsDir
}
}
func WithDynamicConfigDir(dynamicConfigsDir string) AppOption {
return func(o *ApplicationConfig) {
o.DynamicConfigsDir = dynamicConfigsDir
}
}
func WithDynamicConfigDirPollInterval(interval time.Duration) AppOption {
return func(o *ApplicationConfig) {
o.DynamicConfigsDirPollInterval = interval
}
}
func WithApiKeys(apiKeys []string) AppOption {
return func(o *ApplicationConfig) {
o.ApiKeys = apiKeys
}
}
func WithOpaqueErrors(opaque bool) AppOption {
return func(o *ApplicationConfig) {
o.OpaqueErrors = opaque
}
}
// ToConfigLoaderOptions returns a slice of ConfigLoader Option.
// Some options defined at the application level are going to be passed as defaults for
// all the configuration for the models.
// This includes for instance the context size or the number of threads.
// If a model doesn't set configs directly to the config model file
// it will use the defaults defined here.
func (o *ApplicationConfig) ToConfigLoaderOptions() []ConfigLoaderOption {
return []ConfigLoaderOption{
LoadOptionContextSize(o.ContextSize),
LoadOptionDebug(o.Debug),
LoadOptionF16(o.F16),
LoadOptionThreads(o.Threads),
ModelPath(o.ModelPath),
}
}
// func WithMetrics(meter *metrics.Metrics) AppOption {
// return func(o *StartupOptions) {
// o.Metrics = meter
// }
// }