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feat(llama.cpp): guess model defaults from file (#2522)
* wip: guess informations from gguf file Signed-off-by: Ettore Di Giacinto <[email protected]> * update go mod Signed-off-by: Ettore Di Giacinto <[email protected]> * Small fixups Signed-off-by: Ettore Di Giacinto <[email protected]> * Identify llama3 Signed-off-by: Ettore Di Giacinto <[email protected]> * Do not try to guess the name, as reading gguf files can be expensive Signed-off-by: Ettore Di Giacinto <[email protected]> * Allow to disable guessing Signed-off-by: Ettore Di Giacinto <[email protected]> --------- Signed-off-by: Ettore Di Giacinto <[email protected]>
1 parent 23b3d22 commit aae7ad9

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10 files changed

+139
-13
lines changed

10 files changed

+139
-13
lines changed

‎core/cli/transcript.go

Lines changed: 1 addition & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -30,7 +30,7 @@ func (t *TranscriptCMD) Run(ctx *cliContext.Context) error {
3030
AssetsDestination: t.BackendAssetsPath,
3131
}
3232

33-
cl := config.NewBackendConfigLoader()
33+
cl := config.NewBackendConfigLoader(t.ModelsPath)
3434
ml := model.NewModelLoader(opts.ModelPath)
3535
if err := cl.LoadBackendConfigsFromPath(t.ModelsPath); err != nil {
3636
return err

‎core/config/application_config.go

Lines changed: 1 addition & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -306,6 +306,7 @@ func (o *ApplicationConfig) ToConfigLoaderOptions() []ConfigLoaderOption {
306306
LoadOptionDebug(o.Debug),
307307
LoadOptionF16(o.F16),
308308
LoadOptionThreads(o.Threads),
309+
ModelPath(o.ModelPath),
309310
}
310311
}
311312

‎core/config/backend_config.go

Lines changed: 7 additions & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -21,7 +21,7 @@ type TTSConfig struct {
2121
Voice string `yaml:"voice"`
2222

2323
// Vall-e-x
24-
VallE VallE `yaml:"vall-e"`
24+
VallE VallE `yaml:"vall-e"`
2525
}
2626

2727
type BackendConfig struct {
@@ -368,6 +368,8 @@ func (cfg *BackendConfig) SetDefaults(opts ...ConfigLoaderOption) {
368368
if debug {
369369
cfg.Debug = &trueV
370370
}
371+
372+
guessDefaultsFromFile(cfg, lo.modelPath)
371373
}
372374

373375
func (c *BackendConfig) Validate() bool {
@@ -400,3 +402,7 @@ func (c *BackendConfig) Validate() bool {
400402

401403
return true
402404
}
405+
406+
func (c *BackendConfig) HasTemplate() bool {
407+
return c.TemplateConfig.Completion != "" || c.TemplateConfig.Edit != "" || c.TemplateConfig.Chat != "" || c.TemplateConfig.ChatMessage != ""
408+
}

‎core/config/backend_config_loader.go

Lines changed: 12 additions & 3 deletions
Original file line numberDiff line numberDiff line change
@@ -19,17 +19,20 @@ import (
1919
)
2020

2121
type BackendConfigLoader struct {
22-
configs map[string]BackendConfig
22+
configs map[string]BackendConfig
23+
modelPath string
2324
sync.Mutex
2425
}
2526

26-
func NewBackendConfigLoader() *BackendConfigLoader {
27+
func NewBackendConfigLoader(modelPath string) *BackendConfigLoader {
2728
return &BackendConfigLoader{
28-
configs: make(map[string]BackendConfig),
29+
configs: make(map[string]BackendConfig),
30+
modelPath: modelPath,
2931
}
3032
}
3133

3234
type LoadOptions struct {
35+
modelPath string
3336
debug bool
3437
threads, ctxSize int
3538
f16 bool
@@ -53,6 +56,12 @@ func LoadOptionContextSize(ctxSize int) ConfigLoaderOption {
5356
}
5457
}
5558

59+
func ModelPath(modelPath string) ConfigLoaderOption {
60+
return func(o *LoadOptions) {
61+
o.modelPath = modelPath
62+
}
63+
}
64+
5665
func LoadOptionF16(f16 bool) ConfigLoaderOption {
5766
return func(o *LoadOptions) {
5867
o.f16 = f16

‎core/config/config_test.go

Lines changed: 1 addition & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -26,7 +26,7 @@ var _ = Describe("Test cases for config related functions", func() {
2626

2727
It("Test LoadConfigs", func() {
2828

29-
bcl := NewBackendConfigLoader()
29+
bcl := NewBackendConfigLoader(os.Getenv("MODELS_PATH"))
3030
err := bcl.LoadBackendConfigsFromPath(os.Getenv("MODELS_PATH"))
3131

3232
Expect(err).To(BeNil())

‎core/config/guesser.go

Lines changed: 87 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -0,0 +1,87 @@
1+
package config
2+
3+
import (
4+
"os"
5+
"path/filepath"
6+
7+
"github.com/rs/zerolog/log"
8+
9+
gguf "github.com/thxcode/gguf-parser-go"
10+
)
11+
12+
type familyType uint8
13+
14+
const (
15+
Unknown familyType = iota
16+
LLaMa3 = iota
17+
LLama2 = iota
18+
)
19+
20+
var defaultsTemplate map[familyType]TemplateConfig = map[familyType]TemplateConfig{
21+
LLaMa3: {
22+
Chat: "<|begin_of_text|>{{.Input }}\n<|start_header_id|>assistant<|end_header_id|>",
23+
ChatMessage: "<|start_header_id|>{{ .RoleName }}<|end_header_id|>\n\n{{.Content }}<|eot_id|>",
24+
},
25+
}
26+
27+
func guessDefaultsFromFile(cfg *BackendConfig, modelPath string) {
28+
29+
if os.Getenv("LOCALAI_DISABLE_GUESSING") == "true" {
30+
log.Debug().Msgf("guessDefaultsFromFile: %s", "guessing disabled with LOCALAI_DISABLE_GUESSING")
31+
return
32+
}
33+
34+
if modelPath == "" {
35+
log.Debug().Msgf("guessDefaultsFromFile: %s", "modelPath is empty")
36+
return
37+
}
38+
39+
if cfg.HasTemplate() {
40+
// nothing to guess here
41+
log.Debug().Any("name", cfg.Name).Msgf("guessDefaultsFromFile: %s", "template already set")
42+
return
43+
}
44+
45+
// We try to guess only if we don't have a template defined already
46+
f, err := gguf.ParseGGUFFile(filepath.Join(modelPath, cfg.ModelFileName()))
47+
if err != nil {
48+
// Only valid for gguf files
49+
log.Debug().Msgf("guessDefaultsFromFile: %s", "not a GGUF file")
50+
return
51+
}
52+
53+
log.Debug().
54+
Any("eosTokenID", f.Tokenizer().EOSTokenID).
55+
Any("bosTokenID", f.Tokenizer().BOSTokenID).
56+
Any("modelName", f.Model().Name).
57+
Any("architecture", f.Architecture().Architecture).Msgf("Model file loaded: %s", cfg.ModelFileName())
58+
59+
// guess the name
60+
if cfg.Name == "" {
61+
cfg.Name = f.Model().Name
62+
}
63+
64+
family := identifyFamily(f)
65+
66+
if family == Unknown {
67+
log.Debug().Msgf("guessDefaultsFromFile: %s", "family not identified")
68+
return
69+
}
70+
71+
templ, ok := defaultsTemplate[family]
72+
if ok {
73+
cfg.TemplateConfig = templ
74+
log.Debug().Any("family", family).Msgf("guessDefaultsFromFile: guessed template %+v", cfg.TemplateConfig)
75+
} else {
76+
log.Debug().Any("family", family).Msgf("guessDefaultsFromFile: no template found for family")
77+
}
78+
}
79+
80+
func identifyFamily(f *gguf.GGUFFile) familyType {
81+
switch {
82+
case f.Architecture().Architecture == "llama" && f.Tokenizer().EOSTokenID == 128009:
83+
return LLaMa3
84+
}
85+
86+
return Unknown
87+
}

‎core/http/endpoints/openai/request.go

Lines changed: 1 addition & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -289,6 +289,7 @@ func mergeRequestWithConfig(modelFile string, input *schema.OpenAIRequest, cm *c
289289
config.LoadOptionThreads(threads),
290290
config.LoadOptionContextSize(ctx),
291291
config.LoadOptionF16(f16),
292+
config.ModelPath(loader.ModelPath),
292293
)
293294

294295
// Set the parameters for the language model prediction

‎core/startup/startup.go

Lines changed: 2 additions & 2 deletions
Original file line numberDiff line numberDiff line change
@@ -62,7 +62,7 @@ func Startup(opts ...config.AppOption) (*config.BackendConfigLoader, *model.Mode
6262
//
6363
pkgStartup.PreloadModelsConfigurations(options.ModelLibraryURL, options.ModelPath, options.ModelsURL...)
6464

65-
cl := config.NewBackendConfigLoader()
65+
cl := config.NewBackendConfigLoader(options.ModelPath)
6666
ml := model.NewModelLoader(options.ModelPath)
6767

6868
configLoaderOpts := options.ToConfigLoaderOptions()
@@ -151,7 +151,7 @@ func Startup(opts ...config.AppOption) (*config.BackendConfigLoader, *model.Mode
151151
func createApplication(appConfig *config.ApplicationConfig) *core.Application {
152152
app := &core.Application{
153153
ApplicationConfig: appConfig,
154-
BackendConfigLoader: config.NewBackendConfigLoader(),
154+
BackendConfigLoader: config.NewBackendConfigLoader(appConfig.ModelPath),
155155
ModelLoader: model.NewModelLoader(appConfig.ModelPath),
156156
}
157157

‎go.mod

Lines changed: 9 additions & 5 deletions
Original file line numberDiff line numberDiff line change
@@ -1,6 +1,6 @@
11
module github.com/go-skynet/LocalAI
22

3-
go 1.21.1
3+
go 1.22
44

55
toolchain go1.22.2
66

@@ -67,6 +67,7 @@ require (
6767
github.com/creachadair/otp v0.4.2 // indirect
6868
github.com/davidlazar/go-crypto v0.0.0-20200604182044-b73af7476f6c // indirect
6969
github.com/decred/dcrd/dcrec/secp256k1/v4 v4.2.0 // indirect
70+
github.com/dustin/go-humanize v1.0.1 // indirect
7071
github.com/elastic/gosigar v0.14.2 // indirect
7172
github.com/flynn/noise v1.0.0 // indirect
7273
github.com/francoispqt/gojay v1.2.13 // indirect
@@ -79,6 +80,7 @@ require (
7980
github.com/hashicorp/go-multierror v1.1.1 // indirect
8081
github.com/hashicorp/golang-lru v0.5.4 // indirect
8182
github.com/hashicorp/golang-lru/v2 v2.0.7 // indirect
83+
github.com/henvic/httpretty v0.1.3 // indirect
8284
github.com/huin/goupnp v1.2.0 // indirect
8385
github.com/ipfs/boxo v0.10.0 // indirect
8486
github.com/ipfs/go-cid v0.4.1 // indirect
@@ -132,8 +134,10 @@ require (
132134
github.com/quic-go/quic-go v0.38.1 // indirect
133135
github.com/quic-go/webtransport-go v0.5.3 // indirect
134136
github.com/raulk/go-watchdog v1.3.0 // indirect
137+
github.com/smallnest/ringbuffer v0.0.0-20240423223918-bab516b2000b // indirect
135138
github.com/songgao/packets v0.0.0-20160404182456-549a10cd4091 // indirect
136139
github.com/spaolacci/murmur3 v1.1.0 // indirect
140+
github.com/thxcode/gguf-parser-go v0.0.6 // indirect
137141
github.com/tinylib/msgp v1.1.8 // indirect
138142
github.com/vishvananda/netlink v1.1.0 // indirect
139143
github.com/vishvananda/netns v0.0.0-20211101163701-50045581ed74 // indirect
@@ -143,8 +147,8 @@ require (
143147
go.uber.org/fx v1.20.0 // indirect
144148
go.uber.org/multierr v1.11.0 // indirect
145149
go.uber.org/zap v1.27.0 // indirect
146-
golang.org/x/exp v0.0.0-20230817173708-d852ddb80c63 // indirect
147-
golang.org/x/sync v0.6.0 // indirect
150+
golang.org/x/exp v0.0.0-20240506185415-9bf2ced13842 // indirect
151+
golang.org/x/sync v0.7.0 // indirect
148152
golang.org/x/sys v0.20.0 // indirect
149153
golang.zx2c4.com/wintun v0.0.0-20211104114900-415007cec224 // indirect
150154
golang.zx2c4.com/wireguard v0.0.0-20220703234212-c31a7b1ab478 // indirect
@@ -252,11 +256,11 @@ require (
252256
go.opentelemetry.io/otel/sdk v1.19.0 // indirect
253257
go.opentelemetry.io/otel/trace v1.19.0 // indirect
254258
golang.org/x/crypto v0.23.0 // indirect
255-
golang.org/x/mod v0.16.0 // indirect
259+
golang.org/x/mod v0.17.0 // indirect
256260
golang.org/x/net v0.25.0 // indirect
257261
golang.org/x/term v0.20.0 // indirect
258262
golang.org/x/text v0.15.0 // indirect
259-
golang.org/x/tools v0.19.0 // indirect
263+
golang.org/x/tools v0.21.0 // indirect
260264
google.golang.org/genproto/googleapis/rpc v0.0.0-20240528184218-531527333157 // indirect
261265
gopkg.in/fsnotify.v1 v1.4.7 // indirect
262266
gopkg.in/tomb.v1 v1.0.0-20141024135613-dd632973f1e7 // indirect

‎go.sum

Lines changed: 18 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -108,6 +108,8 @@ github.com/dsnet/compress v0.0.2-0.20210315054119-f66993602bf5 h1:iFaUwBSo5Svw6L
108108
github.com/dsnet/compress v0.0.2-0.20210315054119-f66993602bf5/go.mod h1:qssHWj60/X5sZFNxpG4HBPDHVqxNm4DfnCKgrbZOT+s=
109109
github.com/dsnet/golib v0.0.0-20171103203638-1ea166775780/go.mod h1:Lj+Z9rebOhdfkVLjJ8T6VcRQv3SXugXy999NBtR9aFY=
110110
github.com/dustin/go-humanize v1.0.0/go.mod h1:HtrtbFcZ19U5GC7JDqmcUSB87Iq5E25KnS6fMYU6eOk=
111+
github.com/dustin/go-humanize v1.0.1 h1:GzkhY7T5VNhEkwH0PVJgjz+fX1rhBrR7pRT3mDkpeCY=
112+
github.com/dustin/go-humanize v1.0.1/go.mod h1:Mu1zIs6XwVuF/gI1OepvI0qD18qycQx+mFykh5fBlto=
111113
github.com/elastic/gosigar v0.12.0/go.mod h1:iXRIGg2tLnu7LBdpqzyQfGDEidKCfWcCMS0WKyPWoMs=
112114
github.com/elastic/gosigar v0.14.2 h1:Dg80n8cr90OZ7x+bAax/QjoW/XqTI11RmA79ZwIm9/4=
113115
github.com/elastic/gosigar v0.14.2/go.mod h1:iXRIGg2tLnu7LBdpqzyQfGDEidKCfWcCMS0WKyPWoMs=
@@ -262,6 +264,8 @@ github.com/hashicorp/golang-lru v0.5.4 h1:YDjusn29QI/Das2iO9M0BHnIbxPeyuCHsjMW+l
262264
github.com/hashicorp/golang-lru v0.5.4/go.mod h1:iADmTwqILo4mZ8BN3D2Q6+9jd8WM5uGBxy+E8yxSoD4=
263265
github.com/hashicorp/golang-lru/v2 v2.0.7 h1:a+bsQ5rvGLjzHuww6tVxozPZFVghXaHOwFs4luLUK2k=
264266
github.com/hashicorp/golang-lru/v2 v2.0.7/go.mod h1:QeFd9opnmA6QUJc5vARoKUSoFhyfM2/ZepoAG6RGpeM=
267+
github.com/henvic/httpretty v0.1.3 h1:4A6vigjz6Q/+yAfTD4wqipCv+Px69C7Th/NhT0ApuU8=
268+
github.com/henvic/httpretty v0.1.3/go.mod h1:UUEv7c2kHZ5SPQ51uS3wBpzPDibg2U3Y+IaXyHy5GBg=
265269
github.com/hexops/gotextdiff v1.0.3 h1:gitA9+qJrrTCsiCl7+kh75nPqQt1cx4ZkudSTLoUqJM=
266270
github.com/hexops/gotextdiff v1.0.3/go.mod h1:pSWU5MAI3yDq+fZBTazCSJysOMbxWL1BSow5/V2vxeg=
267271
github.com/hpcloud/tail v1.0.0 h1:nfCOvKYfkgYP8hkirhJocXT2+zOD8yUNjXaWfTlyFKI=
@@ -612,6 +616,8 @@ github.com/shurcooL/webdavfs v0.0.0-20170829043945-18c3829fa133/go.mod h1:hKmq5k
612616
github.com/sirupsen/logrus v1.7.0/go.mod h1:yWOB1SBYBC5VeMP7gHvWumXLIWorT60ONWic61uBYv0=
613617
github.com/sirupsen/logrus v1.8.1 h1:dJKuHgqk1NNQlqoA6BTlM1Wf9DOH3NBjQyu0h9+AZZE=
614618
github.com/sirupsen/logrus v1.8.1/go.mod h1:yWOB1SBYBC5VeMP7gHvWumXLIWorT60ONWic61uBYv0=
619+
github.com/smallnest/ringbuffer v0.0.0-20240423223918-bab516b2000b h1:e9eeuSYSLmUKxy7ALzKcxo7ggTceQaVcBhjDIcewa9c=
620+
github.com/smallnest/ringbuffer v0.0.0-20240423223918-bab516b2000b/go.mod h1:tAG61zBM1DYRaGIPloumExGvScf08oHuo0kFoOqdbT0=
615621
github.com/smartystreets/assertions v1.2.0/go.mod h1:tcbTF8ujkAEcZ8TElKY+i30BzYlVhC/LOxJk7iOWnoo=
616622
github.com/smartystreets/assertions v1.13.0 h1:Dx1kYM01xsSqKPno3aqLnrwac2LetPvN23diwyr69Qs=
617623
github.com/smartystreets/assertions v1.13.0/go.mod h1:wDmR7qL282YbGsPy6H/yAsesrxfxaaSlJazyFLYVFx8=
@@ -647,6 +653,10 @@ github.com/swaggo/files/v2 v2.0.0/go.mod h1:24kk2Y9NYEJ5lHuCra6iVwkMjIekMCaFq/0J
647653
github.com/swaggo/swag v1.16.3 h1:PnCYjPCah8FK4I26l2F/KQ4yz3sILcVUN3cTlBFA9Pg=
648654
github.com/swaggo/swag v1.16.3/go.mod h1:DImHIuOFXKpMFAQjcC7FG4m3Dg4+QuUgUzJmKjI/gRk=
649655
github.com/tarm/serial v0.0.0-20180830185346-98f6abe2eb07/go.mod h1:kDXzergiv9cbyO7IOYJZWg1U88JhDg3PB6klq9Hg2pA=
656+
github.com/thxcode/gguf-parser-go v0.0.5 h1:fYjrrQ6DFMTOCxP5iWolFIgAS9uB6Lj0MLsabYd+WUA=
657+
github.com/thxcode/gguf-parser-go v0.0.5/go.mod h1:xHPU1OI4c0KHVTGYjTZIkLRJhBZUb9wDTFYFvkRXo9M=
658+
github.com/thxcode/gguf-parser-go v0.0.6 h1:2lbnqA9r/4kyfOUZxy3VWRP60IkfNb31l57GmzOzYKE=
659+
github.com/thxcode/gguf-parser-go v0.0.6/go.mod h1:xHPU1OI4c0KHVTGYjTZIkLRJhBZUb9wDTFYFvkRXo9M=
650660
github.com/tinylib/msgp v1.1.8 h1:FCXC1xanKO4I8plpHGH2P7koL/RzZs12l/+r7vakfm0=
651661
github.com/tinylib/msgp v1.1.8/go.mod h1:qkpG+2ldGg4xRFmx+jfTvZPxfGFhi64BcnL9vkCm/Tw=
652662
github.com/tklauser/go-sysconf v0.3.11/go.mod h1:GqXfhXY3kiPa0nAXPDIQIWzJbMCB7AmcWpGR8lSZfqI=
@@ -751,6 +761,8 @@ golang.org/x/crypto v0.23.0/go.mod h1:CKFgDieR+mRhux2Lsu27y0fO304Db0wZe70UKqHu0v
751761
golang.org/x/exp v0.0.0-20190121172915-509febef88a4/go.mod h1:CJ0aWSM057203Lf6IL+f9T1iT9GByDxfZKAQTCR3kQA=
752762
golang.org/x/exp v0.0.0-20230817173708-d852ddb80c63 h1:m64FZMko/V45gv0bNmrNYoDEq8U5YUhetc9cBWKS1TQ=
753763
golang.org/x/exp v0.0.0-20230817173708-d852ddb80c63/go.mod h1:0v4NqG35kSWCMzLaMeX+IQrlSnVE/bqGSyC2cz/9Le8=
764+
golang.org/x/exp v0.0.0-20240506185415-9bf2ced13842 h1:vr/HnozRka3pE4EsMEg1lgkXJkTFJCVUX+S/ZT6wYzM=
765+
golang.org/x/exp v0.0.0-20240506185415-9bf2ced13842/go.mod h1:XtvwrStGgqGPLc4cjQfWqZHG1YFdYs6swckp8vpsjnc=
754766
golang.org/x/lint v0.0.0-20180702182130-06c8688daad7/go.mod h1:UVdnD1Gm6xHRNCYTkRU2/jEulfH38KcIWyp/GAMgvoE=
755767
golang.org/x/lint v0.0.0-20181026193005-c67002cb31c3/go.mod h1:UVdnD1Gm6xHRNCYTkRU2/jEulfH38KcIWyp/GAMgvoE=
756768
golang.org/x/lint v0.0.0-20190227174305-5b3e6a55c961/go.mod h1:wehouNa3lNwaWXcvxsM5YxQ5yQlVC4a0KAMCusXpPoU=
@@ -766,6 +778,8 @@ golang.org/x/mod v0.6.0-dev.0.20220419223038-86c51ed26bb4/go.mod h1:jJ57K6gSWd91
766778
golang.org/x/mod v0.7.0/go.mod h1:iBbtSCu2XBx23ZKBPSOrRkjjQPZFPuis4dIYUhu/chs=
767779
golang.org/x/mod v0.16.0 h1:QX4fJ0Rr5cPQCF7O9lh9Se4pmwfwskqZfq5moyldzic=
768780
golang.org/x/mod v0.16.0/go.mod h1:hTbmBsO62+eylJbnUtE2MGJUyE7QWk4xUqPFrRgJ+7c=
781+
golang.org/x/mod v0.17.0 h1:zY54UmvipHiNd+pm+m0x9KhZ9hl1/7QNMyxXbc6ICqA=
782+
golang.org/x/mod v0.17.0/go.mod h1:hTbmBsO62+eylJbnUtE2MGJUyE7QWk4xUqPFrRgJ+7c=
769783
golang.org/x/net v0.0.0-20180724234803-3673e40ba225/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
770784
golang.org/x/net v0.0.0-20180826012351-8a410e7b638d/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
771785
golang.org/x/net v0.0.0-20180906233101-161cd47e91fd/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
@@ -808,6 +822,8 @@ golang.org/x/sync v0.0.0-20220722155255-886fb9371eb4/go.mod h1:RxMgew5VJxzue5/jJ
808822
golang.org/x/sync v0.1.0/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
809823
golang.org/x/sync v0.6.0 h1:5BMeUDZ7vkXGfEr1x9B4bRcTH4lpkTkpdh0T/J+qjbQ=
810824
golang.org/x/sync v0.6.0/go.mod h1:Czt+wKu1gCyEFDUtn0jG5QVvpJ6rzVqr5aXyt9drQfk=
825+
golang.org/x/sync v0.7.0 h1:YsImfSBoP9QPYL0xyKJPq0gcaJdG3rInoqxTWbfQu9M=
826+
golang.org/x/sync v0.7.0/go.mod h1:Czt+wKu1gCyEFDUtn0jG5QVvpJ6rzVqr5aXyt9drQfk=
811827
golang.org/x/sys v0.0.0-20180810173357-98c5dad5d1a0/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
812828
golang.org/x/sys v0.0.0-20180830151530-49385e6e1522/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
813829
golang.org/x/sys v0.0.0-20180909124046-d0be0721c37e/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
@@ -892,6 +908,8 @@ golang.org/x/tools v0.1.12/go.mod h1:hNGJHUnrk76NpqgfD5Aqm5Crs+Hm0VOH/i9J2+nxYbc
892908
golang.org/x/tools v0.4.0/go.mod h1:UE5sM2OK9E/d67R0ANs2xJizIymRP5gJU295PvKXxjQ=
893909
golang.org/x/tools v0.19.0 h1:tfGCXNR1OsFG+sVdLAitlpjAvD/I6dHDKnYrpEZUHkw=
894910
golang.org/x/tools v0.19.0/go.mod h1:qoJWxmGSIBmAeriMx19ogtrEPrGtDbPK634QFIcLAhc=
911+
golang.org/x/tools v0.21.0 h1:qc0xYgIbsSDt9EyWz05J5wfa7LOVW0YTLOXrqdLAWIw=
912+
golang.org/x/tools v0.21.0/go.mod h1:aiJjzUbINMkxbQROHiO6hDPo2LHcIPhhQsa9DLh0yGk=
895913
golang.org/x/xerrors v0.0.0-20190717185122-a985d3407aa7/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
896914
golang.org/x/xerrors v0.0.0-20191011141410-1b5146add898/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
897915
golang.org/x/xerrors v0.0.0-20191204190536-9bdfabe68543/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=

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