mirror of
https://github.com/mudler/LocalAI.git
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feat: allow to set a prompt cache path and enable saving state (#395)
Signed-off-by: mudler <mudler@mocaccino.org>
This commit is contained in:
parent
76c881043e
commit
217dbb448e
2
Makefile
2
Makefile
@ -3,7 +3,7 @@ GOTEST=$(GOCMD) test
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GOVET=$(GOCMD) vet
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BINARY_NAME=local-ai
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GOLLAMA_VERSION?=8bd97d532e90cf34e755b3ea2d8aa17000443cf2
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GOLLAMA_VERSION?=fbec625895ba0c458f783b62c8569135c5e80d79
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GPT4ALL_REPO?=https://github.com/nomic-ai/gpt4all
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GPT4ALL_VERSION?=73db20ba85fbbdc66a56e2619394c0eea40dc72b
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GOGGMLTRANSFORMERS_VERSION?=c4c581f1853cf1b66276501c7c0dbea1e3e564b7
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@ -16,24 +16,28 @@ import (
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)
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type Config struct {
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OpenAIRequest `yaml:"parameters"`
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Name string `yaml:"name"`
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StopWords []string `yaml:"stopwords"`
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Cutstrings []string `yaml:"cutstrings"`
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TrimSpace []string `yaml:"trimspace"`
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ContextSize int `yaml:"context_size"`
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F16 bool `yaml:"f16"`
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Threads int `yaml:"threads"`
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Debug bool `yaml:"debug"`
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Roles map[string]string `yaml:"roles"`
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Embeddings bool `yaml:"embeddings"`
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Backend string `yaml:"backend"`
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TemplateConfig TemplateConfig `yaml:"template"`
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MirostatETA float64 `yaml:"mirostat_eta"`
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MirostatTAU float64 `yaml:"mirostat_tau"`
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Mirostat int `yaml:"mirostat"`
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NGPULayers int `yaml:"gpu_layers"`
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ImageGenerationAssets string `yaml:"asset_dir"`
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OpenAIRequest `yaml:"parameters"`
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Name string `yaml:"name"`
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StopWords []string `yaml:"stopwords"`
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Cutstrings []string `yaml:"cutstrings"`
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TrimSpace []string `yaml:"trimspace"`
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ContextSize int `yaml:"context_size"`
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F16 bool `yaml:"f16"`
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Threads int `yaml:"threads"`
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Debug bool `yaml:"debug"`
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Roles map[string]string `yaml:"roles"`
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Embeddings bool `yaml:"embeddings"`
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Backend string `yaml:"backend"`
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TemplateConfig TemplateConfig `yaml:"template"`
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MirostatETA float64 `yaml:"mirostat_eta"`
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MirostatTAU float64 `yaml:"mirostat_tau"`
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Mirostat int `yaml:"mirostat"`
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NGPULayers int `yaml:"gpu_layers"`
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ImageGenerationAssets string `yaml:"asset_dir"`
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PromptCachePath string `yaml:"prompt_cache_path"`
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PromptCacheAll bool `yaml:"prompt_cache_all"`
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PromptStrings, InputStrings []string
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InputToken [][]int
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}
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@ -2,6 +2,8 @@ package api
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import (
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"fmt"
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"os"
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"path/filepath"
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"regexp"
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"strings"
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"sync"
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@ -102,7 +104,7 @@ func ModelEmbedding(s string, tokens []int, loader *model.ModelLoader, c Config)
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switch model := inferenceModel.(type) {
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case *llama.LLama:
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fn = func() ([]float32, error) {
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predictOptions := buildLLamaPredictOptions(c)
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predictOptions := buildLLamaPredictOptions(c, loader.ModelPath)
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if len(tokens) > 0 {
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return model.TokenEmbeddings(tokens, predictOptions...)
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}
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@ -151,7 +153,7 @@ func ModelEmbedding(s string, tokens []int, loader *model.ModelLoader, c Config)
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}, nil
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}
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func buildLLamaPredictOptions(c Config) []llama.PredictOption {
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func buildLLamaPredictOptions(c Config, modelPath string) []llama.PredictOption {
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// Generate the prediction using the language model
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predictOptions := []llama.PredictOption{
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llama.SetTemperature(c.Temperature),
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@ -161,6 +163,17 @@ func buildLLamaPredictOptions(c Config) []llama.PredictOption {
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llama.SetThreads(c.Threads),
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}
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if c.PromptCacheAll {
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predictOptions = append(predictOptions, llama.EnablePromptCacheAll)
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}
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if c.PromptCachePath != "" {
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// Create parent directory
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p := filepath.Join(modelPath, c.PromptCachePath)
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os.MkdirAll(filepath.Dir(p), 0755)
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predictOptions = append(predictOptions, llama.SetPathPromptCache(p))
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}
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if c.Mirostat != 0 {
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predictOptions = append(predictOptions, llama.SetMirostat(c.Mirostat))
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}
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@ -469,7 +482,7 @@ func ModelInference(s string, loader *model.ModelLoader, c Config, tokenCallback
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model.SetTokenCallback(tokenCallback)
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}
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predictOptions := buildLLamaPredictOptions(c)
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predictOptions := buildLLamaPredictOptions(c, loader.ModelPath)
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str, er := model.Predict(
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s,
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