#ifndef LLMODEL_H #define LLMODEL_H #include #include #include #include #include #include #include #define LLMODEL_MAX_PROMPT_BATCH 128 class Dlhandle; class LLModel { public: using Token = int32_t; class Implementation { public: Implementation(Dlhandle&&); Implementation(const Implementation&) = delete; Implementation(Implementation&&); ~Implementation(); std::string_view modelType() const { return m_modelType; } std::string_view buildVariant() const { return m_buildVariant; } static bool isImplementation(const Dlhandle&); static const std::vector& implementationList(); static const Implementation *implementation(std::ifstream& f, const std::string& buildVariant); static LLModel *construct(const std::string &modelPath, std::string buildVariant = "auto"); static void setImplementationsSearchPath(const std::string& path); static const std::string& implementationsSearchPath(); private: bool (*m_magicMatch)(std::ifstream& f); LLModel *(*m_construct)(); private: std::string_view m_modelType; std::string_view m_buildVariant; Dlhandle *m_dlhandle; }; struct PromptContext { std::vector logits; // logits of current context std::vector tokens; // current tokens in the context window int32_t n_past = 0; // number of tokens in past conversation int32_t n_ctx = 0; // number of tokens possible in context window int32_t n_predict = 200; int32_t top_k = 40; float top_p = 0.9f; float temp = 0.9f; int32_t n_batch = 9; float repeat_penalty = 1.10f; int32_t repeat_last_n = 64; // last n tokens to penalize float contextErase = 0.75f; // percent of context to erase if we exceed the context // window }; explicit LLModel() {} virtual ~LLModel() {} virtual bool loadModel(const std::string &modelPath) = 0; virtual bool isModelLoaded() const = 0; virtual size_t requiredMem(const std::string &modelPath) = 0; virtual size_t stateSize() const { return 0; } virtual size_t saveState(uint8_t */*dest*/) const { return 0; } virtual size_t restoreState(const uint8_t */*src*/) { return 0; } virtual void prompt(const std::string &prompt, std::function promptCallback, std::function responseCallback, std::function recalculateCallback, PromptContext &ctx); virtual void setThreadCount(int32_t /*n_threads*/) {} virtual int32_t threadCount() const { return 1; } const Implementation& implementation() const { return *m_implementation; } protected: // These are pure virtual because subclasses need to implement as the default implementation of // 'prompt' above calls these functions virtual std::vector tokenize(PromptContext &, const std::string&) const = 0; virtual std::string tokenToString(Token) const = 0; virtual Token sampleToken(PromptContext &ctx) const = 0; virtual bool evalTokens(PromptContext &/*ctx*/, const std::vector& /*tokens*/) const = 0; virtual int32_t contextLength() const = 0; virtual const std::vector& endTokens() const = 0; // This is a helper function called from the default implementation of 'prompt' but it can be // shared by all base classes so it isn't virtual void recalculateContext(PromptContext &promptCtx, std::function recalculate); const Implementation *m_implementation = nullptr; private: friend class LLMImplementation; }; #endif // LLMODEL_H