#ifndef LLMODEL_C_H #define LLMODEL_C_H #include #include #include #ifdef __GNUC__ #define DEPRECATED __attribute__ ((deprecated)) #elif defined(_MSC_VER) #define DEPRECATED __declspec(deprecated) #else #pragma message("WARNING: You need to implement DEPRECATED for this compiler") #define DEPRECATED #endif #ifdef __cplusplus extern "C" { #endif /** * Opaque pointer to the underlying model. */ typedef void *llmodel_model; /** * Structure containing any errors that may eventually occur */ struct llmodel_error { const char *message; // Human readable error description; Thread-local; guaranteed to survive until next llmodel C API call int code; // errno; 0 if none }; #ifndef __cplusplus typedef struct llmodel_error llmodel_error; #endif /** * llmodel_prompt_context structure for holding the prompt context. * NOTE: The implementation takes care of all the memory handling of the raw logits pointer and the * raw tokens pointer. Attempting to resize them or modify them in any way can lead to undefined * behavior. */ struct llmodel_prompt_context { float *logits; // logits of current context size_t logits_size; // the size of the raw logits vector int32_t *tokens; // current tokens in the context window size_t tokens_size; // the size of the raw tokens vector int32_t n_past; // number of tokens in past conversation int32_t n_ctx; // number of tokens possible in context window int32_t n_predict; // number of tokens to predict int32_t top_k; // top k logits to sample from float top_p; // nucleus sampling probability threshold float temp; // temperature to adjust model's output distribution int32_t n_batch; // number of predictions to generate in parallel float repeat_penalty; // penalty factor for repeated tokens int32_t repeat_last_n; // last n tokens to penalize float context_erase; // percent of context to erase if we exceed the context window }; struct llmodel_gpu_device { int index = 0; int type = 0; // same as VkPhysicalDeviceType size_t heapSize = 0; const char * name; const char * vendor; }; #ifndef __cplusplus typedef struct llmodel_prompt_context llmodel_prompt_context; typedef struct llmodel_gpu_device llmodel_gpu_device; #endif /** * Callback type for prompt processing. * @param token_id The token id of the prompt. * @return a bool indicating whether the model should keep processing. */ typedef bool (*llmodel_prompt_callback)(int32_t token_id); /** * Callback type for response. * @param token_id The token id of the response. * @param response The response string. NOTE: a token_id of -1 indicates the string is an error string. * @return a bool indicating whether the model should keep generating. */ typedef bool (*llmodel_response_callback)(int32_t token_id, const char *response); /** * Callback type for recalculation of context. * @param whether the model is recalculating the context. * @return a bool indicating whether the model should keep generating. */ typedef bool (*llmodel_recalculate_callback)(bool is_recalculating); /** * Create a llmodel instance. * Recognises correct model type from file at model_path * @param model_path A string representing the path to the model file. * @return A pointer to the llmodel_model instance; NULL on error. */ DEPRECATED llmodel_model llmodel_model_create(const char *model_path); /** * Create a llmodel instance. * Recognises correct model type from file at model_path * @param model_path A string representing the path to the model file; will only be used to detect model type. * @param build_variant A string representing the implementation to use (auto, default, avxonly, ...), * @param error A pointer to a llmodel_error; will only be set on error. * @return A pointer to the llmodel_model instance; NULL on error. */ llmodel_model llmodel_model_create2(const char *model_path, const char *build_variant, llmodel_error *error); /** * Destroy a llmodel instance. * Recognises correct model type using type info * @param model a pointer to a llmodel_model instance. */ void llmodel_model_destroy(llmodel_model model); /** * Estimate RAM requirement for a model file * @param model A pointer to the llmodel_model instance. * @param model_path A string representing the path to the model file. * @return size greater than 0 if the model was parsed successfully, 0 if file could not be parsed. */ size_t llmodel_required_mem(llmodel_model model, const char *model_path); /** * Load a model from a file. * @param model A pointer to the llmodel_model instance. * @param model_path A string representing the path to the model file. * @return true if the model was loaded successfully, false otherwise. */ bool llmodel_loadModel(llmodel_model model, const char *model_path); /** * Check if a model is loaded. * @param model A pointer to the llmodel_model instance. * @return true if the model is loaded, false otherwise. */ bool llmodel_isModelLoaded(llmodel_model model); /** * Get the size of the internal state of the model. * NOTE: This state data is specific to the type of model you have created. * @param model A pointer to the llmodel_model instance. * @return the size in bytes of the internal state of the model */ uint64_t llmodel_get_state_size(llmodel_model model); /** * Saves the internal state of the model to the specified destination address. * NOTE: This state data is specific to the type of model you have created. * @param model A pointer to the llmodel_model instance. * @param dest A pointer to the destination. * @return the number of bytes copied */ uint64_t llmodel_save_state_data(llmodel_model model, uint8_t *dest); /** * Restores the internal state of the model using data from the specified address. * NOTE: This state data is specific to the type of model you have created. * @param model A pointer to the llmodel_model instance. * @param src A pointer to the src. * @return the number of bytes read */ uint64_t llmodel_restore_state_data(llmodel_model model, const uint8_t *src); /** * Generate a response using the model. * @param model A pointer to the llmodel_model instance. * @param prompt A string representing the input prompt. * @param prompt_callback A callback function for handling the processing of prompt. * @param response_callback A callback function for handling the generated response. * @param recalculate_callback A callback function for handling recalculation requests. * @param ctx A pointer to the llmodel_prompt_context structure. */ void llmodel_prompt(llmodel_model model, const char *prompt, llmodel_prompt_callback prompt_callback, llmodel_response_callback response_callback, llmodel_recalculate_callback recalculate_callback, llmodel_prompt_context *ctx); /** * Generate an embedding using the model. * NOTE: If given NULL pointers for the model or text, or an empty text, a NULL pointer will be * returned. Bindings should signal an error when NULL is the return value. * @param model A pointer to the llmodel_model instance. * @param text A string representing the text to generate an embedding for. * @param embedding_size A pointer to a size_t type that will be set by the call indicating the length * of the returned floating point array. * @return A pointer to an array of floating point values passed to the calling method which then will * be responsible for lifetime of this memory. */ float *llmodel_embedding(llmodel_model model, const char *text, size_t *embedding_size); /** * Frees the memory allocated by the llmodel_embedding function. * @param ptr A pointer to the embedding as returned from llmodel_embedding. */ void llmodel_free_embedding(float *ptr); /** * Set the number of threads to be used by the model. * @param model A pointer to the llmodel_model instance. * @param n_threads The number of threads to be used. */ void llmodel_setThreadCount(llmodel_model model, int32_t n_threads); /** * Get the number of threads currently being used by the model. * @param model A pointer to the llmodel_model instance. * @return The number of threads currently being used. */ int32_t llmodel_threadCount(llmodel_model model); /** * Set llmodel implementation search path. * Default is "." * @param path The path to the llmodel implementation shared objects. This can be a single path or * a list of paths separated by ';' delimiter. */ void llmodel_set_implementation_search_path(const char *path); /** * Get llmodel implementation search path. * @return The current search path; lifetime ends on next set llmodel_set_implementation_search_path() call. */ const char *llmodel_get_implementation_search_path(); /** * Get a list of available GPU devices given the memory required. * @return A pointer to an array of llmodel_gpu_device's whose number is given by num_devices. */ struct llmodel_gpu_device* llmodel_available_gpu_devices(llmodel_model model, size_t memoryRequired, int* num_devices); /** * Initializes a GPU device based on a specified string criterion. * * This function initializes a GPU device based on a string identifier provided. The function * allows initialization based on general device type ("gpu"), vendor name ("amd", "nvidia", "intel"), * or any specific device name. * * @param memoryRequired The amount of memory (in bytes) required by the application or task * that will utilize the GPU device. * @param device A string specifying the desired criterion for GPU device selection. It can be: * - "gpu": To initialize the best available GPU. * - "amd", "nvidia", or "intel": To initialize the best available GPU from that vendor. * - A specific GPU device name: To initialize a GPU with that exact name. * * @return True if the GPU device is successfully initialized based on the provided string * criterion. Returns false if the desired GPU device could not be initialized. */ bool llmodel_gpu_init_gpu_device_by_string(llmodel_model model, size_t memoryRequired, const char *device); /** * Initializes a GPU device by specifying a valid gpu device pointer. * @param device A gpu device pointer. * @return True if the GPU device is successfully initialized, false otherwise. */ bool llmodel_gpu_init_gpu_device_by_struct(llmodel_model model, const llmodel_gpu_device *device); /** * Initializes a GPU device by its index. * @param device An integer representing the index of the GPU device to be initialized. * @return True if the GPU device is successfully initialized, false otherwise. */ bool llmodel_gpu_init_gpu_device_by_int(llmodel_model model, int device); /** * @return True if a GPU device is successfully initialized, false otherwise. */ bool llmodel_has_gpu_device(llmodel_model model); #ifdef __cplusplus } #endif #endif // LLMODEL_C_H