WizardCoder / otherarch /rwkv_v2.h
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#ifndef RWKV_H2
#define RWKV_H2
#include <stddef.h>
#include <stdint.h>
#include <stdbool.h>
#ifdef RWKV_SHARED2
# if defined(_WIN32) && !defined(__MINGW32__)
# ifdef RWKV_BUILD
# define RWKV_V2_API __declspec(dllexport)
# else
# define RWKV_V2_API __declspec(dllimport)
# endif
# else
# define RWKV_V2_API __attribute__ ((visibility ("default")))
# endif
#else
# define RWKV_V2_API
#endif
// 'ggmf' in hex.
#define RWKV_V2_FILE_MAGIC 0x67676d66
#define RWKV_V2_FILE_VERSION 100
#ifdef __cplusplus
extern "C" {
#endif
struct rwkv_v2_context;
// Loads the model from a file and prepares it for inference.
// Returns NULL on any error. Error messages would be printed to stderr.
// - model_file_path: path to model file in ggml format.
// - n_threads: count of threads to use, must be positive.
RWKV_V2_API struct rwkv_v2_context * rwkv_v2_init_from_file(const char * model_file_path, uint32_t n_threads);
// Evaluates the model for a single token.
// Returns false on any error. Error messages would be printed to stderr.
// - token: next token index, in range 0 <= token < n_vocab.
// - state_in: FP32 buffer of size rwkv_v2_get_state_buffer_element_count; or NULL, if this is a first pass.
// - state_out: FP32 buffer of size rwkv_v2_get_state_buffer_element_count. This buffer will be written to.
// - logits_out: FP32 buffer of size rwkv_v2_get_logits_buffer_element_count. This buffer will be written to.
RWKV_V2_API bool rwkv_v2_eval(struct rwkv_v2_context * ctx, int32_t token, float * state_in, float * state_out, float * logits_out);
// Returns count of FP32 elements in state buffer.
RWKV_V2_API uint32_t rwkv_v2_get_state_buffer_element_count(struct rwkv_v2_context * ctx);
// Returns count of FP32 elements in logits buffer.
RWKV_V2_API uint32_t rwkv_v2_get_logits_buffer_element_count(struct rwkv_v2_context * ctx);
// Frees all allocated memory and the context.
RWKV_V2_API void rwkv_v2_free(struct rwkv_v2_context * ctx);
// Quantizes FP32 or FP16 model to one of quantized formats.
// Returns false on any error. Error messages would be printed to stderr.
// - model_file_path_in: path to model file in ggml format, must be either FP32 or FP16.
// - model_file_path_out: quantized model will be written here.
// - format_name: must be one of available format names below.
// Available format names:
// - Q4_0
// - Q4_1
// - Q4_2
// - Q5_0
// - Q5_1
// - Q8_0
RWKV_V2_API bool rwkv_v2_quantize_model_file(const char * model_file_path_in, const char * model_file_path_out, const char * format_name);
// Returns system information string.
RWKV_V2_API const char * rwkv_v2_get_system_info_string(void);
#ifdef __cplusplus
}
#endif
#endif