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orangepi-build/external/packages/bsp/rk3588/usr/include/rkllm.h
2024-05-27 09:47:58 +08:00

49 lines
1.5 KiB
C

#ifndef _LLM_H_
#define _LLM_H_
#ifdef __cplusplus
extern "C" {
#endif
typedef void* LLMHandle;
typedef enum {
LLM_RUN_NORMAL = 0, /*推理状态正常,推理尚未结束*/
LLM_RUN_FINISH = 1, /*推理状态正常,推理结束*/
LLM_RUN_ERROR = 2 /*推理状态异常*/
} LLMCallState;
typedef struct {
const char* modelPath; /*模型文件的存放路径*/
const char* target_platform; /*模型运行的硬件平台*/
int32_t num_npu_core; /*模型推理时使用的 NPU 核心数量*/
int32_t max_context_len; /*设置提示上下文的大小*/
int32_t max_new_tokens; /*用于设置模型推理时生成 Token 的数量上限*/
int32_t top_k;
float top_p;
float temperature;
float repeat_penalty;
float frequency_penalty;
float presence_penalty;
int32_t mirostat;
float mirostat_tau;
float mirostat_eta;
} RKLLMParam;
typedef void(*LLMResultCallback)(const char* result, void* userdata, LLMCallState state);
RKLLMParam rkllm_createDefaultParam(); /*初始化RKLLMParam并设置默认参数*/
int rkllm_init(LLMHandle* handle, RKLLMParam param, LLMResultCallback callback); /*模型初始化*/
int rkllm_run(LLMHandle handle, const char* prompt, void* userdata); /*模型推理*/
int rkllm_destroy(LLMHandle handle); /*模型释放*/
#ifdef __cplusplus
}
#endif
#endif