from fastapi import Body from configs import logger, log_verbose, LLM_MODEL, HTTPX_DEFAULT_TIMEOUT from server.utils import BaseResponse, fschat_controller_address import httpx def list_llm_models( controller_address: str = Body(None, description="Fastchat controller服务器地址", examples=[fschat_controller_address()]), placeholder: str = Body(None, description="该参数未使用,占位用"), ) -> BaseResponse: ''' 从fastchat controller获取已加载模型列表 ''' try: controller_address = controller_address or fschat_controller_address() r = httpx.post(controller_address + "/list_models") return BaseResponse(data=r.json()["models"]) except Exception as e: logger.error(f'{e.__class__.__name__}: {e}', exc_info=e if log_verbose else None) return BaseResponse( code=500, data=[], msg=f"failed to get available models from controller: {controller_address}。错误信息是: {e}") def stop_llm_model( model_name: str = Body(..., description="要停止的LLM模型名称", examples=[LLM_MODEL]), controller_address: str = Body(None, description="Fastchat controller服务器地址", examples=[fschat_controller_address()]) ) -> BaseResponse: ''' 向fastchat controller请求停止某个LLM模型。 注意:由于Fastchat的实现方式,实际上是把LLM模型所在的model_worker停掉。 ''' try: controller_address = controller_address or fschat_controller_address() r = httpx.post( controller_address + "/release_worker", json={"model_name": model_name}, ) return r.json() except Exception as e: logger.error(f'{e.__class__.__name__}: {e}', exc_info=e if log_verbose else None) return BaseResponse( code=500, msg=f"failed to stop LLM model {model_name} from controller: {controller_address}。错误信息是: {e}") def change_llm_model( model_name: str = Body(..., description="当前运行模型", examples=[LLM_MODEL]), new_model_name: str = Body(..., description="要切换的新模型", examples=[LLM_MODEL]), controller_address: str = Body(None, description="Fastchat controller服务器地址", examples=[fschat_controller_address()]) ): ''' 向fastchat controller请求切换LLM模型。 ''' try: controller_address = controller_address or fschat_controller_address() r = httpx.post( controller_address + "/release_worker", json={"model_name": model_name, "new_model_name": new_model_name}, timeout=HTTPX_DEFAULT_TIMEOUT, # wait for new worker_model ) return r.json() except Exception as e: logger.error(f'{e.__class__.__name__}: {e}', exc_info=e if log_verbose else None) return BaseResponse( code=500, msg=f"failed to switch LLM model from controller: {controller_address}。错误信息是: {e}")