add_model

函数功能

添加模型。

函数原型

add_model(model_options: Dict[str, str], model_runner: Optional[ModelRunner] = None)

参数说明

调用示例

from llm_datadist import LLMDataDist, LLMRole, ModelConfig, ModelRunner
llm_datadist = LLMDataDist(LLMRole.DECODER, 0)
model_config = ModelConfig()
kv_nums = 80
model_config.kv_shapes = ["1,1024" for _ in range(kv_nums)]
model_config.kv_dtypes = [DataType.DT_FLOAT for _ in range(kv_nums)]
model_options = model_config.generate_options()

class TestModelRunner(ModelRunner):    
   def run_model(self, kv_cache: KvCache, input_tensors, **kwargs):        
       return []
llm_model = llm_datadist.add_model(model_options, TestModelRunner())

返回值

正常情况下返回新创建的LLMModel。

参数错误可能抛出TypeError或RuntimeError。

约束说明

无