aphrodite-engine/aphrodite/modeling/model_loader/__init__.py

from typing import Optional

from torch import nn

from aphrodite.common.config import (CacheConfig, DeviceConfig, LoadConfig,
                                     LoRAConfig, ModelConfig, MultiModalConfig,
                                     ParallelConfig, SchedulerConfig)
from aphrodite.modeling.model_loader.loader import (BaseModelLoader,
                                                    get_model_loader)
from aphrodite.modeling.model_loader.utils import (get_architecture_class_name,
                                                   get_model_architecture)


def get_model(*, model_config: ModelConfig, load_config: LoadConfig,
              device_config: DeviceConfig, parallel_config: ParallelConfig,
              scheduler_config: SchedulerConfig,
              lora_config: Optional[LoRAConfig],
              multimodal_config: Optional[MultiModalConfig],
              cache_config: CacheConfig) -> nn.Module:
    loader = get_model_loader(load_config)
    return loader.load_model(model_config=model_config,
                             device_config=device_config,
                             lora_config=lora_config,
                             multimodal_config=multimodal_config,
                             parallel_config=parallel_config,
                             scheduler_config=scheduler_config,
                             cache_config=cache_config)


__all__ = [
    "get_model", "get_model_loader", "BaseModelLoader",
    "get_architecture_class_name", "get_model_architecture"
]