| from typing import Optional | |
| from extensions.multimodal.abstract_pipeline import AbstractMultimodalPipeline | |
| available_pipelines = ['llava-7b', 'llava-13b'] | |
| def get_pipeline(name: str, params: dict) -> Optional[AbstractMultimodalPipeline]: | |
| if name == 'llava-7b': | |
| from .llava import LLaVA_v0_7B_Pipeline | |
| return LLaVA_v0_7B_Pipeline(params) | |
| if name == 'llava-13b': | |
| from .llava import LLaVA_v0_13B_Pipeline | |
| return LLaVA_v0_13B_Pipeline(params) | |
| return None | |
| def get_pipeline_from_model_name(model_name: str, params: dict) -> Optional[AbstractMultimodalPipeline]: | |
| if 'llava' not in model_name.lower(): | |
| return None | |
| if '7b' in model_name.lower(): | |
| from .llava import LLaVA_v0_7B_Pipeline | |
| return LLaVA_v0_7B_Pipeline(params) | |
| if '13b' in model_name.lower(): | |
| from .llava import LLaVA_v0_13B_Pipeline | |
| return LLaVA_v0_13B_Pipeline(params) | |
| return None | |