from .clip_encoder import CLIPVisionTower from .eva_encoder import EVAVisionTower def build_vision_tower(vision_tower_cfg, **kwargs): vision_tower = getattr(vision_tower_cfg, 'mm_vision_tower', getattr(vision_tower_cfg, 'vision_tower', None)) if vision_tower.startswith("openai") or vision_tower.startswith("laion"): return CLIPVisionTower(vision_tower, args=vision_tower_cfg, **kwargs) elif vision_tower.startswith("eva_vit_g"): return EVAVisionTower(vision_tower, args=vision_tower_cfg, **kwargs) raise ValueError(f'Unknown vision tower: {vision_tower}')