from .clip_encoder import CLIPVisionTower 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") or "clip" in vision_tower ): return CLIPVisionTower(vision_tower, args=vision_tower_cfg, **kwargs) raise ValueError(f"Unknown vision tower: {vision_tower}")