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import os
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))
is_absolute_path_exists = os.path.exists(vision_tower)
if vision_tower.startswith("openai") or vision_tower.startswith("laion") or 'clip' in vision_tower:
vision_tower = CLIPVisionTower(vision_tower, args=vision_tower_cfg, **kwargs)
else:
raise ValueError(f'Unknown vision tower: {vision_tower}')
return vision_tower