wehub-resource-sync
16 lines
748 B
Python
16 lines
748 B
Python
import os
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from .clip_encoder import CLIPVisionTower, CLIPVisionTowerS2
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def build_vision_tower(vision_tower_cfg, **kwargs):
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vision_tower = getattr(vision_tower_cfg, 'mm_vision_tower', getattr(vision_tower_cfg, 'vision_tower', None))
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is_absolute_path_exists = os.path.exists(vision_tower)
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use_s2 = getattr(vision_tower_cfg, 's2', False)
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if is_absolute_path_exists or vision_tower.startswith("openai") or vision_tower.startswith("laion") or "ShareGPT4V" in vision_tower:
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if use_s2:
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return CLIPVisionTowerS2(vision_tower, args=vision_tower_cfg, **kwargs)
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else:
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return CLIPVisionTower(vision_tower, args=vision_tower_cfg, **kwargs)
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raise ValueError(f'Unknown vision tower: {vision_tower}')
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