dc/model/multimodal_encoder/builder.py

import os
from .clip_encoder import CLIPVisionTower
from .siglip_encoder import SigLipVisionTower


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 'siglip' not in vision_tower.lower():
        if is_absolute_path_exists or vision_tower.startswith("openai") or vision_tower.startswith("laion"):
            return CLIPVisionTower(vision_tower, args=vision_tower_cfg, **kwargs)
    else:
        print('using siglip encoder!!')
        if is_absolute_path_exists or vision_tower.startswith("google"):
            return SigLipVisionTower(vision_tower, vision_tower_cfg, **kwargs)
    raise ValueError(f'Unknown vision tower: {vision_tower}')