CLIP_benchmark/clip_benchmark/model_collection.py

import open_clip

def get_model_collection_from_file(path):
    return [l.strip().split(",") for l in open(path).readlines()]

model_collection = {
    "openclip_base": [
        ("ViT-B-32-quickgelu", "laion400m_e32"),
        ("ViT-B-32","laion2b_e16"),
        ("ViT-B-32","laion2b_s34b_b79k"),
        ("ViT-B-16","laion400m_e32"),
        ("ViT-B-16-plus-240","laion400m_e32"),
        ("ViT-L-14","laion400m_e32"),
        ("ViT-L-14","laion2b_s32b_b82k"),
        ("ViT-H-14","laion2b_s32b_b79k"),
        ("ViT-g-14","laion2b_s12b_b42k"),
    ],
    "openclip_multilingual":[
        ("xlm-roberta-base-ViT-B-32", "laion5b_s13b_b90k"),
        ("xlm-roberta-large-ViT-H-14", "frozen_laion5b_s13b_b90k"),
    ],
    "openclip_all": open_clip.list_pretrained(),
    "openai": [
        ("ViT-B-32","openai"),
        ("ViT-B-16","openai"),
        ("ViT-L-14", "openai"),
        ("ViT-L-14-336", "openai"),
    ]
}