Frequency estimation results and tagged samples: counts_and_indices.zip contains all the result jsons (for the estimated frequencies for image-only, text-only and image-text searches) and the sample indices that are tagged to each concept for the LAION400m/LAION-Aesthetics datasets.

Constructed dictionaries and other pretraining and downstream data artefacts: Due to the large size of all our data artefacts, we release our dictionaries and other feature artefacts as split files of a 110GB sized zip file (named as features_zip_part_aa, features_zip_part_ab and features_zip_part_ac). Please download the individual split files, and then manually combine them to reconstruct the original zip file like this:

cat features_zip_part_aa features_zip_part_ab features_zip_part_ac > features.zip

Once combined, please verify that the file is correctly transferred by comparing the md5sum hash of the file:

md5sum features.zip

The output hash should be: 11f6339df3206257efdfc4a54dd7ca60 features.zip

For more details, see our github repository

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