The embeddings (100 dimensions) are generated using Pytorch-BigGraph (https://github.com/facebookresearch/PyTorch-BigGraph). Each tar.gz file consists of entity and relation embeddings in TSV format. Each line in the TSV file maps the uri (first column) of the entity/relation against its embedding (rest of the columns).

Knowledge graph source: DBpedia version March, 2021 (https://hobbitdata.informatik.uni-leipzig.de/Umair/DBpedia_dump/distinct_final_filtered_dbpedia_03_2021.nt)
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KG Stats
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375900462 triples
114747965 Entities
13908 Relations
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Configuration used for ComplEx: 		https://github.com/nikit91/configs/blob/master/kge/pbg/dbp21-03_config_cpu_complex.py
Configuration used for Translation-dot: 	https://github.com/nikit91/configs/blob/master/kge/pbg/dbp21-03_config_cpu_transe_dot.py
Configuration used for Translation-l2: 	https://github.com/nikit91/configs/blob/master/kge/pbg/dbp21-03_config_cpu_transe_l2.py


Information on the configuration attributes: 	https://torchbiggraph.readthedocs.io/en/latest/configuration_file.html