MLCommons

United States · Information Technology & Services

MLCommons is an open engineering consortium focused on accelerating machine learning (ML) and artificial intelligence (AI) innovation for the benefit of society. Founded in 2018 around the MLPerf benchmark initiative, it has grown into a global community of over 125 members, including startups, technology companies, academic institutions, non-profits, and government organizations. As a nonprofit industry consortium, MLCommons aims to enhance AI systems through open collaboration. It emphasizes transparency, reproducibility, and fairness in AI development. The organization develops industry-standard benchmark suites like MLPerf to measure AI model performance and maintains large-scale, open datasets for training and evaluation. Additionally, MLCommons promotes best practices in AI safety and reliability through working groups that include experts from various sectors. Its inclusive community encourages participation and collaboration, making it a vital player in advancing AI technologies responsibly.