Data Management for Artificial Intelligence and Machine Learning

DM4AI – Data Management for Artificial Intelligence and Machine Learning

Guarantor: Jan Martinovič, VSB – Technical University of Ostrava (jan.martinovic@vsb.cz)
Operator: VSB – Technical University of Ostrava
Repository status: in development
Repository system: CLARIN-DSpace
Repository type: diciplinary
Discipline: Computer science, information science, bioinformatics
Contact email: jan.martinovic@vsb.cz
Keywords:

artificial intelligence repository, artificial intelligence, machine learning, datasets, AI models, computing resources, model inference, computational workflows, model licensing

DM4AI

The repository is currently under development.

Repository description

The DM4AI repository is designed as a specialised platform for storing and sharing datasets, artificial intelligence and machine learning models, and complete computational workflows – a type of infrastructure that has so far been notably lacking in the Czech research environment. Its design is inspired by the popular global platform Hugging Face, while being fully adapted to the Czech and European legal environment, including support for model licensing and intellectual property protection. A key practical feature is the possibility of running model inference directly within the repository environment. Users can first test a model through a simple chatbot interface without having to download it or run it on their own computing resources, and only then decide whether to use it more extensively.

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