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Tailored AI model design, training and fine-tuning

Tools and services to customise, train and fine-tune artificial intelligence models to align with specific organisational data, objectives and operational needs.

What it is and why it matters

Off-the-shelf AI models often fall short when applied to highly specific business cases, proprietary datasets or safety-critical applications. To achieve high accuracy and relevance, organisations frequently need to customise existing models or build bespoke solutions from the ground up.

This service, delivered by the Luxembourg Institute of Science and Technology, the Interdisciplinary Centre for Security, Reliability and Trust of the University of Luxembourg, and LuxProvide, offers the expertise and high-performance infrastructure required to design, train and fine-tune custom AI models. Whether developing predictive algorithms, generative AI solutions or deep learning models, this service ensures that your AI tools are optimised for performance, efficiency and trustworthiness.

How can Luxembourg AI Factory help 

We connect you with Luxembourg's leading research and supercomputing institutions to build tailored AI solutions. Through this collaborative service, you can access advanced computing power, specialised development pipelines and expert guidance to transform raw data into high-performing, custom AI models.

By providing a comprehensive and integrated fine-tuning service, we offer model training and inference as a service to enable easy training, deployment and usage of cutting-edge models. We also provide reusable AI-based application building blocks to accelerate your project timelines, alongside dedicated customer support and expert consultancy to reduce the technical risks and complexities associated with large-scale AI development.

What you can expect 

  1. End-to-end model development and pipelines Collaborative design and development of predictive or generative AI models, covering the entire pipeline from data ingestion and exploration to testing, iterative fine-tuning and deployment.
  2. High-performance training and inference 
    Access to large-scale supercomputing infrastructure for model training, tuning and inferencing, ensuring maximum computational efficiency, performance and scalability.
  3. Custom software, dashboards and API endpoints
    Delivery of tailored AI software solutions (such as Retrieval-Augmented Generation systems, chatbots and deep learning models), interactive dashboards for data visualisation, and fine-tuning API service endpoints with a list of supported models and data repositories.

Who it is for

This service is intended for startups, SMEs, large companies and public administrations that want to build custom AI solutions but require specialised expertise or high-performance computing resources.

 To apply, organisations must have:

  • A completed AI technical scoping session and a clearly defined business case
  • Access to relevant, high-quality datasets
  • Readiness to engage in regular technical interactions and sign a non-disclosure agreement