Master Thesis, 30 hp: Focused Foundation Level Large Language Models for Edge Applications

Are you a student eager to apply your theoretical knowledge and fresh perspectives to real-world challenges? At Saab, we believe that innovation thrives on new ideas, and your master thesis project could be the spark that ignites our next technological breakthrough.

Your role

We recognize the immense value that students bring to our company. Your academic rigor, combined with your enthusiasm for cutting-edge technology, allows you to approach problems with a unique and insightful lens. At Saab, you'll have the opportunity to collaborate with experienced engineers and specialists, gaining invaluable practical experience while making a tangible contribution to our growth and development.

Background
Large Language Models (LLM’s) have rapidly evolved from error-prone hallucination generators to genuinely useful tools for condensate information and providing a natural language interface to complex systems. At Saab, we develop systems that need to quickly, concisely and accurately provide critical information to operators in complex and demanding situations.

Unfortunately, these systems are typically not connected to any large computation center and are severely constrained with regards to size and power consumption. This rules out any larger LLM, which in turn means that the LLM becomes much less useful and reliable.

Description of the Thesis Project
In this master thesis project you will explorer different methods and technologies to capture the functionality of a large foundation level LLM in a minimal format that can be run locally on the integrated compute units of a deployed system. We will use existing foundation models to train much smaller models to perform specific roles and tasks in specific situations with the aim of reducing the model footprint to a few gigabytes while maintaining the reliability and depth of knowledge.

The master thesis work will be performed at Saab X Innovation Lab. At X Innovation Lab we test the boundaries of modern technology to explore ways this technology can be used to enhance Saab’s products and our ways of working.

Your profile

The project is suitable for two students with an interest and experience in AI and Large Language Models.

You are in the final stage of your studies in Computer Engineering, Engineering Physics, Artificial Intelligence or equivalent and are about to begin a 30 hp master’s thesis project.

We provide the support and guidance you need to translate your theoretical knowledge into practical solutions. Join us and become a driving force behind Saab's technological advancements!

This position requires that you pass a security vetting based on the current regulations around/of security protection. For positions requiring security clearance additional obligations on citizenship may apply.

Kindly observe that this is an ongoing recruitment process and that the position might be filled before the closing date of the advertisement.

Contact information

David Olsson, Manager

073 4189659

david.g.h.olsson@saabgroup.com

Emil Johansson Master Thesis Supervisor

+46 734341483

emil.johansson5@saabgroup.com

What you will be a part of

Explore a wealth of possibilities. Take on challenges, create smart inventions, and grow beyond. This is a place for curious minds, brave pioneers, and everyone in between. Together, we achieve the extraordinary, each bringing our unique perspectives. Your part matters.

Saab is a leading defense and security company with an enduring purpose, to help nations keep their people and society safe. Empowered by its 28,000 talented people, Saab constantly pushes the boundaries of technology to create a safer and more sustainable world.

Saab designs, manufactures and maintains advanced systems in aeronautics, weapons, command and control, sensors and underwater systems. Saab is headquartered in Sweden. It has major operations all over the world and is part of the domestic defense capability of several nations. Read more about us here.