GLAM: Efficient Continual Learning at Scale via Grouped LoRA Adapter Merging

Irene Testa, Luigi Quarantiello, Eric Nuertey Coleman +3

The ability to learn continuously over time remains a major challenge for modern machine learning systems, even in the era of Foundation Models. While the rich representations lear…