SemiAdapt-Instruct: Extensible Instruction Tuning via Latent Domain-Specialised Adapters

Josh McGiff, Salma Mekaoui, Robert Shanahan +1

Instruction-tuned LLMs are deployed into environments where domains evolve, yet extending a fine-tuned model's capabilities without full retraining remains an unsolved practical ch…