Efficient Test-Time Finetuning of LLMs via Convex Reconstruction and Gradient Caching

Alaa Khamis, Alaa Maalouf

Test-time finetuning (TTFT) is a rapidly evolving paradigm that adapts a language model to each prompt by retrieving related sequences, updating the model on them, and then evaluat…