Andr{\'e}s Montoyo

XAutoLM: Efficient Fine-Tuning of Language Models via Meta-Learning and AutoML

Experts in machine learning leverage domain knowledge to navigate decisions in model selection, hyperparameter optimization, and resource allocation. This is particularly critical for fine-tuning language models (LMs), where repeated trials incur substantial computational overhead and environmental